Introduction
Achieving a steady state that matches observed biomasses and growth
rates is a critical step in MizerReef model development.
This vignette provides a step-by-step recipe for tuning a
MizerReef model to reach a satisfactory steady state, using
the Karpata reef example dataset.
The tuning process follows the 5-step recipe described in the mizer blog, with additional reef-specific steps to adjust unstructured resource parameters and refuge dynamics.
Prerequisites
Before starting, ensure you have:
- Species parameter data with reef-specific columns
- An interaction matrix defining predator-prey relationships
- Observed biomass data for calibration
- A suitable refuge profile for initial tuning
Step 1: Create Initial Parameters Object
The first step is to create a MizerReefParams object
using your species parameters and interaction matrix. For initial
tuning, we use a simple binned refuge method rather than the full
competitive method.
Why use a tuning profile first? The competitive refuge method is density-dependent, which makes it difficult to achieve a stable steady state before the biomasses are calibrated to observed values. We start with a simpler binned profile that approximates the final refuge shape so that we can tune abundances first.
# Create initial parameters object with tuning refuge profile
params <- newReefParams(species_params = caribbean_10_species,
interaction = caribbean_10_interaction,
method = "binned",
method_params = tuning_profile)
#> No h provided for some species, so using age at maturity to calculate it.
#> Using z0 = z0pre * w_inf ^ z0exp for missing z0 values.
#> Using f0, h, lambda, kappa and the predation kernel to calculate gamma.
# Display the basic model structure
print(params)
#> An object of class "mizerReef"
#> Slot "metadata":
#> list()
#>
#> Slot "mizer_version":
#> [1] '3.2.1'
#>
#> Slot "extensions":
#> mizerReef
#> "sizespectrum/mizerReef"
#>
#> Slot "time_created":
#> [1] "2026-08-20 09:57:33 UTC"
#>
#> Slot "time_modified":
#> [1] "2026-08-20 09:57:33 UTC"
#>
#> Slot "w":
#> [1] 1.000000e-03 1.167237e-03 1.362441e-03 1.590291e-03 1.856246e-03
#> [6] 2.166678e-03 2.529026e-03 2.951971e-03 3.445648e-03 4.021887e-03
#> [11] 4.694493e-03 5.479584e-03 6.395970e-03 7.465610e-03 8.714133e-03
#> [16] 1.017145e-02 1.187249e-02 1.385801e-02 1.617557e-02 1.888072e-02
#> [21] 2.203826e-02 2.572387e-02 3.002584e-02 3.504725e-02 4.090843e-02
#> [26] 4.774982e-02 5.573533e-02 6.505631e-02 7.593611e-02 8.863540e-02
#> [31] 1.034585e-01 1.207605e-01 1.409561e-01 1.645291e-01 1.920444e-01
#> [36] 2.241612e-01 2.616491e-01 3.054064e-01 3.564815e-01 4.160982e-01
#> [41] 4.856851e-01 5.669093e-01 6.617173e-01 7.723806e-01 9.015508e-01
#> [46] 1.052323e+00 1.228310e+00 1.433728e+00 1.673500e+00 1.953370e+00
#> [51] 2.280045e+00 2.661352e+00 3.106427e+00 3.625935e+00 4.232324e+00
#> [56] 4.940123e+00 5.766292e+00 6.730627e+00 7.856234e+00 9.170083e+00
#> [61] 1.070366e+01 1.249370e+01 1.458310e+01 1.702193e+01 1.986862e+01
#> [66] 2.319137e+01 2.706982e+01 3.159688e+01 3.688103e+01 4.304889e+01
#> [71] 5.024824e+01 5.865158e+01 6.846026e+01 7.990932e+01 9.327307e+01
#> [76] 1.088717e+02 1.270791e+02 1.483313e+02 1.731377e+02 2.020927e+02
#> [81] 2.358900e+02 2.753394e+02 3.213862e+02 3.751337e+02 4.378698e+02
#> [86] 5.110976e+02 5.965718e+02 6.963404e+02 8.127939e+02 9.487228e+02
#> [91] 1.107384e+03 1.292579e+03 1.508745e+03 1.761063e+03 2.055577e+03
#> [96] 2.399344e+03 2.800602e+03 3.268965e+03 3.815655e+03 4.453772e+03
#>
#> Slot "dw":
#> [1] 1.672365e-04 1.952046e-04 2.278499e-04 2.659547e-04 3.104321e-04
#> [6] 3.623477e-04 4.229454e-04 4.936774e-04 5.762383e-04 6.726063e-04
#> [11] 7.850907e-04 9.163865e-04 1.069640e-03 1.248523e-03 1.457321e-03
#> [16] 1.701039e-03 1.985514e-03 2.317565e-03 2.705146e-03 3.157546e-03
#> [21] 3.685603e-03 4.301970e-03 5.021417e-03 5.861181e-03 6.841384e-03
#> [26] 7.985514e-03 9.320983e-03 1.087979e-02 1.269929e-02 1.482308e-02
#> [31] 1.730204e-02 2.019557e-02 2.357300e-02 2.751527e-02 3.211683e-02
#> [36] 3.748794e-02 4.375729e-02 5.107511e-02 5.961673e-02 6.958682e-02
#> [41] 8.122428e-02 9.480795e-02 1.106633e-01 1.291702e-01 1.507722e-01
#> [46] 1.759869e-01 2.054183e-01 2.397717e-01 2.798703e-01 3.266749e-01
#> [51] 3.813068e-01 4.450752e-01 5.195081e-01 6.063888e-01 7.077992e-01
#> [56] 8.261690e-01 9.643347e-01 1.125607e+00 1.313849e+00 1.533573e+00
#> [61] 1.790042e+00 2.089403e+00 2.438827e+00 2.846688e+00 3.322758e+00
#> [66] 3.878445e+00 4.527062e+00 5.284152e+00 6.167856e+00 7.199347e+00
#> [71] 8.403340e+00 9.808686e+00 1.144906e+01 1.336376e+01 1.559866e+01
#> [76] 1.820733e+01 2.125226e+01 2.480642e+01 2.895496e+01 3.379728e+01
#> [81] 3.944942e+01 4.604681e+01 5.374751e+01 6.273606e+01 7.322782e+01
#> [86] 8.547419e+01 9.976859e+01 1.164535e+02 1.359288e+02 1.586611e+02
#> [91] 1.851950e+02 2.161664e+02 2.523173e+02 2.945140e+02 3.437675e+02
#> [96] 4.012580e+02 4.683630e+02 5.466903e+02 6.381169e+02 7.448334e+02
#>
#> Slot "w_full":
#> [1] 8.581293e-13 1.001640e-12 1.169151e-12 1.364675e-12 1.592899e-12
#> [6] 1.859290e-12 2.170231e-12 2.533173e-12 2.956812e-12 3.451299e-12
#> [11] 4.028482e-12 4.702191e-12 5.488569e-12 6.406458e-12 7.477852e-12
#> [16] 8.728422e-12 1.018813e-11 1.189196e-11 1.388073e-11 1.620210e-11
#> [21] 1.891168e-11 2.207440e-11 2.576605e-11 3.007507e-11 3.510472e-11
#> [26] 4.097552e-11 4.782812e-11 5.582673e-11 6.516300e-11 7.606063e-11
#> [31] 8.878074e-11 1.036281e-10 1.209585e-10 1.411872e-10 1.647989e-10
#> [36] 1.923593e-10 2.245288e-10 2.620782e-10 3.059072e-10 3.570661e-10
#> [41] 4.167806e-10 4.864815e-10 5.678390e-10 6.628024e-10 7.736472e-10
#> [46] 9.030292e-10 1.054049e-09 1.230324e-09 1.436079e-09 1.676244e-09
#> [51] 1.956573e-09 2.283784e-09 2.665716e-09 3.111521e-09 3.631881e-09
#> [56] 4.239264e-09 4.948224e-09 5.775748e-09 6.741664e-09 7.869116e-09
#> [61] 9.185120e-09 1.072121e-08 1.251419e-08 1.460701e-08 1.704984e-08
#> [66] 1.990120e-08 2.322940e-08 2.711421e-08 3.164869e-08 3.694151e-08
#> [71] 4.311948e-08 5.033063e-08 5.874775e-08 6.857252e-08 8.004035e-08
#> [76] 9.342603e-08 1.090503e-07 1.272875e-07 1.485746e-07 1.734217e-07
#> [81] 2.024241e-07 2.362768e-07 2.757909e-07 3.219132e-07 3.757489e-07
#> [86] 4.385878e-07 5.119357e-07 5.975501e-07 6.974823e-07 8.141268e-07
#> [91] 9.502785e-07 1.109200e-06 1.294698e-06 1.511219e-06 1.763950e-06
#> [96] 2.058947e-06 2.403279e-06 2.805195e-06 3.274326e-06 3.821912e-06
#> [101] 4.461076e-06 5.207131e-06 6.077953e-06 7.094409e-06 8.280853e-06
#> [106] 9.665714e-06 1.128217e-05 1.316897e-05 1.537130e-05 1.794194e-05
#> [111] 2.094249e-05 2.444484e-05 2.853291e-05 3.330465e-05 3.887441e-05
#> [116] 4.537563e-05 5.296409e-05 6.182162e-05 7.216045e-05 8.422831e-05
#> [121] 9.831436e-05 1.147561e-04 1.339475e-04 1.563484e-04 1.824956e-04
#> [126] 2.130156e-04 2.486395e-04 2.902211e-04 3.387567e-04 3.954092e-04
#> [131] 4.615361e-04 5.387218e-04 6.288157e-04 7.339767e-04 8.567244e-04
#> [136] 1.000000e-03 1.167237e-03 1.362441e-03 1.590291e-03 1.856246e-03
#> [141] 2.166678e-03 2.529026e-03 2.951971e-03 3.445648e-03 4.021887e-03
#> [146] 4.694493e-03 5.479584e-03 6.395970e-03 7.465610e-03 8.714133e-03
#> [151] 1.017145e-02 1.187249e-02 1.385801e-02 1.617557e-02 1.888072e-02
#> [156] 2.203826e-02 2.572387e-02 3.002584e-02 3.504725e-02 4.090843e-02
#> [161] 4.774982e-02 5.573533e-02 6.505631e-02 7.593611e-02 8.863540e-02
#> [166] 1.034585e-01 1.207605e-01 1.409561e-01 1.645291e-01 1.920444e-01
#> [171] 2.241612e-01 2.616491e-01 3.054064e-01 3.564815e-01 4.160982e-01
#> [176] 4.856851e-01 5.669093e-01 6.617173e-01 7.723806e-01 9.015508e-01
#> [181] 1.052323e+00 1.228310e+00 1.433728e+00 1.673500e+00 1.953370e+00
#> [186] 2.280045e+00 2.661352e+00 3.106427e+00 3.625935e+00 4.232324e+00
#> [191] 4.940123e+00 5.766292e+00 6.730627e+00 7.856234e+00 9.170083e+00
#> [196] 1.070366e+01 1.249370e+01 1.458310e+01 1.702193e+01 1.986862e+01
#> [201] 2.319137e+01 2.706982e+01 3.159688e+01 3.688103e+01 4.304889e+01
#> [206] 5.024824e+01 5.865158e+01 6.846026e+01 7.990932e+01 9.327307e+01
#> [211] 1.088717e+02 1.270791e+02 1.483313e+02 1.731377e+02 2.020927e+02
#> [216] 2.358900e+02 2.753394e+02 3.213862e+02 3.751337e+02 4.378698e+02
#> [221] 5.110976e+02 5.965718e+02 6.963404e+02 8.127939e+02 9.487228e+02
#> [226] 1.107384e+03 1.292579e+03 1.508745e+03 1.761063e+03 2.055577e+03
#> [231] 2.399344e+03 2.800602e+03 3.268965e+03 3.815655e+03 4.453772e+03
#>
#> Slot "dw_full":
#> [1] 1.435106e-13 1.675108e-13 1.955247e-13 2.282236e-13 2.663909e-13
#> [6] 3.109411e-13 3.629419e-13 4.236390e-13 4.944869e-13 5.771832e-13
#> [11] 6.737093e-13 7.863781e-13 9.178892e-13 1.071394e-12 1.250570e-12
#> [16] 1.459711e-12 1.703828e-12 1.988770e-12 2.321365e-12 2.709582e-12
#> [21] 3.162724e-12 3.691646e-12 4.309025e-12 5.029651e-12 5.870792e-12
#> [26] 6.852603e-12 7.998608e-12 9.336268e-12 1.089763e-11 1.272012e-11
#> [31] 1.484738e-11 1.733041e-11 2.022868e-11 2.361166e-11 2.756039e-11
#> [36] 3.216950e-11 3.754941e-11 4.382904e-11 5.115886e-11 5.971449e-11
#> [41] 6.970093e-11 8.135748e-11 9.496342e-11 1.108448e-10 1.293821e-10
#> [46] 1.510195e-10 1.762754e-10 2.057551e-10 2.401649e-10 2.803293e-10
#> [51] 3.272105e-10 3.819321e-10 4.458051e-10 5.203600e-10 6.073832e-10
#> [56] 7.089598e-10 8.275238e-10 9.659160e-10 1.127452e-09 1.316004e-09
#> [61] 1.536088e-09 1.792978e-09 2.092829e-09 2.442826e-09 2.851356e-09
#> [66] 3.328207e-09 3.884805e-09 4.534486e-09 5.292818e-09 6.177970e-09
#> [71] 7.211152e-09 8.417120e-09 9.824770e-09 1.146783e-08 1.338567e-08
#> [76] 1.562424e-08 1.823719e-08 2.128711e-08 2.484709e-08 2.900244e-08
#> [81] 3.385270e-08 3.951411e-08 4.612231e-08 5.383565e-08 6.283894e-08
#> [86] 7.334790e-08 8.561435e-08 9.993220e-08 1.166445e-07 1.361517e-07
#> [91] 1.589213e-07 1.854987e-07 2.165209e-07 2.527311e-07 2.949969e-07
#> [96] 3.443312e-07 4.019160e-07 4.691310e-07 5.475868e-07 6.391633e-07
#> [101] 7.460548e-07 8.708224e-07 1.016456e-06 1.186444e-06 1.384861e-06
#> [106] 1.616460e-06 1.886792e-06 2.202332e-06 2.570642e-06 3.000548e-06
#> [111] 3.502349e-06 4.088070e-06 4.771744e-06 5.569754e-06 6.501220e-06
#> [116] 7.588462e-06 8.857530e-06 1.033883e-05 1.206786e-05 1.408605e-05
#> [121] 1.644175e-05 1.919141e-05 2.240092e-05 2.614717e-05 3.051993e-05
#> [126] 3.562398e-05 4.158161e-05 4.853558e-05 5.665250e-05 6.612686e-05
#> [131] 7.718569e-05 9.009396e-05 1.051610e-04 1.227477e-04 1.432756e-04
#> [136] 1.672365e-04 1.952046e-04 2.278499e-04 2.659547e-04 3.104321e-04
#> [141] 3.623477e-04 4.229454e-04 4.936774e-04 5.762383e-04 6.726063e-04
#> [146] 7.850907e-04 9.163865e-04 1.069640e-03 1.248523e-03 1.457321e-03
#> [151] 1.701039e-03 1.985514e-03 2.317565e-03 2.705146e-03 3.157546e-03
#> [156] 3.685603e-03 4.301970e-03 5.021417e-03 5.861181e-03 6.841384e-03
#> [161] 7.985514e-03 9.320983e-03 1.087979e-02 1.269929e-02 1.482308e-02
#> [166] 1.730204e-02 2.019557e-02 2.357300e-02 2.751527e-02 3.211683e-02
#> [171] 3.748794e-02 4.375729e-02 5.107511e-02 5.961673e-02 6.958682e-02
#> [176] 8.122428e-02 9.480795e-02 1.106633e-01 1.291702e-01 1.507722e-01
#> [181] 1.759869e-01 2.054183e-01 2.397717e-01 2.798703e-01 3.266749e-01
#> [186] 3.813068e-01 4.450752e-01 5.195081e-01 6.063888e-01 7.077992e-01
#> [191] 8.261690e-01 9.643347e-01 1.125607e+00 1.313849e+00 1.533573e+00
#> [196] 1.790042e+00 2.089403e+00 2.438827e+00 2.846688e+00 3.322758e+00
#> [201] 3.878445e+00 4.527062e+00 5.284152e+00 6.167856e+00 7.199347e+00
#> [206] 8.403340e+00 9.808686e+00 1.144906e+01 1.336376e+01 1.559866e+01
#> [211] 1.820733e+01 2.125226e+01 2.480642e+01 2.895496e+01 3.379728e+01
#> [216] 3.944942e+01 4.604681e+01 5.374751e+01 6.273606e+01 7.322782e+01
#> [221] 8.547419e+01 9.976859e+01 1.164535e+02 1.359288e+02 1.586611e+02
#> [226] 1.851950e+02 2.161664e+02 2.523173e+02 2.945140e+02 3.437675e+02
#> [231] 4.012580e+02 4.683630e+02 5.466903e+02 6.381169e+02 7.448334e+02
#>
#> Slot "w_min_idx":
#> pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> 1 1 1 1 1 1
#> parrotfish farm_damsel herbs inverts
#> 1 1 1 1
#>
#> Slot "maturity":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186 0.00217 0.00253 0.00295
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.00345 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871 0.0102
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.0119 0.0139 0.0162 0.0189 0.022 0.0257
#> pred_eng 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_grab 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_inv 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_plank 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> parrotfish 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> farm_damsel 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> herbs 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> inverts 0 0 1.226299e-08 5.756852e-08 2.702549e-07 1.268709e-06
#> w
#> sp 0.03 0.035 0.0409 0.0477 0.0557
#> pred_eng 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> pred_grab 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> eels 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> pred_crypt 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> pred_inv 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> pred_plank 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> parrotfish 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> farm_damsel 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> herbs 0.000000e+00 0.000000e+00 0.0000000000 0.0000000000 0.000000000
#> inverts 5.955916e-06 2.795939e-05 0.0001312416 0.0006158141 0.002884373
#> w
#> sp 0.0651 0.0759 0.0886 0.103 0.121 0.141
#> pred_eng 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> pred_grab 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> eels 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> pred_crypt 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 2.883621e-08
#> pred_inv 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> pred_plank 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> parrotfish 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> farm_damsel 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> herbs 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000e+00
#> inverts 0.0133979 0.05992989 0.2303406 0.5841908 0.8683435 9.687135e-01
#> w
#> sp 0.165 0.192 0.224 0.262 0.305
#> pred_eng 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 1.353714e-07 6.354995e-07 2.983341e-06 1.400512e-05 6.574353e-05
#> pred_inv 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_plank 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> parrotfish 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> farm_damsel 1.453539e-08 6.823628e-08 3.203347e-07 1.503807e-06 7.059572e-06
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> inverts 9.931672e-01 9.985366e-01 9.996879e-01 9.999335e-01 9.999858e-01
#> w
#> sp 0.356 0.416 0.486 0.567 0.662
#> pred_eng 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 3.085576e-04 1.446872e-03 6.756215e-03 3.094460e-02 1.303653e-01
#> pred_inv 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_plank 0.000000e+00 1.631393e-08 7.658565e-08 3.595307e-07 1.687812e-06
#> parrotfish 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> farm_damsel 3.314025e-05 1.555576e-04 7.298446e-04 3.417037e-03 1.584127e-02
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> inverts 9.999970e-01 9.999994e-01 9.999999e-01 1.000000e+00 1.000000e+00
#> w
#> sp 0.772 0.902 1.05 1.23 1.43
#> pred_eng 0.000000e+00 0.000000e+00 0.0000000000 0.000000000 0.000000000
#> pred_grab 0.000000e+00 0.000000e+00 0.0000000000 0.000000000 0.000000000
#> eels 0.000000e+00 0.000000e+00 0.0000000000 0.000000000 0.000000000
#> pred_crypt 4.130568e-01 7.676425e-01 0.9394279325 0.986451353 0.997082823
#> pred_inv 0.000000e+00 0.000000e+00 0.0000000000 0.000000000 0.000000000
#> pred_plank 7.923372e-06 3.719512e-05 0.0001745883 0.000819075 0.003833541
#> parrotfish 0.000000e+00 0.000000e+00 0.0000000000 0.000000000 0.000000000
#> farm_damsel 7.025503e-02 2.618475e-01 0.6248068822 0.886591887 0.973474935
#> herbs 0.000000e+00 0.000000e+00 0.0000000000 0.000000000 0.000000000
#> inverts 1.000000e+00 1.000000e+00 0.9999999999 1.000000000 1.000000000
#> w
#> sp 1.67 1.95 2.28 2.66 3.11 3.63
#> pred_eng 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.99937717 0.99986726 0.9999717 0.9999940 0.9999987 0.9999997
#> pred_inv 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.01774521 0.07817935 0.2847633 0.6514536 0.8976907 0.9762982
#> parrotfish 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> farm_damsel 0.99422929 0.99876514 0.9997367 0.9999439 0.9999880 0.9999975
#> herbs 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> inverts 1.00000000 1.00000000 1.0000000 1.0000000 1.0000000 1.0000000
#> w
#> sp 4.23 4.94 5.77 6.73 7.86 9.17
#> pred_eng 0.0000000 0.0000000 0.0000000 0.00000 0.0000000 4.305588e-08
#> pred_grab 0.0000000 0.0000000 0.0000000 0.00000 0.0000000 0.000000e+00
#> eels 0.0000000 0.0000000 0.0000000 0.00000 0.0000000 0.000000e+00
#> pred_crypt 0.9999999 1.0000000 1.0000000 1.00000 1.0000000 1.000000e+00
#> pred_inv 0.0000000 0.0000000 0.0000000 0.00000 0.0000000 4.305588e-08
#> pred_plank 0.9948552 0.9988996 0.9997654 0.99995 0.9999894 9.999977e-01
#> parrotfish 0.0000000 0.0000000 0.0000000 0.00000 0.0000000 0.000000e+00
#> farm_damsel 0.9999995 0.9999999 1.0000000 1.00000 1.0000000 1.000000e+00
#> herbs 0.0000000 0.0000000 0.0000000 0.00000 0.0000000 0.000000e+00
#> inverts 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.000000e+00
#> w
#> sp 10.7 12.5 14.6 17 19.9
#> pred_eng 2.021255e-07 9.488761e-07 4.454476e-06 2.091116e-05 9.815972e-05
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> pred_inv 2.021255e-07 9.488761e-07 4.454476e-06 2.091116e-05 9.815972e-05
#> pred_plank 9.999995e-01 9.999999e-01 1.000000e+00 1.000000e+00 1.000000e+00
#> parrotfish 2.004083e-08 9.408154e-08 4.416650e-07 2.073390e-06 9.733438e-06
#> farm_damsel 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 1.253702e-08 5.885495e-08
#> inverts 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> w
#> sp 23.2 27.1 31.6 36.9 43
#> pred_eng 4.606431e-04 2.158812e-03 1.005434e-02 4.550953e-02 1.828934e-01
#> pred_grab 1.555909e-08 7.304206e-08 3.428953e-07 1.609718e-06 7.556763e-06
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> pred_inv 4.606431e-04 2.158812e-03 1.005434e-02 4.550953e-02 1.828934e-01
#> pred_plank 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> parrotfish 4.569191e-05 2.144642e-04 1.006003e-03 4.705188e-03 2.171106e-02
#> farm_damsel 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> herbs 2.762941e-07 1.297059e-06 6.089006e-06 2.858415e-05 1.341739e-04
#> inverts 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> w
#> sp 50.2 58.7 68.5 79.9 93.3
#> pred_eng 5.123785e-01 8.314466e-01 9.586044e-01 9.908852e-01 9.980444e-01
#> pred_grab 3.547418e-05 1.665115e-04 7.812063e-04 3.656813e-03 1.693805e-02
#> eels 1.737783e-08 8.158010e-08 3.829771e-07 1.797881e-06 8.440082e-06
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> pred_inv 5.123785e-01 8.314466e-01 9.586044e-01 9.908852e-01 9.980444e-01
#> pred_plank 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> parrotfish 9.435416e-02 3.284502e-01 6.966059e-01 9.151014e-01 9.806205e-01
#> farm_damsel 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> herbs 6.295665e-04 2.948637e-03 1.369319e-02 6.118715e-02 2.342819e-01
#> inverts 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> w
#> sp 109 127 148 173 202
#> pred_eng 9.995828e-01 0.9999110960 0.9999810607 0.999995966 0.99999914
#> pred_grab 7.483271e-02 0.2752136201 0.6406210593 0.893257055 0.97517682
#> eels 3.962067e-05 0.0001859717 0.0008724435 0.004082521 0.01888059
#> pred_crypt 1.000000e+00 1.0000000000 1.0000000000 1.000000000 1.00000000
#> pred_inv 9.995828e-01 0.9999110960 0.9999810607 0.999995966 0.99999914
#> pred_plank 1.000000e+00 1.0000000000 1.0000000000 1.000000000 1.00000000
#> parrotfish 9.958079e-01 0.9991040661 0.9998090175 0.999959312 0.99999133
#> farm_damsel 1.000000e+00 1.0000000000 1.0000000000 1.000000000 1.00000000
#> herbs 5.895490e-01 0.8708495649 0.9693763832 0.993315597 0.99856859
#> inverts 1.000000e+00 1.0000000000 1.0000000000 1.000000000 1.00000000
#> w
#> sp 236 275 321 375 438 511
#> pred_eng 0.9999998 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_grab 0.9946069 0.9988463 0.9997540 0.9999476 0.9999888 0.9999976
#> eels 0.0828553 0.2978035 0.6656578 0.9033489 0.9777169 0.9951686
#> pred_crypt 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_inv 0.9999998 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_plank 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> parrotfish 0.9999982 0.9999996 0.9999999 1.0000000 1.0000000 1.0000000
#> farm_damsel 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> herbs 0.9996947 0.9999350 0.9999861 0.9999970 0.9999994 0.9999999
#> inverts 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> w
#> sp 597 696 813 949 1110 1290
#> pred_eng 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> pred_grab 0.9999995 0.9999999 1.0000000 1.00000 1.0000000 1.0000000
#> eels 0.9989669 0.9997798 0.9999531 0.99999 0.9999979 0.9999995
#> pred_crypt 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> pred_inv 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> pred_plank 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> parrotfish 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> farm_damsel 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> herbs 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> inverts 1.0000000 1.0000000 1.0000000 1.00000 1.0000000 1.0000000
#> w
#> sp 1510 1760 2060 2400 2800 3270 3820 4450
#> pred_eng 1.0000000 1 1 1 1 1 1 1
#> pred_grab 1.0000000 1 1 1 1 1 1 1
#> eels 0.9999999 1 1 1 1 1 1 1
#> pred_crypt 1.0000000 1 1 1 1 1 1 1
#> pred_inv 1.0000000 1 1 1 1 1 1 1
#> pred_plank 1.0000000 1 1 1 1 1 1 1
#> parrotfish 1.0000000 1 1 1 1 1 1 1
#> farm_damsel 1.0000000 1 1 1 1 1 1 1
#> herbs 1.0000000 1 1 1 1 1 1 1
#> inverts 1.0000000 1 1 1 1 1 1 1
#>
#> Slot "psi":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186 0.00217 0.00253 0.00295
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.00345 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871 0.0102
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.0119 0.0139 0.0162 0.0189 0.022 0.0257
#> pred_eng 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_grab 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_inv 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_plank 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> parrotfish 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> farm_damsel 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> herbs 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> inverts 0 0 8.579961e-10 4.186622e-09 2.042876e-08 9.968275e-08
#> w
#> sp 0.03 0.035 0.0409 0.0477 0.0557
#> pred_eng 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_crypt 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_inv 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_plank 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> parrotfish 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> farm_damsel 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> inverts 4.864031e-07 2.373369e-06 1.157974e-05 5.647635e-05 0.0002749528
#> w
#> sp 0.0651 0.0759 0.0886 0.103 0.121
#> pred_eng 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> pred_grab 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> eels 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> pred_crypt 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> pred_inv 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> pred_plank 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> parrotfish 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> farm_damsel 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> herbs 0.000000000 0.000000000 0.00000000 0.00000000 0.0000000
#> inverts 0.001327495 0.006172053 0.02465735 0.06500104 0.1004262
#> w
#> sp 0.141 0.165 0.192 0.224 0.262
#> pred_eng 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 1.117796e-08 5.454323e-08 2.661454e-07 1.298663e-06 6.336800e-06
#> pred_inv 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_plank 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> parrotfish 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> farm_damsel 0.000000e+00 3.646452e-09 1.779299e-08 8.682147e-08 4.236479e-07
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> inverts 1.164502e-01 1.240958e-01 1.296846e-01 1.349518e-01 1.403056e-01
#> w
#> sp 0.305 0.356 0.416 0.486 0.567
#> pred_eng 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 3.091904e-05 1.508339e-04 7.351610e-04 3.568170e-03 1.698700e-02
#> pred_inv 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_plank 0.000000e+00 0.000000e+00 4.044092e-09 1.973329e-08 9.628923e-08
#> parrotfish 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> farm_damsel 2.067193e-06 1.008668e-05 4.921226e-05 2.399950e-04 1.167915e-03
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> inverts 1.458436e-01 1.515940e-01 1.575697e-01 1.637807e-01 1.702364e-01
#> w
#> sp 0.662 0.772 0.902 1.05 1.23
#> pred_eng 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_crypt 7.438466e-02 2.449746e-01 4.732166e-01 6.019413e-01 0.6569859157
#> pred_inv 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> pred_plank 4.698460e-07 2.292615e-06 1.118657e-05 5.457775e-05 0.0002661424
#> parrotfish 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> farm_damsel 5.627834e-03 2.594289e-02 1.005030e-01 2.492678e-01 0.3676494072
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000000
#> inverts 1.769466e-01 1.839212e-01 1.911708e-01 1.987062e-01 0.2065385137
#> w
#> sp 1.43 1.67 1.95 2.28 2.66 3.11
#> pred_eng 0.000000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.000000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.000000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.690241931 0.719099924 0.7478111 0.7773686 0.8080279 0.8398817
#> pred_inv 0.000000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.001294733 0.006229466 0.0285267 0.1080024 0.2568162 0.3678370
#> parrotfish 0.000000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> farm_damsel 0.419589497 0.445426553 0.4650960 0.4838989 0.5030769 0.5229296
#> herbs 0.000000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> inverts 0.214679594 0.223141569 0.2319371 0.2410793 0.2505819 0.2604590
#> w
#> sp 3.63 4.23 4.94 5.77 6.73 7.86
#> pred_eng 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.8729880 0.9073986 0.9431653 0.9803419 1.0000000 1.0000000
#> pred_inv 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.4158156 0.4404209 0.4596419 0.4781736 0.4971135 0.5167284
#> parrotfish 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> farm_damsel 0.5435469 0.5649729 0.5872426 0.6103898 0.6344494 0.6594574
#> herbs 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> inverts 0.2707254 0.2813966 0.2924883 0.3040172 0.3160006 0.3284563
#> w
#> sp 9.17 10.7 12.5 14.6 17
#> pred_eng 1.257680e-08 6.136891e-08 2.994515e-07 1.461179e-06 7.129755e-06
#> pred_grab 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> pred_inv 1.184652e-08 5.780550e-08 2.820637e-07 1.376335e-06 6.715763e-06
#> pred_plank 5.371006e-01 5.582724e-01 5.802779e-01 6.031507e-01 6.269249e-01
#> parrotfish 0.000000e+00 4.437279e-09 2.165186e-08 1.056510e-07 5.155266e-07
#> farm_damsel 6.854510e-01 7.124693e-01 7.405525e-01 7.697427e-01 8.000835e-01
#> herbs 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.266317e-09
#> inverts 3.414030e-01 3.548600e-01 3.688475e-01 3.833862e-01 3.984981e-01
#> w
#> sp 19.9 23.2 27.1 31.6 36.9
#> pred_eng 3.478720e-05 1.696838e-04 8.265714e-04 4.001370e-03 1.882554e-02
#> pred_grab 0.000000e+00 4.316381e-09 2.106193e-08 1.027724e-07 5.014808e-07
#> eels 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> pred_inv 3.276727e-05 1.598311e-04 7.785761e-04 3.769029e-03 1.773242e-02
#> pred_plank 6.516363e-01 6.773217e-01 7.040195e-01 7.317697e-01 7.606136e-01
#> parrotfish 2.515511e-06 1.227408e-05 5.988169e-05 2.919635e-04 1.419370e-03
#> farm_damsel 8.316202e-01 8.644000e-01 8.984718e-01 9.338867e-01 9.706975e-01
#> herbs 2.081764e-08 1.015804e-07 4.956644e-07 2.418600e-06 1.180138e-05
#> inverts 4.142056e-01 4.305322e-01 4.475024e-01 4.651415e-01 4.834759e-01
#> w
#> sp 43 50.2 58.7 68.5 79.9
#> pred_eng 7.863807e-02 2.289894e-01 3.862322e-01 4.628533e-01 4.972983e-01
#> pred_grab 2.446979e-06 1.193978e-05 5.825295e-05 2.840725e-04 1.382153e-03
#> eels 0.000000e+00 6.272913e-09 3.060889e-08 1.493571e-07 7.287922e-07
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> pred_inv 7.407192e-02 2.156930e-01 3.638055e-01 4.359775e-01 4.684224e-01
#> pred_plank 7.905946e-01 8.217573e-01 8.541483e-01 8.878160e-01 9.228109e-01
#> parrotfish 6.807530e-03 3.075100e-02 1.112647e-01 2.452815e-01 3.349165e-01
#> farm_damsel 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
#> herbs 5.757915e-05 2.808202e-04 1.367092e-03 6.598888e-03 3.064899e-02
#> inverts 5.025330e-01 5.223412e-01 5.429302e-01 5.643307e-01 5.865748e-01
#> w
#> sp 93.3 109 127 148 173
#> pred_eng 5.206348e-01 5.419907e-01 5.635392e-01 0.5857931028 0.608892247
#> pred_grab 6.654361e-03 3.055794e-02 1.168133e-01 0.2826267776 0.409617279
#> eels 3.556143e-06 1.735178e-05 8.465623e-05 0.0004127994 0.002007797
#> pred_crypt 1.000000e+00 1.000000e+00 1.000000e+00 1.0000000000 1.000000000
#> pred_inv 4.904039e-01 5.105197e-01 5.308171e-01 0.5517787724 0.573536655
#> pred_plank 9.591851e-01 9.969931e-01 1.000000e+00 1.0000000000 1.000000000
#> parrotfish 3.730422e-01 3.937516e-01 4.106267e-01 0.4271134731 0.444015640
#> farm_damsel 1.000000e+00 1.000000e+00 1.000000e+00 1.0000000000 1.000000000
#> herbs 1.219788e-01 3.190474e-01 4.898558e-01 0.5667704902 0.603659121
#> inverts 6.096957e-01 6.337279e-01 6.587074e-01 0.6846715473 0.711659084
#> w
#> sp 202 236 275 321 375 438
#> pred_eng 0.632894819 0.65784193 0.6837720 0.7107241 0.7387386 0.7678573
#> pred_grab 0.464809397 0.49275691 0.5143629 0.5351233 0.5563238 0.5782761
#> eels 0.009651544 0.04402417 0.1644714 0.3821214 0.5390084 0.6063772
#> pred_crypt 1.000000000 1.00000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_inv 0.596145507 0.61964405 0.6440685 0.6694556 0.6958434 0.7232713
#> pred_plank 1.000000000 1.00000000 1.0000000 1.0000000 1.0000000 1.0000000
#> parrotfish 0.461532079 0.47972745 0.4986375 0.5182923 0.5387218 0.5599564
#> farm_damsel 1.000000000 1.00000000 1.0000000 1.0000000 1.0000000 1.0000000
#> herbs 0.630771598 0.65637398 0.6824101 0.7093448 0.7373129 0.7663771
#> inverts 0.739710383 0.76886737 0.7991736 0.8306745 0.8634170 0.8974501
#> w
#> sp 511 597 696 813 949 1110
#> pred_eng 0.7981237 0.8295832 0.8622827 0.8962710 0.9315992 0.9683198
#> pred_grab 0.6010752 0.6247688 0.6493954 0.6749925 0.7015986 0.7292533
#> eels 0.6415287 0.6693608 0.6963109 0.7238827 0.7524436 0.7821087
#> pred_crypt 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_inv 0.7517803 0.7814131 0.8122138 0.8442287 0.8775054 0.9120939
#> pred_plank 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> parrotfish 0.5820281 0.6049698 0.6288157 0.6536016 0.6793645 0.7061428
#> farm_damsel 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> herbs 0.7965856 0.8279846 0.8606210 0.8945440 0.9298040 0.9664538
#> inverts 0.9328247 0.9695936 1.0000000 1.0000000 1.0000000 1.0000000
#> w
#> sp 1290 1510 1760 2060 2400 2800
#> pred_eng 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_grab 0.7579981 0.7878760 0.8189315 0.8512111 0.8847631 0.9196376
#> eels 0.8129382 0.8449819 0.8782884 0.9129078 0.9488916 0.9862939
#> pred_crypt 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_inv 0.9480457 0.9854146 1.0000000 1.0000000 1.0000000 1.0000000
#> pred_plank 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> parrotfish 0.7339767 0.7629077 0.7929790 0.8242357 0.8567244 0.8904937
#> farm_damsel 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> herbs 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> inverts 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> w
#> sp 3270 3820 4450
#> pred_eng 1.0000000 1.0000000 1
#> pred_grab 0.9558867 0.9935647 1
#> eels 1.0000000 1.0000000 1
#> pred_crypt 1.0000000 1.0000000 1
#> pred_inv 1.0000000 1.0000000 1
#> pred_plank 1.0000000 1.0000000 1
#> parrotfish 0.9255941 0.9620780 1
#> farm_damsel 1.0000000 1.0000000 1
#> herbs 1.0000000 1.0000000 1
#> inverts 1.0000000 1.0000000 1
#>
#> Slot "initial_n":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186
#> pred_eng 226353999 190947253 161078902 135882618 114627587
#> pred_grab 77064562 65009969 54840979 46262644 39026148
#> eels 100539154 84812619 71546059 60354681 50913881
#> pred_crypt 35025383849 29546643208 24924898143 21026095691 17737151722
#> pred_inv 180329577 152122063 128326826 108253687 91320429
#> pred_plank 2290660431 1932350742 1630088572 1375106855 1160009888
#> parrotfish 68188069 57521955 48524256 40933994 34531017
#> farm_damsel 5787031957 4881812836 4118189902 3474014395 2930602111
#> herbs 224700983 189552805 159902576 134890295 113790485
#> inverts 409412799 345371630 291347908 245774685 207330117
#> w
#> sp 0.00217 0.00253 0.00295 0.00345 0.00402
#> pred_eng 96697310 81571723 68812111 58048383 48968339
#> pred_grab 32921600 27771938 23427795 19763173 16671778
#> eels 42949830 36231532 30564123 25783222 21750159
#> pred_crypt 14962670951 12622180015 10647793355 8982244208 7577223592
#> pred_inv 77035904 64985794 54820586 46245440 39011636
#> pred_plank 978558820 825490691 696365785 587438855 495550494
#> parrotfish 29129606 24573095 20729322 17486800 14751480
#> farm_damsel 2472191463 2085486327 1759270382 1484081788 1251938744
#> herbs 95991150 80976022 68309591 57624468 48610733
#> inverts 174899125 147541054 124462387 104993731 88570402
#> w
#> sp 0.00469 0.00548 0.0064 0.00747 0.00871 0.0102
#> pred_eng 41308613 34847037 29396194 24797982 20919032 17646835
#> pred_grab 14063945 11864035 10008238 8442730 7122101 6008048
#> eels 18347955 15477931 13056842 11014465 9291560 7838156
#> pred_crypt 6391979113 5392132947 4548684720 3837170352 3236952486 2730621900
#> pred_inv 32909358 27761610 23419084 19755824 16665578 14058715
#> pred_plank 418035494 352645545 297484023 250950977 211696723 178582698
#> parrotfish 12444024 10497505 8855464 7470275 6301759 5316026
#> farm_damsel 1056107980 890909456 751551616 633992408 534822047 451164112
#> herbs 41006945 34592557 29181520 24616888 20766265 17517964
#> inverts 74716042 63028809 53169717 44852803 37836838 31918324
#> w
#> sp 0.0119 0.0139 0.0162 0.0189 0.022 0.0257
#> pred_eng 14886482 12557909 10593576 8936507 7538641 6359432
#> pred_grab 5068257 4275470 3606692 3042526 2566608 2165134
#> eels 6612096 5577819 4705325 3969309 3348421 2824655
#> pred_crypt 2303492557 1943175641 1639220218 1382810111 1166508186 984040641
#> pred_inv 11859623 10004517 8439590 7119453 6005814 5066372
#> pred_plank 150648435 127083705 107205018 90435794 76289646 64356267
#> parrotfish 4484482 3783011 3191264 2692080 2270980 1915749
#> farm_damsel 380592119 321059138 270838425 228473336 192735080 162587073
#> herbs 14777769 12466201 10516213 8871246 7483588 6312990
#> inverts 26925596 22713840 19160896 16163710 13635350 11502482
#> w
#> sp 0.03 0.035 0.0409 0.0477 0.0557 0.0651
#> pred_eng 5364677 4525523 3817632 3220470.2 2716717.8 2291763.3
#> pred_grab 1826460 1540761 1299752 1096442.4 924934.7 780254.6
#> eels 2382817 2010092 1695669 1430429.1 1206678.5 1017927.5
#> pred_crypt 830115034 700266779 590729648 498326534.4 420377300.5 354621041.8
#> pred_inv 4273880 3605351 3041395 2565653.9 2164329.2 1825780.5
#> pred_plank 54289531 45797454 38633725 32590560.0 27492679.4 23192219.5
#> parrotfish 1616083 1363292 1150043 970151.4 818398.4 690382.8
#> farm_damsel 137154878 115700837 97602681 82335473.9 69456394.3 58591886.1
#> herbs 5325499 4492474 3789752 3196951.7 2696878.2 2275027.1
#> inverts 9703240 8185440 6905057 5824954.3 4913803.3 4145176.4
#> w
#> sp 0.0759 0.0886 0.103 0.121 0.141
#> pred_eng 1933281.1 1630873.4 1375768.9 1160568.4 979030.0
#> pred_grab 658205.6 555247.7 468394.8 395127.5 333320.9
#> eels 858701.2 724381.4 611072.2 515487.1 434853.6
#> pred_crypt 299150508.7 252356787.4 212882633.7 179583106.1 151492357.2
#> pred_inv 1540188.2 1299268.9 1096034.7 924590.7 779964.4
#> pred_plank 19564446.1 16504136.3 13922526.2 11744736.8 9907601.6
#> parrotfish 582391.8 491292.9 414443.9 349615.7 294928.1
#> farm_damsel 49426826.0 41695383.0 35173307.7 29671428.5 25030164.3
#> herbs 1919162.8 1618963.5 1365722.0 1152093.0 971880.3
#> inverts 3496779.6 2949806.3 2488391.7 2099152.5 1770798.9
#> w
#> sp 0.165 0.192 0.224 0.262 0.305
#> pred_eng 825888.2 696701.1 587721.7 495789.1 418236.8
#> pred_grab 281182.2 237199.1 200095.9 168796.5 142393.0
#> eels 366832.9 309452.2 261047.0 220213.5 185767.3
#> pred_crypt 127795619.5 107805572.9 90942409.4 76717015.7 64716786.6
#> pred_inv 657960.8 555041.3 468220.6 394980.6 333196.9
#> pred_plank 8357834.7 7050485.5 5947634.4 5017293.5 4232478.4
#> parrotfish 248794.9 209877.9 177048.4 149354.1 125991.8
#> farm_damsel 21114895.9 17812061.6 15025863.3 12675487.7 10692762.5
#> herbs 819856.9 691613.2 583429.7 492168.4 415182.5
#> inverts 1493807.0 1260142.7 1063028.6 896747.6 756476.5
#> w
#> sp 0.356 0.416 0.486 0.567 0.662
#> pred_eng 352815.3 297627.3 251071.81 211798.65 178668.68
#> pred_grab 120119.6 101330.3 85480.00 72109.04 60829.60
#> eels 156709.2 132196.4 111518.01 94074.14 79358.87
#> pred_crypt 54593657.3 46054008.2 38850148.05 32773130.14 27646691.53
#> pred_inv 281077.6 237110.9 200021.53 168733.76 142340.09
#> pred_plank 3570425.7 3011932.6 2540800.05 2143363.02 1808093.88
#> parrotfish 106283.9 89658.8 75634.19 63803.34 53823.09
#> farm_damsel 9020179.2 7609224.7 6418974.57 5414905.72 4567895.33
#> herbs 350238.8 295453.7 249238.28 210251.93 177363.90
#> inverts 638147.0 538326.7 454120.59 383086.14 323163.04
#> w
#> sp 0.772 0.902 1.05 1.23 1.43
#> pred_eng 150720.97 127144.89 107256.64 90479.34 76326.38
#> pred_grab 51314.51 43287.80 36516.63 30804.63 25986.11
#> eels 66945.40 56473.67 47639.94 40188.01 33901.72
#> pred_crypt 23322140.71 19674044.78 16596591.32 14000519.29 11810530.04
#> pred_inv 120074.97 101292.60 85448.21 72082.23 60806.98
#> pred_plank 1525268.22 1286682.71 1085417.23 915634.09 772408.78
#> parrotfish 45403.98 38301.80 32310.55 27256.47 22992.96
#> farm_damsel 3853376.00 3250623.22 2742154.23 2313220.97 1951382.32
#> herbs 149620.29 126216.38 106473.36 89818.59 75768.98
#> inverts 272613.23 229970.52 193998.07 163652.50 138053.65
#> w
#> sp 1.67 1.95 2.28 2.66 3.11
#> pred_eng 64387.25 54315.67 45819.50 38652.33 32606.252
#> pred_grab 21921.31 18492.33 15599.72 13159.58 11101.136
#> eels 28598.74 24125.27 20351.55 17168.12 14482.647
#> pred_crypt 9963103.30 8404654.74 7089981.82 5980952.68 5045400.089
#> pred_inv 51295.43 43271.70 36503.05 30793.17 25976.442
#> pred_plank 651587.05 549664.50 463684.88 391154.36 329969.213
#> parrotfish 19396.35 16362.34 13802.91 11643.83 9822.479
#> farm_damsel 1646143.19 1388650.18 1171434.74 988196.57 833620.887
#> herbs 63917.05 53919.01 45484.89 38370.06 32368.135
#> inverts 116459.02 98242.27 82875.02 69911.54 58975.838
#> w
#> sp 3.63 4.23 4.94 5.77 6.73
#> pred_eng 27505.917 23203.386 19573.866 16512.083 13929.230
#> pred_grab 9364.674 7899.833 6664.125 5621.709 4742.350
#> eels 12217.242 10306.197 8694.081 7334.135 6186.915
#> pred_crypt 4256188.509 3590426.984 3028805.210 2555033.437 0.000
#> pred_inv 21913.155 18485.456 15593.924 13154.691 11097.008
#> pred_plank 278354.768 234813.958 198083.889 167099.211 140961.218
#> parrotfish 8286.027 6989.910 5896.534 4974.187 4196.114
#> farm_damsel 703224.239 593224.496 500431.133 422152.694 356118.725
#> herbs 27305.047 23033.937 19430.922 16391.498 13827.507
#> inverts 49750.720 41968.613 35403.798 29865.865 25194.187
#> w
#> sp 7.86 9.17 10.7 12.5 14.6 17
#> pred_eng 11750.392 9912.372 8361.859 7053.880 5950.498 5019.709
#> pred_grab 4000.542 3374.770 2846.881 2401.567 2025.909 1709.012
#> eels 5219.145 4402.756 3714.068 3133.106 2643.020 2229.593
#> pred_crypt 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_inv 9361.192 7896.895 6661.647 5619.619 4740.587 3999.055
#> pred_plank 118911.782 100311.363 84620.459 71383.957 60217.936 50798.526
#> parrotfish 3539.750 2986.055 2518.970 2124.948 1792.559 1512.164
#> farm_damsel 300413.921 253422.574 213781.708 180341.545 152132.160 128335.343
#> herbs 11664.581 9839.984 8300.794 7002.367 5907.043 4983.051
#> inverts 21253.262 17928.784 15124.328 12758.550 10762.832 9079.288
#> w
#> sp 19.9 23.2 27.1 31.6 36.9 43
#> pred_eng 4234.516 3572.145 3013.3828 2542.0234 2144.3950 1808.9645
#> pred_grab 1441.685 1216.174 1025.9374 865.4582 730.0815 615.8807
#> eels 1880.836 1586.632 1338.4475 1129.0849 952.4712 803.4837
#> pred_crypt 0.000 0.000 0.0000 0.0000 0.0000 0.0000
#> pred_inv 3373.515 2845.823 2400.6735 2025.1553 1708.3765 1441.1488
#> pred_plank 42852.519 36149.442 30494.8739 25724.8047 21700.8793 18306.3843
#> parrotfish 1275.628 1076.092 907.7673 765.7725 645.9888 544.9420
#> farm_damsel 108260.872 91326.490 77041.0173 64990.1072 54824.2245 0.0000
#> herbs 4203.593 3546.058 2991.3767 2523.4595 2128.7349 1795.7540
#> inverts 7659.088 6461.038 5450.3896 4597.8287 3878.6271 3271.9245
#> w
#> sp 50.2 58.7 68.5 79.9 93.3 109
#> pred_eng 1526.0026 1287.3022 1085.9398 916.0750 772.7807 651.9008
#> pred_grab 519.5434 438.2754 369.7195 311.8872 263.1012 221.9464
#> eels 677.8012 571.7782 482.3395 406.8910 343.2443 289.5533
#> pred_crypt 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_inv 1215.7214 1025.5558 865.1363 729.8100 615.6516 519.3502
#> pred_plank 15442.8630 13027.2595 10989.5095 9270.5084 7820.3969 6597.1148
#> parrotfish 459.7011 387.7937 327.1342 275.9632 232.7965 196.3820
#> farm_damsel 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> herbs 1514.8585 1277.9013 1078.0094 909.3851 767.1372 647.1401
#> inverts 2760.1235 2328.3795 1964.1697 1656.9304 1397.7500 1179.1111
#> w
#> sp 127 148 173 202 236 275
#> pred_eng 549.9292 463.9081 391.3427 330.12809 278.48879 234.92702
#> pred_grab 187.2291 157.9423 133.2367 112.39552 94.81439 79.98333
#> eels 244.2608 206.0530 173.8218 146.63226 123.69575 104.34701
#> pred_crypt 0.0000 0.0000 0.0000 0.00000 0.00000 0.00000
#> pred_inv 438.1124 369.5820 311.7712 263.00334 221.86383 187.15945
#> pred_plank 0.0000 0.0000 0.0000 0.00000 0.00000 0.00000
#> parrotfish 165.6636 139.7501 117.8901 99.44952 83.89343 70.77065
#> farm_damsel 0.0000 0.0000 0.0000 0.00000 0.00000 0.00000
#> herbs 545.9131 460.5203 388.4848 327.71723 276.45505 233.21139
#> inverts 994.6722 839.0836 707.8325 597.11189 503.71045 424.91906
#> w
#> sp 321 375 438 511 597 696
#> pred_eng 198.17926 167.17967 141.02909 118.96904 100.35966 84.66120
#> pred_grab 67.47218 56.91805 48.01481 40.50424 34.16849 28.82378
#> eels 88.02484 74.25582 62.64058 52.84221 44.57653 37.60378
#> pred_crypt 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_inv 157.88359 133.18713 112.35373 94.77913 79.95359 67.44709
#> pred_plank 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> parrotfish 59.70056 50.36208 42.48434 35.83886 30.23287 25.50379
#> farm_damsel 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> herbs 196.73200 165.95879 139.99918 118.10023 99.62676 84.04294
#> inverts 358.45237 302.38253 255.08325 215.18262 181.52332 0.00000
#> w
#> sp 813 949 1110 1290 1510 1760 2060
#> pred_eng 71.41833 60.24693 50.82298 0.00000 0.00000 0.000000 0.000000
#> pred_grab 24.31511 20.51169 17.30321 14.59661 12.31338 10.387294 8.762493
#> eels 31.72172 26.75975 22.57393 19.04287 16.06415 13.551362 11.431631
#> pred_crypt 0.00000 0.00000 0.00000 0.00000 0.00000 0.000000 0.000000
#> pred_inv 56.89688 47.99696 40.48918 34.15578 28.81306 0.000000 0.000000
#> pred_plank 0.00000 0.00000 0.00000 0.00000 0.00000 0.000000 0.000000
#> parrotfish 21.51443 18.14910 15.31018 12.91533 10.89509 9.190859 7.753207
#> farm_damsel 0.00000 0.00000 0.00000 0.00000 0.00000 0.000000 0.000000
#> herbs 70.89677 59.80696 50.45183 0.00000 0.00000 0.000000 0.000000
#> inverts 0.00000 0.00000 0.00000 0.00000 0.00000 0.000000 0.000000
#> w
#> sp 2400 2800 3270 3820 4450
#> pred_eng 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_grab 7.391846 6.235599 5.260214 4.437401 0.000000
#> eels 9.643472 8.135021 0.000000 0.000000 0.000000
#> pred_crypt 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_inv 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_plank 0.000000 0.000000 0.000000 0.000000 0.000000
#> parrotfish 6.540435 5.517367 4.654329 3.926290 3.312132
#> farm_damsel 0.000000 0.000000 0.000000 0.000000 0.000000
#> herbs 0.000000 0.000000 0.000000 0.000000 0.000000
#> inverts 0.000000 0.000000 0.000000 0.000000 0.000000
#>
#> Slot "intake_max":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186 0.00217
#> pred_eng 0.11627907 0.13057820 0.14663574 0.16466791 0.18491755 0.2076573
#> pred_grab 0.05661532 0.06357745 0.07139574 0.08017546 0.09003484 0.1011067
#> eels 0.12446374 0.13976937 0.15695717 0.17625859 0.19793357 0.2222740
#> pred_crypt 0.30378560 0.34114289 0.38309412 0.43020419 0.48310751 0.5425165
#> pred_inv 0.46511626 0.52231281 0.58654296 0.65867166 0.73967021 0.8306294
#> pred_plank 0.10118446 0.11362738 0.12760043 0.14329178 0.16091274 0.1807006
#> parrotfish 0.15461372 0.17362696 0.19497832 0.21895530 0.24588080 0.2761174
#> farm_damsel 0.07705689 0.08653277 0.09717393 0.10912366 0.12254288 0.1376123
#> herbs 0.14167524 0.15909741 0.17866203 0.20063256 0.22530486 0.2530112
#> inverts 1.98867764 2.23323046 2.50785656 2.81625415 3.16257619 3.5514863
#> w
#> sp 0.00253 0.00295 0.00345 0.00402 0.00469 0.00548
#> pred_eng 0.2331935 0.2618699 0.2940727 0.3302356 0.3708455 0.4164494
#> pred_grab 0.1135400 0.1275023 0.1431816 0.1607890 0.1805616 0.2027658
#> eels 0.2496076 0.2803025 0.3147720 0.3534803 0.3969487 0.4457625
#> pred_crypt 0.6092311 0.6841499 0.7682815 0.8627591 0.9688548 1.0879974
#> pred_inv 0.9327740 1.0474796 1.1762909 1.3209424 1.4833821 1.6657974
#> pred_plank 0.2029218 0.2278756 0.2558981 0.2873665 0.3227047 0.3623886
#> parrotfish 0.3100723 0.3482027 0.3910220 0.4391070 0.4931051 0.5537436
#> farm_damsel 0.1545348 0.1735384 0.1948788 0.2188436 0.2457553 0.2759765
#> herbs 0.2841246 0.3190642 0.3583003 0.4023614 0.4518408 0.5074049
#> inverts 3.9882218 4.4786637 5.0294165 5.6478968 6.3424333 7.1223786
#> w
#> sp 0.0064 0.00747 0.00871 0.0102 0.0119 0.0139
#> pred_eng 0.4676612 0.5251707 0.5897523 0.6622757 0.7437174 0.8351743
#> pred_grab 0.2277004 0.2557013 0.2871456 0.3224566 0.3621099 0.4066395
#> eels 0.5005790 0.5621365 0.6312639 0.7088921 0.7960664 0.8939607
#> pred_crypt 1.2217912 1.3720380 1.5407611 1.7302324 1.9430036 2.1819398
#> pred_inv 1.8706448 2.1006829 2.3590093 2.6491027 2.9748697 3.3406971
#> pred_plank 0.4069524 0.4569964 0.5131945 0.5763033 0.6471728 0.7267573
#> parrotfish 0.6218388 0.6983079 0.7841807 0.8806134 0.9889047 1.1105129
#> farm_damsel 0.3099141 0.3480250 0.3908225 0.4388830 0.4928535 0.5534610
#> herbs 0.5698017 0.6398717 0.7185584 0.8069214 0.9061506 1.0175823
#> inverts 7.9982359 8.9817996 10.0863147 11.3266548 12.7195227 14.2836752
#> w
#> sp 0.0162 0.0189 0.022 0.0257 0.03 0.035
#> pred_eng 0.9378778 1.0532111 1.1827271 1.3281701 1.4914987 1.6749121
#> pred_grab 0.4566450 0.5127998 0.5758601 0.6466751 0.7261984 0.8155009
#> eels 1.0038933 1.1273447 1.2659772 1.4216577 1.5964826 1.7928061
#> pred_crypt 2.4502585 2.7515731 3.0899412 3.4699192 3.8966241 4.3758020
#> pred_inv 3.7515112 4.2128442 4.7309086 5.3126806 5.9659946 6.6996484
#> pred_plank 0.8161285 0.9164900 1.0291931 1.1557556 1.2978819 1.4574858
#> parrotfish 1.2470755 1.4004316 1.5726463 1.7660386 1.9832130 2.2270938
#> farm_damsel 0.6215215 0.6979517 0.7837806 0.8801641 0.9884001 1.1099463
#> herbs 1.1427170 1.2832398 1.4410432 1.6182519 1.8172526 2.0407248
#> inverts 16.0401756 18.0126774 20.2277428 22.7152004 25.5085472 28.6453990
#> w
#> sp 0.0409 0.0477 0.0557 0.0651 0.0759 0.0886
#> pred_eng 1.8808803 2.112177 2.371917 2.663598 2.991147 3.358976
#> pred_grab 0.9157852 1.028402 1.154867 1.296884 1.456365 1.635458
#> eels 2.0132721 2.260849 2.538872 2.851084 3.201689 3.595409
#> pred_crypt 4.9139057 5.518181 6.196766 6.958799 7.814540 8.775514
#> pred_inv 7.5235214 8.448708 9.487668 10.654391 11.964589 13.435905
#> pred_plank 1.6367165 1.837988 2.064010 2.317827 2.602856 2.922935
#> parrotfish 2.5009652 2.808515 3.153886 3.541727 3.977263 4.466357
#> farm_damsel 1.2464392 1.399717 1.571844 1.765138 1.982201 2.225957
#> herbs 2.2916780 2.573492 2.889960 3.245346 3.644435 4.092600
#> inverts 32.1679976 36.123779 40.566014 45.554521 51.156478 57.447322
#> w
#> sp 0.103 0.121 0.141 0.165 0.192 0.224
#> pred_eng 3.772038 4.235895 4.756794 5.341750 5.998638 6.736306
#> pred_grab 1.836574 2.062423 2.316044 2.600854 2.920688 3.279852
#> eels 4.037545 4.534053 5.091617 5.717746 6.420872 7.210463
#> pred_crypt 9.854662 11.066515 12.427393 13.955621 15.671780 17.598979
#> pred_inv 15.088153 16.943582 19.027178 21.366999 23.994554 26.945226
#> pred_plank 3.282376 3.686019 4.139298 4.648318 5.219934 5.861842
#> parrotfish 5.015596 5.632377 6.325005 7.102807 7.976258 8.957119
#> farm_damsel 2.499689 2.807082 3.152277 3.539920 3.975233 4.464078
#> herbs 4.595878 5.161045 5.795712 6.508426 7.308784 8.207564
#> inverts 64.511767 72.444945 81.353687 91.357960 102.592484 115.208546
#> w
#> sp 0.262 0.305 0.356 0.416 0.486 0.567
#> pred_eng 7.564687 8.494937 9.539581 10.712688 12.030054 13.509421
#> pred_grab 3.683184 4.136115 4.644744 5.215920 5.857335 6.577626
#> eels 8.097152 9.092880 10.211055 11.466735 12.876828 14.460325
#> pred_crypt 19.763171 22.193499 24.922691 27.987499 31.429194 35.294123
#> pred_inv 30.258750 33.979746 38.158323 42.850751 48.120218 54.037685
#> pred_plank 6.582688 7.392178 8.301214 9.322035 10.468390 11.755715
#> parrotfish 10.058598 11.295530 12.684571 14.244425 15.996099 17.963180
#> farm_damsel 5.013037 5.629503 6.321778 7.099183 7.972188 8.952548
#> herbs 9.216869 10.350291 11.623093 13.052415 14.657504 16.459975
#> inverts 129.376038 145.285743 163.151905 183.215116 205.745551 231.046612
#> w
#> sp 0.662 0.772 0.902 1.05 1.23 1.43
#> pred_eng 15.170710 17.03629 19.131288 21.48391 24.12584 27.09266
#> pred_grab 7.386494 8.29483 9.314867 10.46034 11.74667 13.19119
#> eels 16.238549 18.23544 20.477905 22.99613 25.82402 28.99966
#> pred_crypt 39.634332 44.50827 49.981565 56.12793 63.03012 70.78110
#> pred_inv 60.682839 68.14516 76.525150 85.93565 96.50337 108.37064
#> pred_plank 13.201346 14.82475 16.647787 18.69501 20.99398 23.57567
#> parrotfish 20.172159 22.65278 25.438452 28.56668 32.07960 36.02451
#> farm_damsel 10.053466 11.28977 12.678099 14.23716 15.98794 17.95402
#> herbs 18.484100 20.75714 23.309697 26.17615 29.39510 33.00989
#> inverts 259.459010 291.36535 327.195302 367.43135 412.61533 463.35570
#> w
#> sp 1.67 1.95 2.28 2.66 3.11 3.63
#> pred_eng 30.42431 34.16567 38.36711 43.08521 48.38351 54.33336
#> pred_grab 14.81335 16.63498 18.68063 20.97784 23.55754 26.45447
#> eels 32.56583 36.57053 41.06770 46.11791 51.78914 58.15779
#> pred_crypt 79.48523 89.25974 100.23624 112.56255 126.40465 141.94896
#> pred_inv 121.69726 136.66269 153.46845 172.34086 193.53406 217.33344
#> pred_plank 26.47483 29.73050 33.38654 37.49217 42.10268 47.28015
#> parrotfish 40.45454 45.42934 51.01590 57.28946 64.33450 72.24587
#> farm_damsel 20.16187 22.64122 25.42547 28.55211 32.06324 36.00613
#> herbs 37.06920 41.62770 46.74676 52.49533 58.95082 66.20015
#> inverts 520.33575 584.32278 656.17846 736.87042 827.48527 929.24327
#> w
#> sp 4.23 4.94 5.77 6.73 7.86 9.17
#> pred_eng 61.01487 68.51803 76.94387 86.40585 97.03141 108.96361
#> pred_grab 29.70764 33.36087 37.46334 42.07030 47.24379 53.05349
#> eels 65.30960 73.34089 82.35981 92.48781 103.86127 116.63336
#> pred_crypt 159.40479 179.00721 201.02018 225.74015 253.50000 284.67355
#> pred_inv 244.05949 274.07212 307.77548 345.62342 388.12562 435.85443
#> pred_plank 53.09431 59.62346 66.95551 75.18920 84.43541 94.81865
#> parrotfish 81.13014 91.10692 102.31057 114.89196 129.02053 144.88651
#> farm_damsel 40.43390 45.40616 50.98988 57.26023 64.30167 72.20901
#> herbs 74.34096 83.48285 93.74896 105.27751 118.22375 132.76203
#> inverts 1043.51471 1171.83840 1315.94239 1477.76722 1659.49207 1863.56409
#> w
#> sp 10.7 12.5 14.6 17 19.9 23.2
#> pred_eng 122.36314 137.41045 154.30817 173.28385 194.59301 218.5226
#> pred_grab 59.57761 66.90402 75.13138 84.37048 94.74574 106.3969
#> eels 130.97607 147.08253 165.16965 185.48099 208.29006 233.9040
#> pred_crypt 319.68059 358.99254 403.13878 452.71379 508.38518 570.9026
#> pred_inv 489.45257 549.64182 617.23269 693.13539 778.37203 874.0904
#> pred_plank 106.47875 119.57271 134.27688 150.78925 169.33219 190.1554
#> parrotfish 162.70358 182.71166 205.18018 230.41172 258.74604 290.5647
#> farm_damsel 81.08874 91.06043 102.25837 114.83334 128.95470 144.8126
#> herbs 149.08812 167.42187 188.01017 211.13027 237.09350 266.2495
#> inverts 2092.73137 2350.07994 2639.07534 2963.60923 3328.05190 3737.3110
#> w
#> sp 27.1 31.6 36.9 43 50.2 58.7
#> pred_eng 245.3949 275.5717 309.4595 347.5145 390.2493 438.2393
#> pred_grab 119.4808 134.1736 150.6733 169.2020 190.0092 213.3751
#> eels 262.6678 294.9687 331.2418 371.9755 417.7183 469.0861
#> pred_crypt 641.1080 719.9467 808.4804 907.9013 1019.5483 1144.9247
#> pred_inv 981.5796 1102.2870 1237.8381 1390.0582 1560.9972 1752.9571
#> pred_plank 213.5393 239.7988 269.2875 302.4024 339.5896 381.3499
#> parrotfish 326.2962 366.4217 411.4815 462.0824 518.9059 582.7171
#> farm_damsel 162.6206 182.6184 205.0755 230.2942 258.6140 290.4165
#> herbs 298.9909 335.7586 377.0477 423.4142 475.4825 533.9538
#> inverts 4196.8978 4713.0011 5292.5711 5943.4122 6674.2889 7495.0434
#> w
#> sp 68.5 79.9 93.3 109 127 148
#> pred_eng 492.1307 552.6493 620.6100 696.9280 782.6310 878.8732
#> pred_grab 239.6144 269.0804 302.1699 339.3285 381.0566 427.9161
#> eels 526.7709 591.5493 664.2936 745.9835 837.7190 940.7355
#> pred_crypt 1285.7191 1443.8273 1621.3784 1820.7635 2044.6675 2296.1056
#> pred_inv 1968.5227 2210.5971 2482.4399 2787.7119 3130.5240 3515.4926
#> pred_plank 428.2454 480.9079 540.0464 606.4573 681.0349 764.7835
#> parrotfish 654.3753 734.8456 825.2114 926.6898 1040.6472 1168.6183
#> farm_damsel 326.1297 366.2347 411.2716 461.8467 518.6412 582.4198
#> herbs 599.6155 673.3518 756.1556 849.1420 953.5632 1070.8253
#> inverts 8416.7282 9451.7550 10614.0617 11919.3002 13385.0473 15031.0411
#> w
#> sp 173 202 236 275 321 375
#> pred_eng 986.9505 1108.3183 1244.6111 1397.6641 1569.5385 1762.5486
#> pred_grab 480.5381 539.6311 605.9909 680.5112 764.1954 858.1705
#> eels 1056.4201 1186.3308 1332.2170 1496.0432 1680.0154 1886.6113
#> pred_crypt 2578.4636 2895.5439 3251.6164 3651.4760 4100.5075 4604.7574
#> pred_inv 3947.8018 4433.2732 4978.4443 5590.6564 6278.1538 7050.1946
#> pred_plank 858.8309 964.4435 1083.0436 1216.2283 1365.7910 1533.7459
#> parrotfish 1312.3263 1473.7065 1654.9320 1858.4432 2086.9808 2343.6222
#> farm_damsel 654.0415 734.4706 824.7904 926.2170 1040.1163 1168.0221
#> herbs 1202.5075 1350.3829 1516.4430 1702.9239 1912.3368 2147.5018
#> inverts 16879.4469 18955.1561 21286.1205 23903.7296 26843.2329 30144.2144
#> w
#> sp 438 511 597 696 813 949
#> pred_eng 1979.2938 2222.693 2496.023 2802.965 3147.653 3534.728
#> pred_grab 963.7019 1082.211 1215.293 1364.741 1532.566 1721.030
#> eels 2118.6127 2379.144 2671.713 3000.261 3369.211 3783.531
#> pred_crypt 5171.0163 5806.910 6521.000 7322.904 8223.421 9234.676
#> pred_inv 7917.1752 8890.771 9984.092 11211.861 12590.613 14138.913
#> pred_plank 1722.3546 1934.157 2172.005 2439.102 2739.045 3075.872
#> parrotfish 2631.8234 2955.466 3318.907 3727.041 4185.365 4700.050
#> farm_damsel 1311.6567 1472.955 1654.088 1857.495 2085.916 2342.426
#> herbs 2411.5856 2708.145 3041.172 3415.153 3835.123 4306.738
#> inverts 33851.1262 38013.887 42688.552 47938.074 53833.142 60453.142
#> w
#> sp 1110 1290 1510 1760 2060 2400
#> pred_eng 3969.403 4457.531 5005.685 5621.246 6312.506 7088.771
#> pred_grab 1932.670 2170.335 2437.227 2736.939 3073.507 3451.464
#> eels 4248.802 4771.288 5358.026 6016.916 6756.832 7587.737
#> pred_crypt 10370.288 11645.549 13077.632 14685.822 16491.776 18519.812
#> pred_inv 15877.611 17830.122 20022.738 22484.986 25250.023 28355.083
#> pred_plank 3454.120 3878.883 4355.879 4891.532 5493.057 6168.552
#> parrotfish 5278.028 5927.080 6655.949 7474.448 8393.600 9425.783
#> farm_damsel 2630.481 2953.958 3317.213 3725.140 4183.230 4697.652
#> herbs 4836.349 5431.087 6098.962 6848.967 7691.202 8637.009
#> inverts 67887.221 76235.488 85610.362 96138.089 107960.438 121236.611
#> w
#> sp 2800 3270 3820 4450
#> pred_eng 7960.495 8939.418 10038.721 11273.208
#> pred_grab 3875.900 4352.529 4887.771 5488.833
#> eels 8520.820 9568.647 10745.329 12066.709
#> pred_crypt 20797.241 23354.732 26226.723 29451.891
#> pred_inv 31841.981 35757.671 40154.884 45092.834
#> pred_plank 6927.115 7778.960 8735.559 9809.793
#> parrotfish 10584.895 11886.547 13348.267 14989.737
#> farm_damsel 5275.335 5924.056 6652.553 7470.634
#> herbs 9699.124 10891.850 12231.249 13735.357
#> inverts 136145.390 152887.540 171688.515 192801.494
#>
#> Slot "search_vol":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186
#> pred_eng 1.879474e-13 2.126980e-13 2.407079e-13 2.724065e-13 3.082795e-13
#> pred_grab 9.442574e-14 1.068606e-13 1.209329e-13 1.368585e-13 1.548812e-13
#> eels 2.129376e-13 2.409792e-13 2.727135e-13 3.086268e-13 3.492696e-13
#> pred_crypt 1.071477e-12 1.212579e-12 1.372262e-12 1.552974e-12 1.757484e-12
#> pred_inv 7.620344e-13 8.623859e-13 9.759527e-13 1.104475e-12 1.249922e-12
#> pred_plank 9.319955e-14 1.054729e-13 1.193625e-13 1.350813e-13 1.528700e-13
#> parrotfish 5.105019e-13 5.777294e-13 6.538100e-13 7.399096e-13 8.373475e-13
#> farm_damsel 2.544256e-13 2.879307e-13 3.258480e-13 3.687585e-13 4.173200e-13
#> herbs 4.677818e-13 5.293835e-13 5.990975e-13 6.779920e-13 7.672761e-13
#> inverts 3.402311e-12 3.850357e-12 4.357407e-12 4.931230e-12 5.580619e-12
#> w
#> sp 0.00217 0.00253 0.00295 0.00345 0.00402
#> pred_eng 3.488765e-13 3.948197e-13 4.468131e-13 5.056535e-13 5.722425e-13
#> pred_grab 1.752774e-13 1.983595e-13 2.244812e-13 2.540430e-13 2.874976e-13
#> eels 3.952646e-13 4.473166e-13 5.062232e-13 5.728873e-13 6.483302e-13
#> pred_crypt 1.988925e-12 2.250844e-12 2.547256e-12 2.882702e-12 3.262322e-12
#> pred_inv 1.414523e-12 1.600800e-12 1.811608e-12 2.050177e-12 2.320163e-12
#> pred_plank 1.730013e-13 1.957836e-13 2.215662e-13 2.507440e-13 2.837643e-13
#> parrotfish 9.476170e-13 1.072408e-12 1.213632e-12 1.373454e-12 1.554323e-12
#> farm_damsel 4.722764e-13 5.344700e-13 6.048539e-13 6.845065e-13 7.746485e-13
#> herbs 8.683179e-13 9.826659e-13 1.112072e-12 1.258520e-12 1.424253e-12
#> inverts 6.315525e-12 7.147210e-12 8.088419e-12 9.153574e-12 1.035900e-11
#> w
#> sp 0.00469 0.00548 0.0064 0.00747 0.00871
#> pred_eng 6.476005e-13 7.328824e-13 8.293949e-13 9.386171e-13 1.062223e-12
#> pred_grab 3.253579e-13 3.682039e-13 4.166924e-13 4.715662e-13 5.336662e-13
#> eels 7.337082e-13 8.303295e-13 9.396747e-13 1.063420e-12 1.203460e-12
#> pred_crypt 3.691933e-12 4.178121e-12 4.728333e-12 5.351002e-12 6.055671e-12
#> pred_inv 2.625703e-12 2.971479e-12 3.362790e-12 3.805632e-12 4.306792e-12
#> pred_plank 3.211329e-13 3.634226e-13 4.112813e-13 4.654425e-13 5.267362e-13
#> parrotfish 1.759010e-12 1.990652e-12 2.252799e-12 2.549468e-12 2.885205e-12
#> farm_damsel 8.766611e-13 9.921078e-13 1.122757e-12 1.270612e-12 1.437938e-12
#> herbs 1.611811e-12 1.824069e-12 2.064279e-12 2.336122e-12 2.643764e-12
#> inverts 1.172317e-11 1.326698e-11 1.501409e-11 1.699128e-11 1.922885e-11
#> w
#> sp 0.0102 0.0119 0.0139 0.0162 0.0189
#> pred_eng 1.202106e-12 1.360410e-12 1.539561e-12 1.742304e-12 1.971746e-12
#> pred_grab 6.039442e-13 6.834770e-13 7.734834e-13 8.753427e-13 9.906157e-13
#> eels 1.361943e-12 1.541296e-12 1.744267e-12 1.973968e-12 2.233918e-12
#> pred_crypt 6.853136e-12 7.755618e-12 8.776948e-12 9.932776e-12 1.124081e-11
#> pred_inv 4.873949e-12 5.515795e-12 6.242164e-12 7.064189e-12 7.994465e-12
#> pred_plank 5.961016e-13 6.746016e-13 7.634392e-13 8.639757e-13 9.777518e-13
#> parrotfish 3.265155e-12 3.695140e-12 4.181749e-12 4.732439e-12 5.355650e-12
#> farm_damsel 1.627299e-12 1.841596e-12 2.084114e-12 2.358569e-12 2.669166e-12
#> herbs 2.991918e-12 3.385921e-12 3.831810e-12 4.336417e-12 4.907475e-12
#> inverts 2.176108e-11 2.462677e-11 2.786985e-11 3.154000e-11 3.569347e-11
#> w
#> sp 0.022 0.0257 0.03 0.035 0.0409
#> pred_eng 2.231404e-12 2.525255e-12 2.857803e-12 3.234144e-12 3.660046e-12
#> pred_grab 1.121069e-12 1.268701e-12 1.435775e-12 1.624851e-12 1.838826e-12
#> eels 2.528100e-12 2.861023e-12 3.237789e-12 3.664170e-12 4.146701e-12
#> pred_crypt 1.272110e-11 1.439633e-11 1.629217e-11 1.843767e-11 2.086571e-11
#> pred_inv 9.047248e-12 1.023867e-11 1.158699e-11 1.311287e-11 1.483969e-11
#> pred_plank 1.106511e-12 1.252226e-12 1.417131e-12 1.603751e-12 1.814948e-12
#> parrotfish 6.060930e-12 6.859088e-12 7.762354e-12 8.784571e-12 9.941402e-12
#> farm_damsel 3.020666e-12 3.418454e-12 3.868627e-12 4.378083e-12 4.954628e-12
#> herbs 5.553736e-12 6.285101e-12 7.112780e-12 8.049455e-12 9.109480e-12
#> inverts 4.039391e-11 4.571334e-11 5.173328e-11 5.854599e-11 6.625585e-11
#> w
#> sp 0.0477 0.0557 0.0651 0.0759 0.0886
#> pred_eng 4.142033e-12 4.687494e-12 5.304785e-12 6.003367e-12 6.793944e-12
#> pred_grab 2.080979e-12 2.355021e-12 2.665152e-12 3.016123e-12 3.413313e-12
#> eels 4.692776e-12 5.310763e-12 6.010132e-12 6.801600e-12 7.697296e-12
#> pred_crypt 2.361350e-11 2.672313e-11 3.024228e-11 3.422485e-11 3.873189e-11
#> pred_inv 1.679391e-11 1.900549e-11 2.150830e-11 2.434071e-11 2.754611e-11
#> pred_plank 2.053956e-12 2.324440e-12 2.630543e-12 2.976957e-12 3.368989e-12
#> parrotfish 1.125058e-11 1.273215e-11 1.440884e-11 1.630632e-11 1.845369e-11
#> farm_damsel 5.607098e-12 6.345492e-12 7.181123e-12 8.126798e-12 9.197008e-12
#> herbs 1.030910e-11 1.166669e-11 1.320307e-11 1.494177e-11 1.690943e-11
#> inverts 7.498102e-11 8.485519e-11 9.602969e-11 1.086757e-10 1.229871e-10
#> w
#> sp 0.103 0.121 0.141 0.165 0.192
#> pred_eng 7.688632e-12 8.701140e-12 9.846985e-12 1.114372e-11 1.261123e-11
#> pred_grab 3.862809e-12 4.371499e-12 4.947177e-12 5.598666e-12 6.335948e-12
#> eels 8.710945e-12 9.858080e-12 1.115628e-11 1.262544e-11 1.428807e-11
#> pred_crypt 4.383245e-11 4.960470e-11 5.613710e-11 6.352974e-11 7.189590e-11
#> pred_inv 3.117363e-11 3.527886e-11 3.992470e-11 4.518234e-11 5.113236e-11
#> pred_plank 3.812648e-12 4.314731e-12 4.882934e-12 5.525963e-12 6.253671e-12
#> parrotfish 2.088383e-11 2.363400e-11 2.674634e-11 3.026854e-11 3.425458e-11
#> farm_damsel 1.040815e-11 1.177879e-11 1.332993e-11 1.508533e-11 1.707191e-11
#> herbs 1.913622e-11 2.165625e-11 2.450814e-11 2.773559e-11 3.138806e-11
#> inverts 1.391832e-10 1.575121e-10 1.782547e-10 2.017289e-10 2.282944e-10
#> w
#> sp 0.224 0.262 0.305 0.356 0.416
#> pred_eng 1.427199e-11 1.615145e-11 1.827842e-11 2.068549e-11 2.340954e-11
#> pred_grab 7.170323e-12 8.114576e-12 9.183176e-12 1.039250e-11 1.176108e-11
#> eels 1.616965e-11 1.829902e-11 2.070880e-11 2.343592e-11 2.652217e-11
#> pred_crypt 8.136380e-11 9.207852e-11 1.042043e-10 1.179268e-10 1.334565e-10
#> pred_inv 5.786592e-11 6.548623e-11 7.411005e-11 8.386953e-11 9.491422e-11
#> pred_plank 7.077211e-12 8.009202e-12 9.063926e-12 1.025755e-11 1.160835e-11
#> parrotfish 3.876553e-11 4.387052e-11 4.964778e-11 5.618585e-11 6.358491e-11
#> farm_damsel 1.932009e-11 2.186433e-11 2.474362e-11 2.800209e-11 3.168965e-11
#> herbs 3.552153e-11 4.019932e-11 4.549313e-11 5.148407e-11 5.826396e-11
#> inverts 2.583582e-10 2.923812e-10 3.308845e-10 3.744584e-10 4.237704e-10
#> w
#> sp 0.486 0.567 0.662 0.772 0.902
#> pred_eng 2.649232e-11 2.998107e-11 3.392925e-11 3.839735e-11 4.345386e-11
#> pred_grab 1.330988e-11 1.506265e-11 1.704623e-11 1.929103e-11 2.183145e-11
#> eels 3.001485e-11 3.396748e-11 3.844062e-11 4.350283e-11 4.923167e-11
#> pred_crypt 1.510312e-10 1.709204e-10 1.934287e-10 2.189011e-10 2.477280e-10
#> pred_inv 1.074134e-10 1.215585e-10 1.375665e-10 1.556825e-10 1.761841e-10
#> pred_plank 1.313704e-11 1.486705e-11 1.682487e-11 1.904052e-11 2.154795e-11
#> parrotfish 7.195834e-11 8.143447e-11 9.215849e-11 1.042947e-10 1.180292e-10
#> farm_damsel 3.586283e-11 4.058557e-11 4.593025e-11 5.197876e-11 5.882379e-11
#> herbs 6.593668e-11 7.461982e-11 8.444643e-11 9.556709e-11 1.081522e-10
#> inverts 4.795763e-10 5.427313e-10 6.142030e-10 6.950868e-10 7.866221e-10
#> w
#> sp 1.05 1.23 1.43 1.67 1.95
#> pred_eng 4.917626e-11 5.565223e-11 6.298102e-11 7.127493e-11 8.066105e-11
#> pred_grab 2.470641e-11 2.795997e-11 3.164200e-11 3.580890e-11 4.052454e-11
#> eels 5.571494e-11 6.305199e-11 7.135524e-11 8.075194e-11 9.138608e-11
#> pred_crypt 2.803511e-10 3.172702e-10 3.590512e-10 4.063343e-10 4.598441e-10
#> pred_inv 1.993856e-10 2.256425e-10 2.553572e-10 2.889849e-10 3.270410e-10
#> pred_plank 2.438558e-11 2.759689e-11 3.123110e-11 3.534389e-11 3.999830e-11
#> parrotfish 1.335724e-10 1.511624e-10 1.710688e-10 1.935967e-10 2.190912e-10
#> farm_damsel 6.657023e-11 7.533680e-11 8.525783e-11 9.648535e-11 1.091914e-10
#> herbs 1.223947e-10 1.385127e-10 1.567533e-10 1.773960e-10 2.007571e-10
#> inverts 8.902116e-10 1.007443e-09 1.140112e-09 1.290252e-09 1.460164e-09
#> w
#> sp 2.28 2.66 3.11 3.63 4.23
#> pred_eng 9.128322e-11 1.033042e-10 1.169083e-10 1.323038e-10 1.497267e-10
#> pred_grab 4.586117e-11 5.190058e-11 5.873532e-11 6.647011e-11 7.522350e-11
#> eels 1.034206e-10 1.170400e-10 1.324529e-10 1.498954e-10 1.696350e-10
#> pred_crypt 5.204005e-10 5.889315e-10 6.664873e-10 7.542563e-10 8.535836e-10
#> pred_inv 3.701087e-10 4.188480e-10 4.740056e-10 5.364270e-10 6.070685e-10
#> pred_plank 4.526563e-11 5.122662e-11 5.797260e-11 6.560695e-11 7.424667e-11
#> parrotfish 2.479431e-10 2.805945e-10 3.175457e-10 3.593630e-10 4.066872e-10
#> farm_damsel 1.235707e-10 1.398436e-10 1.582595e-10 1.791005e-10 2.026861e-10
#> herbs 2.271946e-10 2.571137e-10 2.909727e-10 3.292906e-10 3.726545e-10
#> inverts 1.652451e-09 1.870061e-09 2.116328e-09 2.395025e-09 2.710423e-09
#> w
#> sp 4.94 5.77 6.73 7.86 9.17
#> pred_eng 1.694441e-10 1.917580e-10 2.170104e-10 2.455883e-10 2.779296e-10
#> pred_grab 8.512961e-11 9.634024e-11 1.090272e-10 1.233849e-10 1.396333e-10
#> eels 1.919741e-10 2.172550e-10 2.458651e-10 2.782428e-10 3.148843e-10
#> pred_crypt 9.659911e-10 1.093202e-09 1.237164e-09 1.400085e-09 1.584461e-09
#> pred_inv 6.870128e-10 7.774848e-10 8.798710e-10 9.957403e-10 1.126868e-09
#> pred_plank 8.402414e-11 9.508919e-11 1.076114e-10 1.217826e-10 1.378201e-10
#> parrotfish 4.602434e-10 5.208524e-10 5.894429e-10 6.670661e-10 7.549114e-10
#> farm_damsel 2.293776e-10 2.595841e-10 2.937685e-10 3.324546e-10 3.762352e-10
#> herbs 4.217291e-10 4.772661e-10 5.401168e-10 6.112443e-10 6.917384e-10
#> inverts 3.067356e-09 3.471293e-09 3.928424e-09 4.445754e-09 5.031211e-09
#> w
#> sp 10.7 12.5 14.6 17 19.9
#> pred_eng 3.145299e-10 3.559500e-10 4.028247e-10 4.558723e-10 5.159057e-10
#> pred_grab 1.580215e-10 1.788312e-10 2.023813e-10 2.290326e-10 2.591937e-10
#> eels 3.563511e-10 4.032786e-10 4.563860e-10 5.164870e-10 5.845027e-10
#> pred_crypt 1.793117e-09 2.029251e-09 2.296481e-09 2.598902e-09 2.941149e-09
#> pred_inv 1.275265e-09 1.443203e-09 1.633257e-09 1.848339e-09 2.091745e-09
#> pred_plank 1.559694e-10 1.765089e-10 1.997532e-10 2.260585e-10 2.558279e-10
#> parrotfish 8.543249e-10 9.668301e-10 1.094151e-09 1.238239e-09 1.401301e-09
#> farm_damsel 4.257812e-10 4.818519e-10 5.453065e-10 6.171174e-10 6.983850e-10
#> herbs 7.828328e-10 8.859232e-10 1.002590e-09 1.134620e-09 1.284037e-09
#> inverts 5.693767e-09 6.443573e-09 7.292121e-09 8.252413e-09 9.339165e-09
#> w
#> sp 23.2 27.1 31.6 36.9 43
#> pred_eng 5.838448e-10 6.607307e-10 7.477417e-10 8.462110e-10 9.576477e-10
#> pred_grab 2.933267e-10 3.319546e-10 3.756693e-10 4.251409e-10 4.811272e-10
#> eels 6.614752e-10 7.485842e-10 8.471646e-10 9.587268e-10 1.084981e-09
#> pred_crypt 3.328466e-09 3.766788e-09 4.262833e-09 4.824201e-09 5.459495e-09
#> pred_inv 2.367204e-09 2.678939e-09 3.031726e-09 3.430971e-09 3.882792e-09
#> pred_plank 2.895176e-10 3.276439e-10 3.707910e-10 4.196201e-10 4.748795e-10
#> parrotfish 1.585837e-09 1.794674e-09 2.031013e-09 2.298475e-09 2.601159e-09
#> farm_damsel 7.903546e-10 8.944356e-10 1.012223e-09 1.145522e-09 1.296374e-09
#> herbs 1.453130e-09 1.644491e-09 1.861053e-09 2.106133e-09 2.383487e-09
#> inverts 1.056903e-08 1.196086e-08 1.353597e-08 1.531851e-08 1.733579e-08
#> w
#> sp 50.2 58.7 68.5 79.9 93.3
#> pred_eng 1.083759e-09 1.226479e-09 1.387992e-09 1.570776e-09 1.777630e-09
#> pred_grab 5.444864e-10 6.161893e-10 6.973346e-10 7.891659e-10 8.930904e-10
#> eels 1.227861e-09 1.389556e-09 1.572546e-09 1.779633e-09 2.013991e-09
#> pred_crypt 6.178450e-09 6.992084e-09 7.912865e-09 8.954902e-09 1.013416e-08
#> pred_inv 4.394113e-09 4.972769e-09 5.627628e-09 6.368725e-09 7.207416e-09
#> pred_plank 5.374159e-10 6.081876e-10 6.882792e-10 7.789180e-10 8.814930e-10
#> parrotfish 2.943703e-09 3.331356e-09 3.770059e-09 4.266535e-09 4.828390e-09
#> farm_damsel 1.467092e-09 1.660292e-09 1.878935e-09 2.126370e-09 2.406389e-09
#> herbs 2.697366e-09 3.052580e-09 3.454571e-09 3.909500e-09 4.424338e-09
#> inverts 1.961872e-08 2.220229e-08 2.512608e-08 2.843491e-08 3.217948e-08
#> w
#> sp 109 127 148 173 202
#> pred_eng 2.011724e-09 2.276646e-09 2.576455e-09 2.915746e-09 3.299717e-09
#> pred_grab 1.010701e-09 1.143799e-09 1.294424e-09 1.464886e-09 1.657795e-09
#> eels 2.279211e-09 2.579358e-09 2.919031e-09 3.303435e-09 3.738462e-09
#> pred_crypt 1.146872e-08 1.297903e-08 1.468822e-08 1.662250e-08 1.881150e-08
#> pred_inv 8.156554e-09 9.230682e-09 1.044626e-08 1.182192e-08 1.337874e-08
#> pred_plank 9.975759e-10 1.128946e-09 1.277615e-09 1.445863e-09 1.636268e-09
#> parrotfish 5.464236e-09 6.183816e-09 6.998157e-09 7.919737e-09 8.962679e-09
#> farm_damsel 2.723284e-09 3.081911e-09 3.487764e-09 3.947064e-09 4.466849e-09
#> herbs 5.006975e-09 5.666339e-09 6.412533e-09 7.256993e-09 8.212659e-09
#> inverts 3.641716e-08 4.121290e-08 4.664019e-08 5.278219e-08 5.973302e-08
#> w
#> sp 236 275 321 375 438
#> pred_eng 3.734254e-09 4.226014e-09 4.782533e-09 5.412340e-09 6.125086e-09
#> pred_grab 1.876109e-09 2.123172e-09 2.402770e-09 2.719188e-09 3.077275e-09
#> eels 4.230776e-09 4.787922e-09 5.418439e-09 6.131988e-09 6.939503e-09
#> pred_crypt 2.128877e-08 2.409226e-08 2.726495e-08 3.085544e-08 3.491877e-08
#> pred_inv 1.514057e-08 1.713441e-08 1.939083e-08 2.194439e-08 2.483422e-08
#> pred_plank 1.851746e-09 2.095601e-09 2.371568e-09 2.683878e-09 3.037315e-09
#> parrotfish 1.014297e-08 1.147868e-08 1.299030e-08 1.470098e-08 1.663694e-08
#> farm_damsel 5.055084e-09 5.720783e-09 6.474148e-09 7.326722e-09 8.291570e-09
#> herbs 9.294176e-09 1.051812e-08 1.190324e-08 1.347076e-08 1.524471e-08
#> inverts 6.759920e-08 7.650127e-08 8.657565e-08 9.797671e-08 1.108792e-07
#> w
#> sp 511 597 696 813 949
#> pred_eng 6.931693e-09 7.844520e-09 8.877557e-09 1.004663e-08 1.136967e-08
#> pred_grab 3.482519e-09 3.941128e-09 4.460131e-09 5.047482e-09 5.712180e-09
#> eels 7.853360e-09 8.887561e-09 1.005795e-08 1.138248e-08 1.288142e-08
#> pred_crypt 3.951718e-08 4.472116e-08 5.061045e-08 5.727529e-08 6.481781e-08
#> pred_inv 2.810462e-08 3.180568e-08 3.599414e-08 4.073418e-08 4.609842e-08
#> pred_plank 3.437296e-09 3.889950e-09 4.402213e-09 4.981937e-09 5.638003e-09
#> parrotfish 1.882784e-08 2.130726e-08 2.411319e-08 2.728863e-08 3.088224e-08
#> farm_damsel 9.383479e-09 1.061918e-08 1.201761e-08 1.360020e-08 1.539119e-08
#> herbs 1.725227e-08 1.952421e-08 2.209533e-08 2.500505e-08 2.829794e-08
#> inverts 1.254807e-07 1.420052e-07 1.607057e-07 1.818688e-07 2.058190e-07
#> w
#> sp 1110 1290 1510 1760 2060
#> pred_eng 1.286693e-08 1.456136e-08 1.647893e-08 1.864902e-08 2.110489e-08
#> pred_grab 6.464411e-09 7.315703e-09 8.279100e-09 9.369367e-09 1.060321e-08
#> eels 1.457777e-08 1.649750e-08 1.867004e-08 2.112867e-08 2.391109e-08
#> pred_crypt 7.335361e-08 8.301347e-08 9.394543e-08 1.063170e-07 1.203178e-07
#> pred_inv 5.216907e-08 5.903917e-08 6.681398e-08 7.561264e-08 8.556999e-08
#> pred_plank 6.380466e-09 7.220703e-09 8.171590e-09 9.247699e-09 1.046552e-08
#> parrotfish 3.494909e-08 3.955150e-08 4.476000e-08 5.065440e-08 5.732503e-08
#> farm_damsel 1.741804e-08 1.971181e-08 2.230764e-08 2.524531e-08 2.856984e-08
#> herbs 3.202446e-08 3.624173e-08 4.101437e-08 4.641551e-08 5.252792e-08
#> inverts 2.329231e-07 2.635965e-07 2.983092e-07 3.375933e-07 3.820506e-07
#> w
#> sp 2400 2800 3270 3820 4450
#> pred_eng 2.388418e-08 2.702946e-08 3.058894e-08 3.461717e-08 3.917587e-08
#> pred_grab 1.199954e-08 1.357974e-08 1.536804e-08 1.739185e-08 1.968216e-08
#> eels 2.705992e-08 3.062341e-08 3.465618e-08 3.922001e-08 4.438486e-08
#> pred_crypt 1.361623e-07 1.540934e-07 1.743858e-07 1.973505e-07 2.233394e-07
#> pred_inv 9.683862e-08 1.095912e-07 1.240232e-07 1.403556e-07 1.588389e-07
#> pred_plank 1.184371e-08 1.340340e-08 1.516848e-08 1.716600e-08 1.942657e-08
#> parrotfish 6.487411e-08 7.341731e-08 8.308556e-08 9.402702e-08 1.064093e-07
#> farm_damsel 3.233217e-08 3.658996e-08 4.140845e-08 4.686149e-08 5.303264e-08
#> herbs 5.944527e-08 6.727356e-08 7.613275e-08 8.615859e-08 9.750473e-08
#> inverts 4.323625e-07 4.892998e-07 5.537353e-07 6.266561e-07 7.091798e-07
#>
#> Slot "metab":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186
#> pred_eng 0.0008435120 0.0009472408 0.0010637255 0.0011945345 0.0013414295
#> pred_grab 0.0008435120 0.0009472408 0.0010637255 0.0011945345 0.0013414295
#> eels 0.0008435120 0.0009472408 0.0010637255 0.0011945345 0.0013414295
#> pred_crypt 0.0008435120 0.0009472408 0.0010637255 0.0011945345 0.0013414295
#> pred_inv 0.0008435120 0.0009472408 0.0010637255 0.0011945345 0.0013414295
#> pred_plank 0.0008435120 0.0009472408 0.0010637255 0.0011945345 0.0013414295
#> parrotfish 0.0005623413 0.0006314939 0.0007091503 0.0007963564 0.0008942864
#> farm_damsel 0.0005623413 0.0006314939 0.0007091503 0.0007963564 0.0008942864
#> herbs 0.0005623413 0.0006314939 0.0007091503 0.0007963564 0.0008942864
#> inverts 0.0005623413 0.0006314939 0.0007091503 0.0007963564 0.0008942864
#> w
#> sp 0.00217 0.00253 0.00295 0.00345 0.00402
#> pred_eng 0.001506389 0.001691633 0.001899658 0.002133263 0.002395596
#> pred_grab 0.001506389 0.001691633 0.001899658 0.002133263 0.002395596
#> eels 0.001506389 0.001691633 0.001899658 0.002133263 0.002395596
#> pred_crypt 0.001506389 0.001691633 0.001899658 0.002133263 0.002395596
#> pred_inv 0.001506389 0.001691633 0.001899658 0.002133263 0.002395596
#> pred_plank 0.001506389 0.001691633 0.001899658 0.002133263 0.002395596
#> parrotfish 0.001004259 0.001127755 0.001266438 0.001422176 0.001597064
#> farm_damsel 0.001004259 0.001127755 0.001266438 0.001422176 0.001597064
#> herbs 0.001004259 0.001127755 0.001266438 0.001422176 0.001597064
#> inverts 0.001004259 0.001127755 0.001266438 0.001422176 0.001597064
#> w
#> sp 0.00469 0.00548 0.0064 0.00747 0.00871
#> pred_eng 0.002690189 0.003021008 0.003392510 0.003809695 0.004278183
#> pred_grab 0.002690189 0.003021008 0.003392510 0.003809695 0.004278183
#> eels 0.002690189 0.003021008 0.003392510 0.003809695 0.004278183
#> pred_crypt 0.002690189 0.003021008 0.003392510 0.003809695 0.004278183
#> pred_inv 0.002690189 0.003021008 0.003392510 0.003809695 0.004278183
#> pred_plank 0.002690189 0.003021008 0.003392510 0.003809695 0.004278183
#> parrotfish 0.001793459 0.002014006 0.002261673 0.002539797 0.002852122
#> farm_damsel 0.001793459 0.002014006 0.002261673 0.002539797 0.002852122
#> herbs 0.001793459 0.002014006 0.002261673 0.002539797 0.002852122
#> inverts 0.001793459 0.002014006 0.002261673 0.002539797 0.002852122
#> w
#> sp 0.0102 0.0119 0.0139 0.0162 0.0189
#> pred_eng 0.004804282 0.005395077 0.006058524 0.006803556 0.007640207
#> pred_grab 0.004804282 0.005395077 0.006058524 0.006803556 0.007640207
#> eels 0.004804282 0.005395077 0.006058524 0.006803556 0.007640207
#> pred_crypt 0.004804282 0.005395077 0.006058524 0.006803556 0.007640207
#> pred_inv 0.004804282 0.005395077 0.006058524 0.006803556 0.007640207
#> pred_plank 0.004804282 0.005395077 0.006058524 0.006803556 0.007640207
#> parrotfish 0.003202855 0.003596718 0.004039016 0.004535704 0.005093471
#> farm_damsel 0.003202855 0.003596718 0.004039016 0.004535704 0.005093471
#> herbs 0.003202855 0.003596718 0.004039016 0.004535704 0.005093471
#> inverts 0.003202855 0.003596718 0.004039016 0.004535704 0.005093471
#> w
#> sp 0.022 0.0257 0.03 0.035 0.0409
#> pred_eng 0.008579743 0.009634816 0.01081963 0.012150153 0.013644289
#> pred_grab 0.008579743 0.009634816 0.01081963 0.012150153 0.013644289
#> eels 0.008579743 0.009634816 0.01081963 0.012150153 0.013644289
#> pred_crypt 0.008579743 0.009634816 0.01081963 0.012150153 0.013644289
#> pred_inv 0.008579743 0.009634816 0.01081963 0.012150153 0.013644289
#> pred_plank 0.008579743 0.009634816 0.01081963 0.012150153 0.013644289
#> parrotfish 0.005719829 0.006423211 0.00721309 0.008100102 0.009096192
#> farm_damsel 0.005719829 0.006423211 0.00721309 0.008100102 0.009096192
#> herbs 0.005719829 0.006423211 0.00721309 0.008100102 0.009096192
#> inverts 0.005719829 0.006423211 0.00721309 0.008100102 0.009096192
#> w
#> sp 0.0477 0.0557 0.0651 0.0759 0.0886 0.103
#> pred_eng 0.01532216 0.01720637 0.01932228 0.02169839 0.02436670 0.02736313
#> pred_grab 0.01532216 0.01720637 0.01932228 0.02169839 0.02436670 0.02736313
#> eels 0.01532216 0.01720637 0.01932228 0.02169839 0.02436670 0.02736313
#> pred_crypt 0.01532216 0.01720637 0.01932228 0.02169839 0.02436670 0.02736313
#> pred_inv 0.01532216 0.01720637 0.01932228 0.02169839 0.02436670 0.02736313
#> pred_plank 0.01532216 0.01720637 0.01932228 0.02169839 0.02436670 0.02736313
#> parrotfish 0.01021477 0.01147091 0.01288152 0.01446559 0.01624446 0.01824209
#> farm_damsel 0.01021477 0.01147091 0.01288152 0.01446559 0.01624446 0.01824209
#> herbs 0.01021477 0.01147091 0.01288152 0.01446559 0.01624446 0.01824209
#> inverts 0.01021477 0.01147091 0.01288152 0.01446559 0.01624446 0.01824209
#> w
#> sp 0.121 0.141 0.165 0.192 0.224 0.262
#> pred_eng 0.03072805 0.03450675 0.03875014 0.04351534 0.04886654 0.05487578
#> pred_grab 0.03072805 0.03450675 0.03875014 0.04351534 0.04886654 0.05487578
#> eels 0.03072805 0.03450675 0.03875014 0.04351534 0.04886654 0.05487578
#> pred_crypt 0.03072805 0.03450675 0.03875014 0.04351534 0.04886654 0.05487578
#> pred_inv 0.03072805 0.03450675 0.03875014 0.04351534 0.04886654 0.05487578
#> pred_plank 0.03072805 0.03450675 0.03875014 0.04351534 0.04886654 0.05487578
#> parrotfish 0.02048536 0.02300450 0.02583343 0.02901023 0.03257769 0.03658385
#> farm_damsel 0.02048536 0.02300450 0.02583343 0.02901023 0.03257769 0.03658385
#> herbs 0.02048536 0.02300450 0.02583343 0.02901023 0.03257769 0.03658385
#> inverts 0.02048536 0.02300450 0.02583343 0.02901023 0.03257769 0.03658385
#> w
#> sp 0.305 0.356 0.416 0.486 0.567 0.662
#> pred_eng 0.06162400 0.06920206 0.07771202 0.08726846 0.09800009 0.11005141
#> pred_grab 0.06162400 0.06920206 0.07771202 0.08726846 0.09800009 0.11005141
#> eels 0.06162400 0.06920206 0.07771202 0.08726846 0.09800009 0.11005141
#> pred_crypt 0.06162400 0.06920206 0.07771202 0.08726846 0.09800009 0.11005141
#> pred_inv 0.06162400 0.06920206 0.07771202 0.08726846 0.09800009 0.11005141
#> pred_plank 0.06162400 0.06920206 0.07771202 0.08726846 0.09800009 0.11005141
#> parrotfish 0.04108266 0.04613471 0.05180801 0.05817897 0.06533339 0.07336761
#> farm_damsel 0.04108266 0.04613471 0.05180801 0.05817897 0.06533339 0.07336761
#> herbs 0.04108266 0.04613471 0.05180801 0.05817897 0.06533339 0.07336761
#> inverts 0.04108266 0.04613471 0.05180801 0.05817897 0.06533339 0.07336761
#> w
#> sp 0.772 0.902 1.05 1.23 1.43 1.67
#> pred_eng 0.12358472 0.1387823 0.1558487 0.1750138 0.1965357 0.2207042
#> pred_grab 0.12358472 0.1387823 0.1558487 0.1750138 0.1965357 0.2207042
#> eels 0.12358472 0.1387823 0.1558487 0.1750138 0.1965357 0.2207042
#> pred_crypt 0.12358472 0.1387823 0.1558487 0.1750138 0.1965357 0.2207042
#> pred_inv 0.12358472 0.1387823 0.1558487 0.1750138 0.1965357 0.2207042
#> pred_plank 0.12358472 0.1387823 0.1558487 0.1750138 0.1965357 0.2207042
#> parrotfish 0.08238981 0.0925215 0.1038991 0.1166758 0.1310238 0.1471361
#> farm_damsel 0.08238981 0.0925215 0.1038991 0.1166758 0.1310238 0.1471361
#> herbs 0.08238981 0.0925215 0.1038991 0.1166758 0.1310238 0.1471361
#> inverts 0.08238981 0.0925215 0.1038991 0.1166758 0.1310238 0.1471361
#> w
#> sp 1.95 2.28 2.66 3.11 3.63 4.23
#> pred_eng 0.2478447 0.2783228 0.3125489 0.3509839 0.3941452 0.4426143
#> pred_grab 0.2478447 0.2783228 0.3125489 0.3509839 0.3941452 0.4426143
#> eels 0.2478447 0.2783228 0.3125489 0.3509839 0.3941452 0.4426143
#> pred_crypt 0.2478447 0.2783228 0.3125489 0.3509839 0.3941452 0.4426143
#> pred_inv 0.2478447 0.2783228 0.3125489 0.3509839 0.3941452 0.4426143
#> pred_plank 0.2478447 0.2783228 0.3125489 0.3509839 0.3941452 0.4426143
#> parrotfish 0.1652298 0.1855486 0.2083659 0.2339892 0.2627635 0.2950762
#> farm_damsel 0.1652298 0.1855486 0.2083659 0.2339892 0.2627635 0.2950762
#> herbs 0.1652298 0.1855486 0.2083659 0.2339892 0.2627635 0.2950762
#> inverts 0.1652298 0.1855486 0.2083659 0.2339892 0.2627635 0.2950762
#> w
#> sp 4.94 5.77 6.73 7.86 9.17 10.7
#> pred_eng 0.4970437 0.5581665 0.6268056 0.7038856 0.7904442 0.8876471
#> pred_grab 0.4970437 0.5581665 0.6268056 0.7038856 0.7904442 0.8876471
#> eels 0.4970437 0.5581665 0.6268056 0.7038856 0.7904442 0.8876471
#> pred_crypt 0.4970437 0.5581665 0.6268056 0.7038856 0.7904442 0.8876471
#> pred_inv 0.4970437 0.5581665 0.6268056 0.7038856 0.7904442 0.8876471
#> pred_plank 0.4970437 0.5581665 0.6268056 0.7038856 0.7904442 0.8876471
#> parrotfish 0.3313625 0.3721110 0.4178704 0.4692570 0.5269628 0.5917648
#> farm_damsel 0.3313625 0.3721110 0.4178704 0.4692570 0.5269628 0.5917648
#> herbs 0.3313625 0.3721110 0.4178704 0.4692570 0.5269628 0.5917648
#> inverts 0.3313625 0.3721110 0.4178704 0.4692570 0.5269628 0.5917648
#> w
#> sp 12.5 14.6 17 19.9 23.2 27.1
#> pred_eng 0.9968034 1.1193829 1.2570363 1.4116173 1.585207 1.780145
#> pred_grab 0.9968034 1.1193829 1.2570363 1.4116173 1.585207 1.780145
#> eels 0.9968034 1.1193829 1.2570363 1.4116173 1.585207 1.780145
#> pred_crypt 0.9968034 1.1193829 1.2570363 1.4116173 1.585207 1.780145
#> pred_inv 0.9968034 1.1193829 1.2570363 1.4116173 1.585207 1.780145
#> pred_plank 0.9968034 1.1193829 1.2570363 1.4116173 1.585207 1.780145
#> parrotfish 0.6645356 0.7462552 0.8380242 0.9410782 1.056805 1.186763
#> farm_damsel 0.6645356 0.7462552 0.8380242 0.9410782 1.056805 1.186763
#> herbs 0.6645356 0.7462552 0.8380242 0.9410782 1.056805 1.186763
#> inverts 0.6645356 0.7462552 0.8380242 0.9410782 1.056805 1.186763
#> w
#> sp 31.6 36.9 43 50.2 58.7 68.5 79.9
#> pred_eng 1.999053 2.244882 2.520941 2.830948 3.179077 3.570016 4.009030
#> pred_grab 1.999053 2.244882 2.520941 2.830948 3.179077 3.570016 4.009030
#> eels 1.999053 2.244882 2.520941 2.830948 3.179077 3.570016 4.009030
#> pred_crypt 1.999053 2.244882 2.520941 2.830948 3.179077 3.570016 4.009030
#> pred_inv 1.999053 2.244882 2.520941 2.830948 3.179077 3.570016 4.009030
#> pred_plank 1.999053 2.244882 2.520941 2.830948 3.179077 3.570016 4.009030
#> parrotfish 1.332702 1.496588 1.680627 1.887299 2.119385 2.380011 2.672687
#> farm_damsel 1.332702 1.496588 1.680627 1.887299 2.119385 2.380011 2.672687
#> herbs 1.332702 1.496588 1.680627 1.887299 2.119385 2.380011 2.672687
#> inverts 1.332702 1.496588 1.680627 1.887299 2.119385 2.380011 2.672687
#> w
#> sp 93.3 109 127 148 173 202 236
#> pred_eng 4.502031 5.055657 5.677365 6.375525 7.159539 8.039966 9.028662
#> pred_grab 4.502031 5.055657 5.677365 6.375525 7.159539 8.039966 9.028662
#> eels 4.502031 5.055657 5.677365 6.375525 7.159539 8.039966 9.028662
#> pred_crypt 4.502031 5.055657 5.677365 6.375525 7.159539 8.039966 9.028662
#> pred_inv 4.502031 5.055657 5.677365 6.375525 7.159539 8.039966 9.028662
#> pred_plank 4.502031 5.055657 5.677365 6.375525 7.159539 8.039966 9.028662
#> parrotfish 3.001354 3.370438 3.784910 4.250350 4.773026 5.359978 6.019108
#> farm_damsel 3.001354 3.370438 3.784910 4.250350 4.773026 5.359978 6.019108
#> herbs 3.001354 3.370438 3.784910 4.250350 4.773026 5.359978 6.019108
#> inverts 3.001354 3.370438 3.784910 4.250350 4.773026 5.359978 6.019108
#> w
#> sp 275 321 375 438 511 597
#> pred_eng 10.138940 11.385751 12.785886 14.358200 16.12386 18.10666
#> pred_grab 10.138940 11.385751 12.785886 14.358200 16.12386 18.10666
#> eels 10.138940 11.385751 12.785886 14.358200 16.12386 18.10666
#> pred_crypt 10.138940 11.385751 12.785886 14.358200 16.12386 18.10666
#> pred_inv 10.138940 11.385751 12.785886 14.358200 16.12386 18.10666
#> pred_plank 10.138940 11.385751 12.785886 14.358200 16.12386 18.10666
#> parrotfish 6.759293 7.590501 8.523924 9.572133 10.74924 12.07111
#> farm_damsel 6.759293 7.590501 8.523924 9.572133 10.74924 12.07111
#> herbs 6.759293 7.590501 8.523924 9.572133 10.74924 12.07111
#> inverts 6.759293 7.590501 8.523924 9.572133 10.74924 12.07111
#> w
#> sp 696 813 949 1110 1290 1510 1760
#> pred_eng 20.33328 22.83372 25.64164 28.79486 32.33583 36.31225 40.77767
#> pred_grab 20.33328 22.83372 25.64164 28.79486 32.33583 36.31225 40.77767
#> eels 20.33328 22.83372 25.64164 28.79486 32.33583 36.31225 40.77767
#> pred_crypt 20.33328 22.83372 25.64164 28.79486 32.33583 36.31225 40.77767
#> pred_inv 20.33328 22.83372 25.64164 28.79486 32.33583 36.31225 40.77767
#> pred_plank 20.33328 22.83372 25.64164 28.79486 32.33583 36.31225 40.77767
#> parrotfish 13.55552 15.22248 17.09442 19.19657 21.55722 24.20817 27.18511
#> farm_damsel 13.55552 15.22248 17.09442 19.19657 21.55722 24.20817 27.18511
#> herbs 13.55552 15.22248 17.09442 19.19657 21.55722 24.20817 27.18511
#> inverts 13.55552 15.22248 17.09442 19.19657 21.55722 24.20817 27.18511
#> w
#> sp 2060 2400 2800 3270 3820 4450
#> pred_eng 45.79220 51.42338 57.74705 64.84835 72.82292 81.77815
#> pred_grab 45.79220 51.42338 57.74705 64.84835 72.82292 81.77815
#> eels 45.79220 51.42338 57.74705 64.84835 72.82292 81.77815
#> pred_crypt 45.79220 51.42338 57.74705 64.84835 72.82292 81.77815
#> pred_inv 45.79220 51.42338 57.74705 64.84835 72.82292 81.77815
#> pred_plank 45.79220 51.42338 57.74705 64.84835 72.82292 81.77815
#> parrotfish 30.52813 34.28226 38.49803 43.23224 48.54862 54.51876
#> farm_damsel 30.52813 34.28226 38.49803 43.23224 48.54862 54.51876
#> herbs 30.52813 34.28226 38.49803 43.23224 48.54862 54.51876
#> inverts 30.52813 34.28226 38.49803 43.23224 48.54862 54.51876
#>
#> Slot "pred_kernel":
#> [1] NA
#>
#> Slot "ft_pred_kernel_e":
#> k
#> sp 1 2 3
#> pred_eng 31.69719+0i 22.48785-19.939476i 3.255119-25.37648i
#> pred_grab 31.27012+0i 23.40241-18.323724i 6.343106-24.68941i
#> eels 30.85581+0i 23.87026-17.141966i 8.349707-23.94629i
#> pred_crypt 15.99951+0i 14.51069- 6.200911i 10.471255-10.93283i
#> pred_inv 31.52542+0i 22.93337-19.221185i 4.675729-25.12175i
#> pred_plank 48.07470+0i 15.08752-39.620532i -21.217137-19.57967i
#> parrotfish 16.20244+0i 13.27942- 8.859096i 5.863811-14.09548i
#> farm_damsel 16.20244+0i 13.27942- 8.859096i 5.863811-14.09548i
#> herbs 16.20244+0i 13.27942- 8.859096i 5.863811-14.09548i
#> inverts 30.85581+0i 23.87026-17.141966i 8.349707-23.94629i
#> k
#> sp 4 5
#> pred_eng -10.583092-16.33234i -12.45163419- 4.075374i
#> pred_grab -7.365901-18.20712i -11.26193341- 7.395896i
#> eels -4.991072-19.11323i -9.99140850- 9.493732i
#> pred_crypt 5.003785-13.20643i -0.47796342-12.797068i
#> pred_inv -9.165307-17.25988i -12.01199448- 5.610479i
#> pred_plank -13.543677+ 5.96850i -0.01239607+ 5.382679i
#> parrotfish -2.730259-13.90583i -8.99522414- 9.060250i
#> farm_damsel -2.730259-13.90583i -8.99522414- 9.060250i
#> herbs -2.730259-13.90583i -8.99522414- 9.060250i
#> inverts -4.991072-19.11323i -9.99140850- 9.493732i
#> k
#> sp 6 7
#> pred_eng -7.236538+ 2.5050690i -2.16417254+3.0316953i
#> pred_grab -8.079866- 0.1741376i -3.63489831+1.8335434i
#> eels -8.201366- 2.1798433i -4.42569704+0.6570531i
#> pred_crypt -4.743484-10.2336926i -7.09776951-6.5257208i
#> pred_inv -7.711752+ 1.3361962i -2.86726114+2.5684055i
#> pred_plank 1.283586+ 0.2452374i -0.02345413-0.5673262i
#> parrotfish -10.937074- 2.2312597i -8.77169263+3.5687251i
#> farm_damsel -10.937074- 2.2312597i -8.77169263+3.5687251i
#> herbs -10.937074- 2.2312597i -8.77169263+3.5687251i
#> inverts -8.201366- 2.1798433i -4.42569704+0.6570531i
#> k
#> sp 8 9
#> pred_eng -0.003672968+1.3344805i 0.20415525+0.06269600i
#> pred_grab -1.051547874+1.1169057i -0.27754748+0.09523272i
#> eels -1.781180235+0.6600306i -0.70361133-0.05522735i
#> pred_crypt -7.493285977-2.7686407i -6.40123822+0.20210136i
#> pred_inv -0.467321568+1.2986018i 0.01043870+0.10854941i
#> pred_plank -0.256137552-0.3211078i -0.19828396-0.24883654i
#> parrotfish -4.380612153+6.4479384i -0.05555901+6.22570230i
#> farm_damsel -4.380612153+6.4479384i -0.05555901+6.22570230i
#> herbs -4.380612153+6.4479384i -0.05555901+6.22570230i
#> inverts -1.781180235+0.6600306i -0.70361133-0.05522735i
#> k
#> sp 10 11 12
#> pred_eng -0.0726584-0.3646452i -0.2326552-0.3909584i -0.2571451-0.3431969i
#> pred_grab -0.2580210-0.4117411i -0.3371530-0.5311435i -0.3535404-0.5154075i
#> eels -0.4643007-0.5226932i -0.4517749-0.6718359i -0.4415688-0.6725977i
#> pred_crypt -4.5399528+1.9907522i -2.5939882+2.6291160i -1.0275237+2.4294804i
#> pred_inv -0.1392565-0.3738983i -0.2715066-0.4477043i -0.2966813-0.4144256i
#> pred_plank -0.1628425-0.2346097i -0.1415611-0.2207909i -0.1251043-0.2068266i
#> parrotfish 2.6414525+4.0379349i 3.3391688+1.4224586i 2.6048287-0.4921344i
#> farm_damsel 2.6414525+4.0379349i 3.3391688+1.4224586i 2.6048287-0.4921344i
#> herbs 2.6414525+4.0379349i 3.3391688+1.4224586i 2.6048287-0.4921344i
#> inverts -0.4643007-0.5226932i -0.4517749-0.6718359i -0.4415688-0.6725977i
#> k
#> sp 13 14
#> pred_eng -0.23600993-0.3108901i -0.2118944-0.2923572i
#> pred_grab -0.33038858-0.4808612i -0.2998365-0.4517724i
#> eels -0.40953278-0.6362121i -0.3723258-0.5982768i
#> pred_crypt -0.02953052+1.7958974i 0.4341304+1.0738999i
#> pred_inv -0.27592633-0.3807259i -0.2492258-0.3576120i
#> pred_plank -0.11200725-0.1938037i -0.1014954-0.1818700i
#> parrotfish 1.34168037-1.3183655i 0.2633974-1.2704258i
#> farm_damsel 1.34168037-1.3183655i 0.2633974-1.2704258i
#> herbs 1.34168037-1.3183655i 0.2633974-1.2704258i
#> inverts -0.40953278-0.6362121i -0.3723258-0.5982768i
#> k
#> sp 15 16
#> pred_eng -0.1925823-0.2780414i -0.17708478-0.26473226i
#> pred_grab -0.2729347-0.4271452i -0.25075991-0.40478175i
#> eels -0.3391743-0.5640522i -0.31160915-0.53293805i
#> pred_crypt 0.5185914+0.4767893i 0.40245756+0.08383682i
#> pred_inv -0.2266620-0.3390833i -0.20831178-0.32214092i
#> pred_plank -0.0929628-0.1710050i -0.08595878-0.16113637i
#> parrotfish -0.3258900-0.8068636i -0.46748346-0.32118836i
#> farm_damsel -0.3258900-0.8068636i -0.46748346-0.32118836i
#> herbs -0.3258900-0.8068636i -0.46748346-0.32118836i
#> inverts -0.3391743-0.5640522i -0.31160915-0.53293805i
#> k
#> sp 17 18
#> pred_eng -0.1642067-0.252062421i -0.15332393-0.2401183i
#> pred_grab -0.2323960-0.384020601i -0.21700668-0.3647474i
#> eels -0.2888176-0.504363875i -0.26981008-0.4780845i
#> pred_crypt 0.2261401-0.119059792i 0.07094098-0.1888604i
#> pred_inv -0.1930959-0.306221553i -0.18029004-0.2913216i
#> pred_plank -0.0801484-0.152172271i -0.07528078-0.1440181i
#> parrotfish -0.3583799-0.008104958i -0.18639581+0.1142040i
#> farm_damsel -0.3583799-0.008104958i -0.18639581+0.1142040i
#> herbs -0.3583799-0.008104958i -0.18639581+0.1142040i
#> inverts -0.2888176-0.504363875i -0.26981008-0.4780845i
#> k
#> sp 19 20
#> pred_eng -0.14405339-0.2289377i -0.136105673-0.21850562i
#> pred_grab -0.20399003-0.3469011i -0.192894368-0.33039371i
#> eels -0.25380807-0.4539254i -0.240220737-0.43170790i
#> pred_crypt -0.03322997-0.1865963i -0.088235157-0.15747908i
#> pred_inv -0.16941687-0.2774432i -0.160119362-0.26454541i
#> pred_plank -0.07116597-0.1365842i -0.067658628-0.12978902i
#> parrotfish -0.05594853+0.1145715i 0.008186076+0.06971399i
#> farm_damsel -0.05594853+0.1145715i 0.008186076+0.06971399i
#> herbs -0.05594853+0.1145715i 0.008186076+0.06971399i
#> inverts -0.25380807-0.4539254i -0.240220737-0.43170790i
#> k
#> sp 21 22
#> pred_eng -0.12924979-0.2087839i -0.12330033-0.199725343i
#> pred_grab -0.18336827-0.3151215i -0.17513466-0.300977713i
#> eels -0.22859309-0.4112511i -0.21857027-0.392381818i
#> pred_crypt -0.10889379-0.1267454i -0.11079991-0.104100213i
#> pred_inv -0.15211639-0.2525658i -0.14518416-0.241434683i
#> pred_plank -0.06464629-0.1235600i -0.06204101-0.117833414i
#> parrotfish 0.02378313+0.0269296i 0.01719520+0.002128186i
#> farm_damsel 0.02378313+0.0269296i 0.01719520+0.002128186i
#> herbs 0.02378313+0.0269296i 0.01719520+0.002128186i
#> inverts -0.22859309-0.4112511i -0.21857027-0.392381818i
#> k
#> sp 23 24
#> pred_eng -0.118108069-0.191279958i -0.1135523069-0.183398179i
#> pred_grab -0.167973433-0.287859532i -0.1617084579-0.275671072i
#> eels -0.209872852-0.374940374i -0.2022788511-0.358782207i
#> pred_crypt -0.105092869-0.090430141i -0.0978545785-0.083210787i
#> pred_inv -0.139143620-0.231081767i -0.1338506687-0.221439503i
#> pred_plank -0.059773313-0.112553335i -0.0577878052-0.107671126i
#> parrotfish 0.006512692-0.006896242i -0.0008288741-0.007532471i
#> farm_damsel 0.006512692-0.006896242i -0.0008288741-0.007532471i
#> herbs 0.006512692-0.006896242i -0.0008288741-0.007532471i
#> inverts -0.209872852-0.374940374i -0.2022788511-0.358782207i
#> k
#> sp 25 26
#> pred_eng -0.109534877-0.176032711i -0.105975444-0.169139412i
#> pred_grab -0.156197766-0.264324633i -0.151326062-0.253740889i
#> eels -0.195610415-0.343778020i -0.189723839-0.329812859i
#> pred_crypt -0.091525617-0.079584465i -0.086591741-0.077528832i
#> pred_inv -0.129188573-0.212444778i -0.125062142-0.204039582i
#> pred_plank -0.056039900-0.103144356i -0.054493420-0.098936005i
#> parrotfish -0.004063332-0.005586565i -0.004776674-0.003811546i
#> farm_damsel -0.004063332-0.005586565i -0.004776674-0.003811546i
#> herbs -0.004063332-0.005586565i -0.004776674-0.003811546i
#> inverts -0.195610415-0.343778020i -0.189723839-0.329812859i
#> k
#> sp 27 28
#> pred_eng -0.102807858-0.162677638i -0.099977322-0.156610294i
#> pred_grab -0.146999035-0.243848566i -0.143139000-0.234583859i
#> eels -0.184502091-0.316784843i -0.179849129-0.304603779i
#> pred_crypt -0.082787779-0.075954640i -0.079723489-0.074414421i
#> pred_inv -0.121393231-0.196171137i -0.118117274-0.188791715i
#> pred_plank -0.053118773-0.095013721i -0.051891580-0.091349171i
#> parrotfish -0.004511565-0.002855418i -0.004096576-0.002506905i
#> farm_damsel -0.004511565-0.002855418i -0.004096576-0.002506905i
#> herbs -0.004511565-0.002855418i -0.004096576-0.002506905i
#> inverts -0.184502091-0.316784843i -0.179849129-0.304603779i
#> k
#> sp 29 30
#> pred_eng -0.097438176-0.150903705i -0.095152153-0.145527396i
#> pred_grab -0.139681547-0.225889753i -0.136572930-0.217715331i
#> eels -0.175685582-0.293189817i -0.171945411-0.282472198i
#> pred_crypt -0.077107873-0.072792378i -0.074774591-0.071100270i
#> pred_inv -0.115180593-0.181858318i -0.112538294-0.175332278i
#> pred_plank -0.050791613-0.087917476i -0.049801983-0.084696735i
#> parrotfish -0.003797043-0.002435426i -0.003619719-0.002437214i
#> farm_damsel -0.003797043-0.002435426i -0.003619719-0.002437214i
#> herbs -0.003797043-0.002435426i -0.003619719-0.002437214i
#> inverts -0.175685582-0.293189817i -0.171945411-0.282472198i
#> k
#> sp 31 32
#> pred_eng -0.093087013-0.140453839i -0.091215448-0.135658184i
#> pred_grab -0.133768037-0.210015100i -0.131228788-0.202748385i
#> eels -0.168573324-0.272388124i -0.165522749-0.262881764i
#> pred_crypt -0.072642889-0.069377660i -0.070676329-0.067656874i
#> pred_inv -0.110152616-0.169178847i -0.107991627-0.163366799i
#> pred_plank -0.048908502-0.081667611i -0.048099183-0.078812984i
#> parrotfish -0.003510055-0.002434173i -0.003426839-0.002412707i
#> farm_damsel -0.003510055-0.002434173i -0.003426839-0.002412707i
#> herbs -0.003510055-0.002434173i -0.003426839-0.002412707i
#> inverts -0.168573324-0.272388124i -0.165522749-0.262881764i
#> k
#> sp 33 34
#> pred_eng -0.08951421-0.131117997i -0.08796343-0.12681302i
#> pred_grab -0.12892287-0.195878766i -0.12682272-0.18937358i
#> eels -0.16275424-0.253903376i -0.16023423-0.24540855i
#> pred_crypt -0.06885676-0.065957394i -0.06717201-0.06428934i
#> pred_inv -0.10602818-0.157868054i -0.10423911-0.15265734i
#> pred_plank -0.04736385-0.076117654i -0.04669380-0.07356809i
#> parrotfish -0.00335166-0.002378887i -0.00327946-0.00233957i
#> farm_damsel -0.00335166-0.002378887i -0.00327946-0.00233957i
#> herbs -0.00335166-0.002378887i -0.00327946-0.00233957i
#> inverts -0.16275424-0.253903376i -0.16023423-0.24540855i
#> k
#> sp 35 36
#> pred_eng -0.08654603-0.122724937i -0.085247270-0.118837175i
#> pred_grab -0.12490471-0.183203494i -0.123148529-0.177342099i
#> eels -0.15793398-0.237357542i -0.155828785-0.229714708i
#> pred_crypt -0.06561141-0.062657633i -0.064164838-0.061064613i
#> pred_inv -0.10260450-0.147711867i -0.101107213-0.143011083i
#> pred_plank -0.04608159-0.071152199i -0.045520788-0.068859174i
#> parrotfish -0.00320998-0.002298386i -0.003143771-0.002256663i
#> farm_damsel -0.00320998-0.002298386i -0.003143771-0.002256663i
#> herbs -0.00320998-0.002298386i -0.003143771-0.002256663i
#> inverts -0.15793398-0.237357542i -0.155828785-0.229714708i
#> k
#> sp 37 38
#> pred_eng -0.084054398-0.115134714i -0.082956318-0.111603925i
#> pred_grab -0.121536588-0.171765585i -0.120053633-0.166452441i
#> eels -0.153897332-0.222448002i -0.152121133-0.215528553i
#> pred_crypt -0.062822647-0.059511393i -0.061575889-0.057998403i
#> pred_inv -0.099732419-0.138536392i -0.098467225-0.134270961i
#> pred_plank -0.045005849-0.066679304i -0.044531940-0.064603854i
#> parrotfish -0.003081101-0.002214763i -0.003021937-0.002172797i
#> farm_damsel -0.003081101-0.002214763i -0.003021937-0.002172797i
#> herbs -0.003081101-0.002214763i -0.003021937-0.002172797i
#> inverts -0.153897332-0.222448002i -0.152121133-0.215528553i
#> k
#> sp 39 40
#> pred_eng -0.08194335-0.108232422i -0.081007004-0.105008929i
#> pred_grab -0.11868637-0.161383193i -0.117423188-0.156540180i
#> eels -0.15048410-0.208930288i -0.148972173-0.202629610i
#> pred_crypt -0.06041637-0.056525625i -0.059336651-0.055092712i
#> pred_inv -0.09730039-0.130199516i -0.096222076-0.126308179i
#> pred_plank -0.04409486-0.062624945i -0.043690912-0.060735454i
#> parrotfish -0.00296611-0.002130847i -0.002913417-0.002089008i
#> farm_damsel -0.00296611-0.002130847i -0.002913417-0.002089008i
#> herbs -0.00296611-0.002130847i -0.002913417-0.002089008i
#> inverts -0.15048410-0.208930288i -0.148972173-0.202629610i
#> k
#> sp 41 42
#> pred_eng -0.08013984-0.101923167i -0.079335284-0.098965747i
#> pred_grab -0.11625388-0.151907348i -0.115169458-0.147470082i
#> eels -0.14757303-0.196605121i -0.146275842-0.190837372i
#> pred_crypt -0.05833000-0.053699054i -0.057390329-0.052343849i
#> pred_inv -0.09522364-0.122584315i -0.094297486-0.119016403i
#> pred_plank -0.04331688-0.058928925i -0.042969900-0.057199498i
#> parrotfish -0.00286366-0.002047373i -0.002816655-0.002006023i
#> farm_damsel -0.00286366-0.002047373i -0.002816655-0.002006023i
#> herbs -0.00286366-0.002047373i -0.002816655-0.002006023i
#> inverts -0.14757303-0.196605121i -0.146275842-0.190837372i
#> k
#> sp 43 44
#> pred_eng -0.07858753-0.096128084i -0.077891434-0.093402310i
#> pred_grab -0.11416201-0.143215051i -0.113224498-0.139130071i
#> eels -0.14507103-0.185308651i -0.143950138-0.180002798i
#> pred_crypt -0.05651213-0.051026146i -0.055690436-0.049744890i
#> pred_inv -0.09343688-0.115593917i -0.092635853-0.112307227i
#> pred_plank -0.04264747-0.055541836i -0.042347343-0.053951075i
#> parrotfish -0.00277223-0.001965028i -0.002730223-0.001924445i
#> farm_damsel -0.00277223-0.001965028i -0.002730223-0.001924445i
#> herbs -0.00277223-0.001965028i -0.002730223-0.001924445i
#> inverts -0.14507103-0.185308651i -0.143950138-0.180002798i
#> k
#> sp 45 46
#> pred_eng -0.077242413-0.090781210i -0.07663639-0.088258149i
#> pred_grab -0.112350694-0.135203988i -0.11153504-0.131426573i
#> eels -0.142905645-0.174905040i -0.14193086-0.170001846i
#> pred_crypt -0.054920723-0.048498955i -0.05419891-0.047287173i
#> pred_inv -0.091889121-0.109147503i -0.09119196-0.106106642i
#> pred_plank -0.042067551-0.052422769i -0.04180632-0.050952849i
#> parrotfish -0.002690483-0.001884318i -0.00265287-0.001844682i
#> farm_damsel -0.002690483-0.001884318i -0.00265287-0.001844682i
#> herbs -0.002690483-0.001884318i -0.00265287-0.001844682i
#> inverts -0.142905645-0.174905040i -0.14193086-0.170001846i
#> k
#> sp 47 48
#> pred_eng -0.07606971-0.085827023i -0.075539112-0.083482204i
#> pred_grab -0.11077257-0.127788429i -0.110058849-0.124280910i
#> eels -0.14101982-0.165280802i -0.140167181-0.160730498i
#> pred_crypt -0.05352128-0.046108350i -0.052884464-0.044961287i
#> pred_inv -0.09054016-0.103177189i -0.089929933-0.100352280i
#> pred_plank -0.04156208-0.049537582i -0.041333405-0.048173538i
#> parrotfish -0.00261725-0.001805567i -0.002583502-0.001766992i
#> farm_damsel -0.00261725-0.001805567i -0.002583502-0.001766992i
#> herbs -0.00261725-0.001805567i -0.002583502-0.001766992i
#> inverts -0.14101982-0.165280802i -0.140167181-0.160730498i
#> k
#> sp 49 50
#> pred_eng -0.075041661-0.081218498i -0.074574716-0.07903110i
#> pred_grab -0.109389889-0.120896047i -0.108762106-0.11762649i
#> eels -0.139368150-0.156340429i -0.138618421-0.15210091i
#> pred_crypt -0.052285407-0.043844792i -0.051721317-0.04275769i
#> pred_inv -0.089357898-0.097625584i -0.088821003-0.09499125i
#> pred_plank -0.041119035-0.046857561i -0.040917827-0.04558674i
#> parrotfish -0.002551509-0.001728973i -0.002521164-0.00169152i
#> farm_damsel -0.002551509-0.001728973i -0.002521164-0.00169152i
#> herbs -0.002551509-0.001728973i -0.002521164-0.00169152i
#> inverts -0.139368150-0.156340429i -0.138618421-0.15210091i
#> k
#> sp 51 52
#> pred_eng -0.074135895-0.076915569i -0.073723047-0.074867779i
#> pred_grab -0.108172270-0.114465426i -0.107617464-0.111406574i
#> eels -0.137914116-0.148002987i -0.137251732-0.144038393i
#> pred_crypt -0.051189650-0.041698815i -0.050688089-0.040667052i
#> pred_inv -0.088316500-0.092443870i -0.087841903-0.089978427i
#> pred_plank -0.040728751-0.044358391i -0.040550877-0.043170026i
#> parrotfish -0.002492368-0.001654639i -0.002465028-0.001618332i
#> farm_damsel -0.002492368-0.001654639i -0.002465028-0.001618332i
#> herbs -0.002492368-0.001654639i -0.002465028-0.001618332i
#> inverts -0.137914116-0.148002987i -0.137251732-0.144038393i
#> k
#> sp 53 54
#> pred_eng -0.073334222-0.072883905i -0.072967653-0.070960392i
#> pred_grab -0.107095048-0.108444092i -0.106602628-0.105572562i
#> eels -0.136628100-0.140199459i -0.136040349-0.136479071i
#> pred_crypt -0.050214514-0.039661302i -0.049766987-0.038680505i
#> pred_inv -0.087394965-0.087590269i -0.086973647-0.085275078i
#> pred_plank -0.040383364-0.042019344i -0.040225449-0.040904210i
#> parrotfish -0.002439055-0.001582598i -0.002414371-0.001547435i
#> farm_damsel -0.002439055-0.001582598i -0.002414371-0.001547435i
#> herbs -0.002439055-0.001582598i -0.002414371-0.001547435i
#> inverts -0.136628100-0.140199459i -0.136040349-0.136479071i
#> k
#> sp 55 56
#> pred_eng -0.072621734-0.069093930i -0.072295001-0.067281434i
#> pred_grab -0.106138030-0.102786948i -0.105699276-0.100082560i
#> eels -0.135485871-0.132870622i -0.134962293-0.129367966i
#> pred_crypt -0.049343733-0.037723638i -0.048943125-0.036789712i
#> pred_inv -0.086576094-0.083028832i -0.086200622-0.080847789i
#> pred_plank -0.040076437-0.039822641i -0.039935697-0.038772793i
#> parrotfish -0.002390898-0.001512837i -0.002368567-0.001478797i
#> farm_damsel -0.002390898-0.001512837i -0.002368567-0.001478797i
#> herbs -0.002390898-0.001512837i -0.002368567-0.001478797i
#> inverts -0.135485871-0.132870622i -0.134962293-0.129367966i
#> k
#> sp 57 58
#> pred_eng -0.071986120-0.065520027i -0.071693874-0.063807021i
#> pred_grab -0.105284561-0.097455026i -0.104892239-0.094900270i
#> eels -0.134467453-0.125965376i -0.133999380-0.122657512i
#> pred_crypt -0.048563668-0.035877777i -0.048203989-0.034986922i
#> pred_inv -0.085845691-0.078728456i -0.085509898-0.076667574i
#> pred_plank -0.039802653-0.037752947i -0.039676779-0.036761502i
#> parrotfish -0.002347312-0.001445307i -0.002327073-0.001412357i
#> farm_damsel -0.002347312-0.001445307i -0.002327073-0.001412357i
#> herbs -0.002347312-0.001445307i -0.002327073-0.001412357i
#> inverts -0.134467453-0.125965376i -0.133999380-0.122657512i
#> k
#> sp 59 60
#> pred_eng -0.071417148-0.062139902i -0.071154920-0.060516317i
#> pred_grab -0.104520805-0.092414478i -0.104168879-0.089994085i
#> eels -0.133556267-0.119439387i -0.133136464-0.116306337i
#> pred_crypt -0.047862826-0.034116268i -0.047539015-0.033264977i
#> pred_inv -0.085191959-0.074662095i -0.084890696-0.072709168i
#> pred_plank -0.039557595-0.035796960i -0.039444660-0.034857923i
#> parrotfish -0.002307792-0.001379938i -0.002289415-0.001348037i
#> farm_damsel -0.002307792-0.001379938i -0.002289415-0.001348037i
#> herbs -0.002307792-0.001379938i -0.002289415-0.001348037i
#> inverts -0.133556267-0.119439387i -0.133136464-0.116306337i
#> k
#> sp 61 62
#> pred_eng -0.070906254-0.058934059i -0.070670289-0.057391059i
#> pred_grab -0.103835196-0.087635752i -0.103518594-0.085336346i
#> eels -0.132738455-0.113253997i -0.132360851-0.110278274i
#> pred_crypt -0.047231481-0.032432242i -0.046939236-0.031617292i
#> pred_inv -0.084605030-0.070806118i -0.084333970-0.068950441i
#> pred_plank -0.039337569-0.033943082i -0.039235951-0.033051208i
#> parrotfish -0.002271894-0.001316644i -0.002255182-0.001285745i
#> farm_damsel -0.002271894-0.001316644i -0.002255182-0.001285745i
#> herbs -0.002271894-0.001316644i -0.002255182-0.001285745i
#> inverts -0.132738455-0.113253997i -0.132360851-0.110278274i
#> k
#> sp 63 64
#> pred_eng -0.070446233-0.05588537i -0.070233356-0.054415167i
#> pred_grab -0.103218006-0.08309293i -0.102932446-0.080902740i
#> eels -0.132002371-0.10737533i -0.131661839-0.104541557i
#> pred_crypt -0.046661364-0.03081939i -0.046397017-0.030037824i
#> pred_inv -0.084076604-0.06713978i -0.083832091-0.065371925i
#> pred_plank -0.039139465-0.03218115i -0.039047795-0.031331831i
#> parrotfish -0.002239236-0.00125533i -0.002224015-0.001225384i
#> farm_damsel -0.002239236-0.00125533i -0.002224015-0.001225384i
#> herbs -0.002239236-0.00125533i -0.002224015-0.001225384i
#> inverts -0.132002371-0.10737533i -0.131661839-0.104541557i
#> k
#> sp 65 66
#> pred_eng -0.070030985-0.052978727i -0.06983850-0.051574427i
#> pred_grab -0.102661008-0.078763177i -0.10240285-0.076671794i
#> eels -0.131338169-0.101773566i -0.13103036-0.099068163i
#> pred_crypt -0.046145412-0.029271921i -0.04590582-0.028521032i
#> pred_inv -0.083599657-0.063644790i -0.08337859-0.061956415i
#> pred_plank -0.038960653-0.030502229i -0.03887777-0.029691388i
#> parrotfish -0.002209481-0.001195897i -0.00219560-0.001166853i
#> farm_damsel -0.002209481-0.001195897i -0.00219560-0.001166853i
#> herbs -0.002209481-0.001195897i -0.00219560-0.001166853i
#> inverts -0.131338169-0.101773566i -0.13103036-0.099068163i
#> k
#> sp 67 68
#> pred_eng -0.069655324-0.050200737i -0.069480927-0.048856214i
#> pred_grab -0.102157209-0.074626284i -0.101923358-0.072624469i
#> eels -0.130737482-0.096422340i -0.130458682-0.093833258i
#> pred_crypt -0.045677575-0.027784537i -0.045460041-0.027061842i
#> pred_inv -0.083168218-0.060304949i -0.082967940-0.058688647i
#> pred_plank -0.038798896-0.028898405i -0.038723805-0.028122431i
#> parrotfish -0.002182337-0.001138242i -0.002169662-0.001110049i
#> farm_damsel -0.002182337-0.001138242i -0.002169662-0.001110049i
#> herbs -0.002182337-0.001138242i -0.002169662-0.001110049i
#> inverts -0.130737482-0.096422340i -0.130458682-0.093833258i
#> k
#> sp 69 70
#> pred_eng -0.069314817-0.047539491i -0.06915654-0.046249278i
#> pred_grab -0.101700637-0.070664294i -0.10148843-0.068743813i
#> eels -0.130193166-0.091298238i -0.12994020-0.088814747i
#> pred_crypt -0.045252642-0.026352378i -0.04505483-0.025655601i
#> pred_inv -0.082777186-0.057105857i -0.08259543-0.055555018i
#> pred_plank -0.038652283-0.027362661i -0.03858413-0.026618336i
#> parrotfish -0.002157545-0.001082263i -0.00214596-0.001054871i
#> farm_damsel -0.002157545-0.001082263i -0.00214596-0.001054871i
#> herbs -0.002157545-0.001082263i -0.00214596-0.001054871i
#> inverts -0.130193166-0.091298238i -0.12994020-0.088814747i
#> k
#> sp 71 72
#> pred_eng -0.069005660-0.044984351i -0.068861796-0.043743550i
#> pred_grab -0.101286168-0.066861185i -0.101093319-0.065014668i
#> eels -0.129699097-0.086380387i -0.129469227-0.083992888i
#> pred_crypt -0.044866116-0.024970989i -0.044686017-0.024298042i
#> pred_inv -0.082422182-0.054034655i -0.082256991-0.052543365i
#> pred_plank -0.038519175-0.025888738i -0.038457235-0.025173185i
#> parrotfish -0.002134881-0.001027861i -0.002124284-0.001001221i
#> farm_damsel -0.002134881-0.001027861i -0.002124284-0.001001221i
#> herbs -0.002134881-0.001027861i -0.002124284-0.001001221i
#> inverts -0.129699097-0.086380387i -0.129469227-0.083992888i
#> k
#> sp 73 74
#> pred_eng -0.068724576-0.0425257765i -0.068593660-0.0413299857i
#> pred_grab -0.100909390-0.0632026068i -0.100733921-0.0614234326i
#> eels -0.129249999-0.0816500974i -0.129040865-0.0793499736i
#> pred_crypt -0.044514099-0.0236362816i -0.044349956-0.0229852476i
#> pred_inv -0.082099435-0.0510798211i -0.081949121-0.0496427625i
#> pred_plank -0.038398158-0.0244710325i -0.038341795-0.0237816684i
#> parrotfish -0.002114147-0.0009749375i -0.002104447-0.0009490004i
#> farm_damsel -0.002114147-0.0009749375i -0.002104447-0.0009490004i
#> herbs -0.002114147-0.0009749375i -0.002104447-0.0009490004i
#> inverts -0.129249999-0.0816500974i -0.129040865-0.0793499736i
#> k
#> sp 75 76
#> pred_eng -0.068468729-0.0401551852i -0.068349488-0.0390004307i
#> pred_grab -0.100566486-0.0596756540i -0.100406686-0.0579578532i
#> eels -0.128841314-0.0770905766i -0.128650869-0.0748700619i
#> pred_crypt -0.044193204-0.0223444993i -0.044043489-0.0217136138i
#> pred_inv -0.081805684-0.0482309908i -0.081668784-0.0468433664i
#> pred_plank -0.038288010-0.0231045111i -0.038236676-0.0224390077i
#> parrotfish -0.002095167-0.0009233976i -0.002086286-0.0008981178i
#> farm_damsel -0.002095167-0.0009233976i -0.002086286-0.0008981178i
#> herbs -0.002095167-0.0009233976i -0.002086286-0.0008981178i
#> inverts -0.128841314-0.0770905766i -0.128650869-0.0748700619i
#> k
#> sp 77 78
#> pred_eng -0.068235660-0.0378648230i -0.068126987-0.0367475054i
#> pred_grab -0.100254149-0.0562686803i -0.100108528-0.0546068494i
#> eels -0.128469087-0.0726866747i -0.128295553-0.0705387433i
#> pred_crypt -0.043900478-0.0210921846i -0.043763858-0.0204798214i
#> pred_inv -0.081538101-0.0454788044i -0.081413340-0.0441362708i
#> pred_plank -0.038187672-0.0217846321i -0.038140888-0.0211408833i
#> parrotfish -0.002077788-0.0008731502i -0.002069655-0.0008484837i
#> farm_damsel -0.002077788-0.0008731502i -0.002069655-0.0008484837i
#> herbs -0.002077788-0.0008731502i -0.002069655-0.0008484837i
#> inverts -0.128469087-0.0726866747i -0.128295553-0.0705387433i
#> k
#> sp 79 80
#> pred_eng -0.068023228-0.035647660i -0.067924157-0.0345645077i
#> pred_grab -0.099969498-0.052971134i -0.099836758-0.0513603648i
#> eels -0.128129881-0.068424674i -0.127971707-0.0663429458i
#> pred_crypt -0.043633339-0.019876149i -0.043508648-0.0192808063i
#> pred_inv -0.081294223-0.042814780i -0.081180491-0.0415133895i
#> pred_plank -0.038096221-0.020507283i -0.038053572-0.0198833768i
#> parrotfish -0.002061873-0.000824108i -0.002054427-0.0008000125i
#> farm_damsel -0.002061873-0.000824108i -0.002054427-0.0008000125i
#> herbs -0.002061873-0.000824108i -0.002054427-0.0008000125i
#> inverts -0.128129881-0.068424674i -0.127971707-0.0663429458i
#> k
#> sp 81 82
#> pred_eng -0.067829564-0.0334973014i -0.067739251-0.0324453282i
#> pred_grab -0.099710023-0.0497734225i -0.099589028-0.0482092384i
#> eels -0.127820694-0.0642921064i -0.127676525-0.0622707668i
#> pred_crypt -0.043389529-0.0186934462i -0.043275741-0.0181137340i
#> pred_inv -0.081071902-0.0402312011i -0.080968228-0.0389673541i
#> pred_plank -0.038012851-0.0192687279i -0.037973973-0.0186629205i
#> parrotfish -0.002047302-0.0007761873i -0.002040487-0.0007526224i
#> farm_damsel -0.002047302-0.0007761873i -0.002040487-0.0007526224i
#> herbs -0.002047302-0.0007761873i -0.002040487-0.0007526224i
#> inverts -0.127820694-0.0642921064i -0.127676525-0.0622707668i
#> k
#> sp 83 84
#> pred_eng -0.067653034-0.0314079052i -0.067570740-0.0303843779i
#> pred_grab -0.099473525-0.0466667892i -0.099363282-0.0451450945i
#> eels -0.127538904-0.0602775983i -0.127407554-0.0583113280i
#> pred_crypt -0.043167062-0.0175413476i -0.043063278-0.0169759762i
#> pred_inv -0.080869259-0.0377210253i -0.080774793-0.0364914256i
#> pred_plank -0.037936859-0.0180655562i -0.037901434-0.0174762536i
#> parrotfish -0.002033969-0.0007293082i -0.002027737-0.0007062354i
#> farm_damsel -0.002033969-0.0007293082i -0.002027737-0.0007062354i
#> herbs -0.002033969-0.0007293082i -0.002027737-0.0007062354i
#> inverts -0.127538904-0.0602775983i -0.127407554-0.0583113280i
#> k
#> sp 85 86
#> pred_eng -0.067492206-0.0293741187i -0.067417281-0.0283765249i
#> pred_grab -0.099258081-0.0436432146i -0.099157718-0.0421602470i
#> eels -0.127282214-0.0563707356i -0.127162641-0.0544546500i
#> pred_crypt -0.042964194-0.0164173200i -0.042869624-0.0158650896i
#> pred_inv -0.080684647-0.0352777984i -0.080598644-0.0340794175i
#> pred_plank -0.037867628-0.0168946469i -0.037835376-0.0163203851i
#> parrotfish -0.002021779-0.0006833946i -0.002016086-0.0006607769i
#> farm_damsel -0.002021779-0.0006833946i -0.002016086-0.0006607769i
#> herbs -0.002021779-0.0006833946i -0.002016086-0.0006607769i
#> inverts -0.127282214-0.0563707356i -0.127162641-0.0544546500i
#> k
#> sp 87 88
#> pred_eng -0.067345822-0.0273910175i -0.067277696-0.0264170396i
#> pred_grab -0.099062001-0.0406953253i -0.098970752-0.0392476159i
#> eels -0.127048606-0.0525619467i -0.126939897-0.0506915440i
#> pred_crypt -0.042779392-0.0153190054i -0.042693336-0.0147787970i
#> pred_inv -0.080516621-0.0328955852i -0.080438425-0.0317256302i
#> pred_plank -0.037804616-0.0157531311i -0.037775291-0.0151925608i
#> parrotfish -0.002010648-0.0006383735i -0.002005456-0.0006161758i
#> farm_damsel -0.002010648-0.0006383735i -0.002005456-0.0006161758i
#> herbs -0.002010648-0.0006383735i -0.002005456-0.0006161758i
#> inverts -0.127048606-0.0525619467i -0.126939897-0.0506915440i
#> k
#> sp 89 90
#> pred_eng -0.067212777-0.0254540549i -0.067150949-0.0245015469i
#> pred_grab -0.098883802-0.0378163167i -0.098800993-0.0364006549i
#> eels -0.126836311-0.0488424014i -0.126737661-0.0470135164i
#> pred_crypt -0.042611302-0.0142442028i -0.042533146-0.0137149696i
#> pred_inv -0.080363912-0.0305689066i -0.080292947-0.0294247920i
#> pred_plank -0.037747347-0.0146383623i -0.037720733-0.0140902350i
#> parrotfish -0.002000502-0.0005941755i -0.001995777-0.0005723642i
#> farm_damsel -0.002000502-0.0005941755i -0.001995777-0.0005723642i
#> herbs -0.002000502-0.0005941755i -0.001995777-0.0005723642i
#> inverts -0.126836311-0.0488424014i -0.126737661-0.0470135164i
#> k
#> sp 91 92
#> pred_eng -0.067092101-0.0235590170i -0.067036129-0.0226259840i
#> pred_grab -0.098722178-0.0349998851i -0.098647217-0.0336132879i
#> eels -0.126643770-0.0452039221i -0.126554473-0.0434126855i
#> pred_crypt -0.042458732-0.0131908519i -0.042387934-0.0126716117i
#> pred_inv -0.080225403-0.0282926859i -0.080161161-0.0271720087i
#> pred_plank -0.037695402-0.0135478893i -0.037671310-0.0130110455i
#> parrotfish -0.001991274-0.0005507341i -0.001986987-0.0005292773i
#> farm_damsel -0.001991274-0.0005507341i -0.001986987-0.0005292773i
#> herbs -0.001991274-0.0005507341i -0.001986987-0.0005292773i
#> inverts -0.126643770-0.0452039221i -0.126554473-0.0434126855i
#> k
#> sp 93 94
#> pred_eng -0.066982937-0.021701983i -0.06693243-0.0207865632i
#> pred_grab -0.098575982-0.032240168i -0.09850835-0.0308798525i
#> eels -0.126469615-0.041638905i -0.12638905-0.0398817088i
#> pred_crypt -0.042320633-0.012157018i -0.04225672-0.0116468462i
#> pred_inv -0.080100111-0.026062200i -0.08004215-0.0249627184i
#> pred_plank -0.037648414-0.012479433i -0.03762668-0.0119527915i
#> parrotfish -0.001982907-0.000507986i -0.00197903-0.0004868528i
#> farm_damsel -0.001982907-0.000507986i -0.00197903-0.0004868528i
#> herbs -0.001982907-0.000507986i -0.00197903-0.0004868528i
#> inverts -0.126469615-0.041638905i -0.12638905-0.0398817088i
#> k
#> sp 95 96
#> pred_eng -0.066884536-0.0198792895i -0.066839162-0.0189797390i
#> pred_grab -0.098444206-0.0295316905i -0.098383445-0.0281950505i
#> eels -0.126312643-0.0381402524i -0.126240265-0.0364137175i
#> pred_crypt -0.042196078-0.0111408784i -0.042138623-0.0106389020i
#> pred_inv -0.079987175-0.0238730385i -0.079935099-0.0227926516i
#> pred_plank -0.037606059-0.0114308670i -0.037586529-0.0109134145i
#> parrotfish -0.001975349-0.0004658702i -0.001971858-0.0004450311i
#> farm_damsel -0.001975349-0.0004658702i -0.001971858-0.0004450311i
#> herbs -0.001975349-0.0004658702i -0.001971858-0.0004450311i
#> inverts -0.126312643-0.0381402524i -0.126240265-0.0364137175i
#> k
#> sp 97 98
#> pred_eng -0.066796238-0.0180875016i -0.066755695-0.0172021788i
#> pred_grab -0.098325966-0.0268693200i -0.098271676-0.0255539037i
#> eels -0.126171799-0.0347013102i -0.126107131-0.0330022592i
#> pred_crypt -0.042084257-0.0101407103i -0.042032895-0.0096461016i
#> pred_inv -0.079885836-0.0217210641i -0.079839306-0.0206577961i
#> pred_plank -0.037568053-0.0104001960i -0.037550602-0.0098909804i
#> parrotfish -0.001968553-0.0004243283i -0.001965428-0.0004037549i
#> farm_damsel -0.001968553-0.0004243283i -0.001965428-0.0004037549i
#> herbs -0.001968553-0.0004243283i -0.001965428-0.0004037549i
#> inverts -0.126171799-0.0347013102i -0.126107131-0.0330022592i
#> k
#> sp 99 100
#> pred_eng -0.06671747-0.0163233831i -0.066681495-0.0154507368i
#> pred_grab -0.09822049-0.0242482230i -0.098172319-0.0229517142i
#> eels -0.12604616-0.0313158145i -0.125988786-0.0296412460i
#> pred_crypt -0.04198446-0.0091548792i -0.041938865-0.0086668509i
#> pred_inv -0.07979543-0.0196023810i -0.079754149-0.0185543646i
#> pred_plank -0.03753415-0.0093855430i -0.037518665-0.0088836649i
#> parrotfish -0.00196248-0.0003833041i -0.001959703-0.0003629691i
#> farm_damsel -0.00196248-0.0003833041i -0.001959703-0.0003629691i
#> herbs -0.00196248-0.0003833041i -0.001959703-0.0003629691i
#> inverts -0.12604616-0.0313158145i -0.125988786-0.0296412460i
#> k
#> sp 101 102
#> pred_eng -0.066647720-0.0145838721i -0.066616092-0.0137224298i
#> pred_grab -0.098127096-0.0216638281i -0.098084746-0.0203840287i
#> eels -0.125934920-0.0279778420i -0.125884478-0.0263249081i
#> pred_crypt -0.041896052-0.0081818289i -0.041855952-0.0076996291i
#> pred_inv -0.079715388-0.0175133039i -0.079679091-0.0164787668i
#> pred_plank -0.037504128-0.0083851328i -0.037490514-0.0078897386i
#> parrotfish -0.001957094-0.0003427435i -0.001954649-0.0003226205i
#> farm_damsel -0.001957094-0.0003427435i -0.001954649-0.0003226205i
#> herbs -0.001957094-0.0003427435i -0.001954649-0.0003226205i
#> inverts -0.125934920-0.0279778420i -0.125884478-0.0263249081i
#> k
#> sp 103 104
#> pred_eng -0.066586561-0.012866059i -0.066559082-0.0120144164i
#> pred_grab -0.098045206-0.019111792i -0.098008413-0.0178466064i
#> eels -0.125837381-0.024681766i -0.125793559-0.0230477523i
#> pred_crypt -0.041818506-0.007220071i -0.041783656-0.0067429792i
#> pred_inv -0.079645200-0.015450331i -0.079613664-0.0144275829i
#> pred_plank -0.037477804-0.007397279i -0.037465976-0.0069075552i
#> parrotfish -0.001952365-0.000302594i -0.001950239-0.0002826575i
#> farm_damsel -0.001952365-0.000302594i -0.001950239-0.0002826575i
#> herbs -0.001952365-0.000302594i -0.001950239-0.0002826575i
#> inverts -0.125837381-0.024681766i -0.125793559-0.0230477523i
#> k
#> sp 105 106
#> pred_eng -0.066533613-0.0111671657i -0.066510117-0.010323977i
#> pred_grab -0.097974313-0.0165879694i -0.097942854-0.015335389i
#> eels -0.125752944-0.0214222169i -0.125715474-0.019804523i
#> pred_crypt -0.041751351-0.0062681789i -0.041721544-0.005795500i
#> pred_inv -0.079584436-0.0134101183i -0.079557472-0.012397540i
#> pred_plank -0.037455014-0.0064203723i -0.037444901-0.005935539i
#> parrotfish -0.001948266-0.0002628048i -0.001946446-0.000243030i
#> farm_damsel -0.001948266-0.0002628048i -0.001946446-0.000243030i
#> herbs -0.001948266-0.0002628048i -0.001946446-0.000243030i
#> inverts -0.125752944-0.0214222169i -0.125715474-0.019804523i
#> k
#> sp 107 108
#> pred_eng -0.066488558-0.0094845265i -0.066468904-0.0086484958i
#> pred_grab -0.097913989-0.0140883829i -0.097887675-0.0128464754i
#> eels -0.125681095-0.0181940441i -0.125649754-0.0165901663i
#> pred_crypt -0.041694192-0.0053247748i -0.041669253-0.0048558379i
#> pred_inv -0.079532731-0.0113894590i -0.079510176-0.0103854916i
#> pred_plank -0.037435622-0.0054528691i -0.037427163-0.0049721770i
#> parrotfish -0.001944775-0.0002233267i -0.001943251-0.0002036892i
#> farm_damsel -0.001944775-0.0002233267i -0.001943251-0.0002036892i
#> herbs -0.001944775-0.0002233267i -0.001943251-0.0002036892i
#> inverts -0.125681095-0.0181940441i -0.125649754-0.0165901663i
#> k
#> sp 109 110
#> pred_eng -0.066451127-0.0078155714i -0.066435200-0.0069854444i
#> pred_grab -0.097863874-0.0116091992i -0.097842549-0.0103760936i
#> eels -0.125621406-0.0149922838i -0.125596009-0.0133998001i
#> pred_crypt -0.041646694-0.0043885265i -0.041626480-0.0039226795i
#> pred_inv -0.079489775-0.0093852608i -0.079471497-0.0083883949i
#> pred_plank -0.037419511-0.0044932817i -0.037412656-0.0040160044i
#> parrotfish -0.001941872-0.0001841114i -0.001940636-0.0001645876i
#> farm_damsel -0.001941872-0.0001841114i -0.001940636-0.0001645876i
#> herbs -0.001941872-0.0001841114i -0.001940636-0.0001645876i
#> inverts -0.125621406-0.0149922838i -0.125596009-0.0133998001i
#> k
#> sp 111 112
#> pred_eng -0.066421100-0.0061578097i -0.066408806-0.0053323659i
#> pred_grab -0.097823672-0.0091467037i -0.097807213-0.0079205801i
#> eels -0.125573525-0.0118121264i -0.125553922-0.0102286807i
#> pred_crypt -0.041608584-0.0034581379i -0.041592980-0.0029947444i
#> pred_inv -0.079455316-0.0073945271i -0.079441208-0.0064032946i
#> pred_plank -0.037406587-0.0035401687i -0.037401296-0.0030656001i
#> parrotfish -0.001939541-0.0001451118i -0.001938587-0.0001256783i
#> farm_damsel -0.001939541-0.0001451118i -0.001938587-0.0001256783i
#> herbs -0.001939541-0.0001451118i -0.001938587-0.0001256783i
#> inverts -0.125573525-0.0118121264i -0.125553922-0.0102286807i
#> k
#> sp 113 114
#> pred_eng -0.066398301-0.0045088148i -0.066389570-3.686861e-03i
#> pred_grab -0.097793149-0.0066972780i -0.097781459-5.476357e-03i
#> eels -0.125537172-0.0086488873i -0.125523250-7.072175e-03i
#> pred_crypt -0.041579645-0.0025323429i -0.041568562-2.070779e-03i
#> pred_inv -0.079429153-0.0054143386i -0.079419133-4.427304e-03i
#> pred_plank -0.037396775-0.0025921261i -0.037393017-2.119576e-03i
#> parrotfish -0.001937771-0.0001062815i -0.001937092-8.691553e-05i
#> farm_damsel -0.001937771-0.0001062815i -0.001937092-8.691553e-05i
#> herbs -0.001937771-0.0001062815i -0.001937092-8.691553e-05i
#> inverts -0.125537172-0.0086488873i -0.125523250-7.072175e-03i
#> k
#> sp 115 116
#> pred_eng -0.066382600-2.866210e-03i -0.066377381-2.046571e-03i
#> pred_grab -0.097772128-4.257378e-03i -0.097765141-3.039909e-03i
#> eels -0.125512136-5.497979e-03i -0.125503815-3.925735e-03i
#> pred_crypt -0.041559713-1.609898e-03i -0.041553088-1.149549e-03i
#> pred_inv -0.079411135-3.441836e-03i -0.079405146-2.457587e-03i
#> pred_plank -0.037390017-1.647779e-03i -0.037387771-1.176568e-03i
#> parrotfish -0.001936551-6.757483e-05i -0.001936145-4.825375e-05i
#> farm_damsel -0.001936551-6.757483e-05i -0.001936145-4.825375e-05i
#> herbs -0.001936551-6.757483e-05i -0.001936145-4.825375e-05i
#> inverts -0.125512136-5.497979e-03i -0.125503815-3.925735e-03i
#> k
#> sp 117 118
#> pred_eng -0.066373906-1.227654e-03i -0.06637217-4.091700e-04i
#> pred_grab -0.097760489-1.823515e-03i -0.09775816-6.077668e-04i
#> eels -0.125498274-2.354885e-03i -0.12549551-7.848688e-04i
#> pred_crypt -0.041548676-6.895779e-04i -0.04154647-2.298341e-04i
#> pred_inv -0.079401158-1.474205e-03i -0.07939917-4.913439e-04i
#> pred_plank -0.037386275-7.057738e-04i -0.03738553-2.352302e-04i
#> parrotfish -0.001935875-2.894665e-05i -0.00193574-9.647952e-06i
#> farm_damsel -0.001935875-2.894665e-05i -0.00193574-9.647952e-06i
#> herbs -0.001935875-2.894665e-05i -0.00193574-9.647952e-06i
#> inverts -0.125498274-2.354885e-03i -0.12549551-7.848688e-04i
#> k
#> sp 119 120
#> pred_eng -0.06637217+4.091700e-04i -0.066373906+1.227654e-03i
#> pred_grab -0.09775816+6.077668e-04i -0.097760489+1.823515e-03i
#> eels -0.12549551+7.848688e-04i -0.125498274+2.354885e-03i
#> pred_crypt -0.04154647+2.298341e-04i -0.041548676+6.895779e-04i
#> pred_inv -0.07939917+4.913439e-04i -0.079401158+1.474205e-03i
#> pred_plank -0.03738553+2.352302e-04i -0.037386275+7.057738e-04i
#> parrotfish -0.00193574+9.647952e-06i -0.001935875+2.894665e-05i
#> farm_damsel -0.00193574+9.647952e-06i -0.001935875+2.894665e-05i
#> herbs -0.00193574+9.647952e-06i -0.001935875+2.894665e-05i
#> inverts -0.12549551+7.848688e-04i -0.125498274+2.354885e-03i
#> k
#> sp 121 122
#> pred_eng -0.066377381+2.046571e-03i -0.066382600+2.866210e-03i
#> pred_grab -0.097765141+3.039909e-03i -0.097772128+4.257378e-03i
#> eels -0.125503815+3.925735e-03i -0.125512136+5.497979e-03i
#> pred_crypt -0.041553088+1.149549e-03i -0.041559713+1.609898e-03i
#> pred_inv -0.079405146+2.457587e-03i -0.079411135+3.441836e-03i
#> pred_plank -0.037387771+1.176568e-03i -0.037390017+1.647779e-03i
#> parrotfish -0.001936145+4.825375e-05i -0.001936551+6.757483e-05i
#> farm_damsel -0.001936145+4.825375e-05i -0.001936551+6.757483e-05i
#> herbs -0.001936145+4.825375e-05i -0.001936551+6.757483e-05i
#> inverts -0.125503815+3.925735e-03i -0.125512136+5.497979e-03i
#> k
#> sp 123 124
#> pred_eng -0.066389570+3.686861e-03i -0.066398301+0.0045088148i
#> pred_grab -0.097781459+5.476357e-03i -0.097793149+0.0066972780i
#> eels -0.125523250+7.072175e-03i -0.125537172+0.0086488873i
#> pred_crypt -0.041568562+2.070779e-03i -0.041579645+0.0025323429i
#> pred_inv -0.079419133+4.427304e-03i -0.079429153+0.0054143386i
#> pred_plank -0.037393017+2.119576e-03i -0.037396775+0.0025921261i
#> parrotfish -0.001937092+8.691553e-05i -0.001937771+0.0001062815i
#> farm_damsel -0.001937092+8.691553e-05i -0.001937771+0.0001062815i
#> herbs -0.001937092+8.691553e-05i -0.001937771+0.0001062815i
#> inverts -0.125523250+7.072175e-03i -0.125537172+0.0086488873i
#> k
#> sp 125 126
#> pred_eng -0.066408806+0.0053323659i -0.066421100+0.0061578097i
#> pred_grab -0.097807213+0.0079205801i -0.097823672+0.0091467037i
#> eels -0.125553922+0.0102286807i -0.125573525+0.0118121264i
#> pred_crypt -0.041592980+0.0029947444i -0.041608584+0.0034581379i
#> pred_inv -0.079441208+0.0064032946i -0.079455316+0.0073945271i
#> pred_plank -0.037401296+0.0030656001i -0.037406587+0.0035401687i
#> parrotfish -0.001938587+0.0001256783i -0.001939541+0.0001451118i
#> farm_damsel -0.001938587+0.0001256783i -0.001939541+0.0001451118i
#> herbs -0.001938587+0.0001256783i -0.001939541+0.0001451118i
#> inverts -0.125553922+0.0102286807i -0.125573525+0.0118121264i
#> k
#> sp 127 128
#> pred_eng -0.066435200+0.0069854444i -0.066451127+0.0078155714i
#> pred_grab -0.097842549+0.0103760936i -0.097863874+0.0116091992i
#> eels -0.125596009+0.0133998001i -0.125621406+0.0149922838i
#> pred_crypt -0.041626480+0.0039226795i -0.041646694+0.0043885265i
#> pred_inv -0.079471497+0.0083883949i -0.079489775+0.0093852608i
#> pred_plank -0.037412656+0.0040160044i -0.037419511+0.0044932817i
#> parrotfish -0.001940636+0.0001645876i -0.001941872+0.0001841114i
#> farm_damsel -0.001940636+0.0001645876i -0.001941872+0.0001841114i
#> herbs -0.001940636+0.0001645876i -0.001941872+0.0001841114i
#> inverts -0.125596009+0.0133998001i -0.125621406+0.0149922838i
#> k
#> sp 129 130
#> pred_eng -0.066468904+0.0086484958i -0.066488558+0.0094845265i
#> pred_grab -0.097887675+0.0128464754i -0.097913989+0.0140883829i
#> eels -0.125649754+0.0165901663i -0.125681095+0.0181940441i
#> pred_crypt -0.041669253+0.0048558379i -0.041694192+0.0053247748i
#> pred_inv -0.079510176+0.0103854916i -0.079532731+0.0113894590i
#> pred_plank -0.037427163+0.0049721770i -0.037435622+0.0054528691i
#> parrotfish -0.001943251+0.0002036892i -0.001944775+0.0002233267i
#> farm_damsel -0.001943251+0.0002036892i -0.001944775+0.0002233267i
#> herbs -0.001943251+0.0002036892i -0.001944775+0.0002233267i
#> inverts -0.125649754+0.0165901663i -0.125681095+0.0181940441i
#> k
#> sp 131 132
#> pred_eng -0.066510117+0.010323977i -0.066533613+0.0111671657i
#> pred_grab -0.097942854+0.015335389i -0.097974313+0.0165879694i
#> eels -0.125715474+0.019804523i -0.125752944+0.0214222169i
#> pred_crypt -0.041721544+0.005795500i -0.041751351+0.0062681789i
#> pred_inv -0.079557472+0.012397540i -0.079584436+0.0134101183i
#> pred_plank -0.037444901+0.005935539i -0.037455014+0.0064203723i
#> parrotfish -0.001946446+0.000243030i -0.001948266+0.0002628048i
#> farm_damsel -0.001946446+0.000243030i -0.001948266+0.0002628048i
#> herbs -0.001946446+0.000243030i -0.001948266+0.0002628048i
#> inverts -0.125715474+0.019804523i -0.125752944+0.0214222169i
#> k
#> sp 133 134
#> pred_eng -0.066559082+0.0120144164i -0.066586561+0.012866059i
#> pred_grab -0.098008413+0.0178466064i -0.098045206+0.019111792i
#> eels -0.125793559+0.0230477523i -0.125837381+0.024681766i
#> pred_crypt -0.041783656+0.0067429792i -0.041818506+0.007220071i
#> pred_inv -0.079613664+0.0144275829i -0.079645200+0.015450331i
#> pred_plank -0.037465976+0.0069075552i -0.037477804+0.007397279i
#> parrotfish -0.001950239+0.0002826575i -0.001952365+0.000302594i
#> farm_damsel -0.001950239+0.0002826575i -0.001952365+0.000302594i
#> herbs -0.001950239+0.0002826575i -0.001952365+0.000302594i
#> inverts -0.125793559+0.0230477523i -0.125837381+0.024681766i
#> k
#> sp 135 136
#> pred_eng -0.066616092+0.0137224298i -0.066647720+0.0145838721i
#> pred_grab -0.098084746+0.0203840287i -0.098127096+0.0216638281i
#> eels -0.125884478+0.0263249081i -0.125934920+0.0279778420i
#> pred_crypt -0.041855952+0.0076996291i -0.041896052+0.0081818289i
#> pred_inv -0.079679091+0.0164787668i -0.079715388+0.0175133039i
#> pred_plank -0.037490514+0.0078897386i -0.037504128+0.0083851328i
#> parrotfish -0.001954649+0.0003226205i -0.001957094+0.0003427435i
#> farm_damsel -0.001954649+0.0003226205i -0.001957094+0.0003427435i
#> herbs -0.001954649+0.0003226205i -0.001957094+0.0003427435i
#> inverts -0.125884478+0.0263249081i -0.125934920+0.0279778420i
#> k
#> sp 137 138
#> pred_eng -0.066681495+0.0154507368i -0.06671747+0.0163233831i
#> pred_grab -0.098172319+0.0229517142i -0.09822049+0.0242482230i
#> eels -0.125988786+0.0296412460i -0.12604616+0.0313158145i
#> pred_crypt -0.041938865+0.0086668509i -0.04198446+0.0091548792i
#> pred_inv -0.079754149+0.0185543646i -0.07979543+0.0196023810i
#> pred_plank -0.037518665+0.0088836649i -0.03753415+0.0093855430i
#> parrotfish -0.001959703+0.0003629691i -0.00196248+0.0003833041i
#> farm_damsel -0.001959703+0.0003629691i -0.00196248+0.0003833041i
#> herbs -0.001959703+0.0003629691i -0.00196248+0.0003833041i
#> inverts -0.125988786+0.0296412460i -0.12604616+0.0313158145i
#> k
#> sp 139 140
#> pred_eng -0.066755695+0.0172021788i -0.066796238+0.0180875016i
#> pred_grab -0.098271676+0.0255539037i -0.098325966+0.0268693200i
#> eels -0.126107131+0.0330022592i -0.126171799+0.0347013102i
#> pred_crypt -0.042032895+0.0096461016i -0.042084257+0.0101407103i
#> pred_inv -0.079839306+0.0206577961i -0.079885836+0.0217210641i
#> pred_plank -0.037550602+0.0098909804i -0.037568053+0.0104001960i
#> parrotfish -0.001965428+0.0004037549i -0.001968553+0.0004243283i
#> farm_damsel -0.001965428+0.0004037549i -0.001968553+0.0004243283i
#> herbs -0.001965428+0.0004037549i -0.001968553+0.0004243283i
#> inverts -0.126107131+0.0330022592i -0.126171799+0.0347013102i
#> k
#> sp 141 142
#> pred_eng -0.066839162+0.0189797390i -0.066884536+0.0198792895i
#> pred_grab -0.098383445+0.0281950505i -0.098444206+0.0295316905i
#> eels -0.126240265+0.0364137175i -0.126312643+0.0381402524i
#> pred_crypt -0.042138623+0.0106389020i -0.042196078+0.0111408784i
#> pred_inv -0.079935099+0.0227926516i -0.079987175+0.0238730385i
#> pred_plank -0.037586529+0.0109134145i -0.037606059+0.0114308670i
#> parrotfish -0.001971858+0.0004450311i -0.001975349+0.0004658702i
#> farm_damsel -0.001971858+0.0004450311i -0.001975349+0.0004658702i
#> herbs -0.001971858+0.0004450311i -0.001975349+0.0004658702i
#> inverts -0.126240265+0.0364137175i -0.126312643+0.0381402524i
#> k
#> sp 143 144
#> pred_eng -0.06693243+0.0207865632i -0.066982937+0.021701983i
#> pred_grab -0.09850835+0.0308798525i -0.098575982+0.032240168i
#> eels -0.12638905+0.0398817088i -0.126469615+0.041638905i
#> pred_crypt -0.04225672+0.0116468462i -0.042320633+0.012157018i
#> pred_inv -0.08004215+0.0249627184i -0.080100111+0.026062200i
#> pred_plank -0.03762668+0.0119527915i -0.037648414+0.012479433i
#> parrotfish -0.00197903+0.0004868528i -0.001982907+0.000507986i
#> farm_damsel -0.00197903+0.0004868528i -0.001982907+0.000507986i
#> herbs -0.00197903+0.0004868528i -0.001982907+0.000507986i
#> inverts -0.12638905+0.0398817088i -0.126469615+0.041638905i
#> k
#> sp 145 146
#> pred_eng -0.067036129+0.0226259840i -0.067092101+0.0235590170i
#> pred_grab -0.098647217+0.0336132879i -0.098722178+0.0349998851i
#> eels -0.126554473+0.0434126855i -0.126643770+0.0452039221i
#> pred_crypt -0.042387934+0.0126716117i -0.042458732+0.0131908519i
#> pred_inv -0.080161161+0.0271720087i -0.080225403+0.0282926859i
#> pred_plank -0.037671310+0.0130110455i -0.037695402+0.0135478893i
#> parrotfish -0.001986987+0.0005292773i -0.001991274+0.0005507341i
#> farm_damsel -0.001986987+0.0005292773i -0.001991274+0.0005507341i
#> herbs -0.001986987+0.0005292773i -0.001991274+0.0005507341i
#> inverts -0.126554473+0.0434126855i -0.126643770+0.0452039221i
#> k
#> sp 147 148
#> pred_eng -0.067150949+0.0245015469i -0.067212777+0.0254540549i
#> pred_grab -0.098800993+0.0364006549i -0.098883802+0.0378163167i
#> eels -0.126737661+0.0470135164i -0.126836311+0.0488424014i
#> pred_crypt -0.042533146+0.0137149696i -0.042611302+0.0142442028i
#> pred_inv -0.080292947+0.0294247920i -0.080363912+0.0305689066i
#> pred_plank -0.037720733+0.0140902350i -0.037747347+0.0146383623i
#> parrotfish -0.001995777+0.0005723642i -0.002000502+0.0005941755i
#> farm_damsel -0.001995777+0.0005723642i -0.002000502+0.0005941755i
#> herbs -0.001995777+0.0005723642i -0.002000502+0.0005941755i
#> inverts -0.126737661+0.0470135164i -0.126836311+0.0488424014i
#> k
#> sp 149 150
#> pred_eng -0.067277696+0.0264170396i -0.067345822+0.0273910175i
#> pred_grab -0.098970752+0.0392476159i -0.099062001+0.0406953253i
#> eels -0.126939897+0.0506915440i -0.127048606+0.0525619467i
#> pred_crypt -0.042693336+0.0147787970i -0.042779392+0.0153190054i
#> pred_inv -0.080438425+0.0317256302i -0.080516621+0.0328955852i
#> pred_plank -0.037775291+0.0151925608i -0.037804616+0.0157531311i
#> parrotfish -0.002005456+0.0006161758i -0.002010648+0.0006383735i
#> farm_damsel -0.002005456+0.0006161758i -0.002010648+0.0006383735i
#> herbs -0.002005456+0.0006161758i -0.002010648+0.0006383735i
#> inverts -0.126939897+0.0506915440i -0.127048606+0.0525619467i
#> k
#> sp 151 152
#> pred_eng -0.067417281+0.0283765249i -0.067492206+0.0293741187i
#> pred_grab -0.099157718+0.0421602470i -0.099258081+0.0436432146i
#> eels -0.127162641+0.0544546500i -0.127282214+0.0563707356i
#> pred_crypt -0.042869624+0.0158650896i -0.042964194+0.0164173200i
#> pred_inv -0.080598644+0.0340794175i -0.080684647+0.0352777984i
#> pred_plank -0.037835376+0.0163203851i -0.037867628+0.0168946469i
#> parrotfish -0.002016086+0.0006607769i -0.002021779+0.0006833946i
#> farm_damsel -0.002016086+0.0006607769i -0.002021779+0.0006833946i
#> herbs -0.002016086+0.0006607769i -0.002021779+0.0006833946i
#> inverts -0.127162641+0.0544546500i -0.127282214+0.0563707356i
#> k
#> sp 153 154
#> pred_eng -0.067570740+0.0303843779i -0.067653034+0.0314079052i
#> pred_grab -0.099363282+0.0451450945i -0.099473525+0.0466667892i
#> eels -0.127407554+0.0583113280i -0.127538904+0.0602775983i
#> pred_crypt -0.043063278+0.0169759762i -0.043167062+0.0175413476i
#> pred_inv -0.080774793+0.0364914256i -0.080869259+0.0377210253i
#> pred_plank -0.037901434+0.0174762536i -0.037936859+0.0180655562i
#> parrotfish -0.002027737+0.0007062354i -0.002033969+0.0007293082i
#> farm_damsel -0.002027737+0.0007062354i -0.002033969+0.0007293082i
#> herbs -0.002027737+0.0007062354i -0.002033969+0.0007293082i
#> inverts -0.127407554+0.0583113280i -0.127538904+0.0602775983i
#> k
#> sp 155 156
#> pred_eng -0.067739251+0.0324453282i -0.067829564+0.0334973014i
#> pred_grab -0.099589028+0.0482092384i -0.099710023+0.0497734225i
#> eels -0.127676525+0.0622707668i -0.127820694+0.0642921064i
#> pred_crypt -0.043275741+0.0181137340i -0.043389529+0.0186934462i
#> pred_inv -0.080968228+0.0389673541i -0.081071902+0.0402312011i
#> pred_plank -0.037973973+0.0186629205i -0.038012851+0.0192687279i
#> parrotfish -0.002040487+0.0007526224i -0.002047302+0.0007761873i
#> farm_damsel -0.002040487+0.0007526224i -0.002047302+0.0007761873i
#> herbs -0.002040487+0.0007526224i -0.002047302+0.0007761873i
#> inverts -0.127676525+0.0622707668i -0.127820694+0.0642921064i
#> k
#> sp 157 158
#> pred_eng -0.067924157+0.0345645077i -0.068023228+0.035647660i
#> pred_grab -0.099836758+0.0513603648i -0.099969498+0.052971134i
#> eels -0.127971707+0.0663429458i -0.128129881+0.068424674i
#> pred_crypt -0.043508648+0.0192808063i -0.043633339+0.019876149i
#> pred_inv -0.081180491+0.0415133895i -0.081294223+0.042814780i
#> pred_plank -0.038053572+0.0198833768i -0.038096221+0.020507283i
#> parrotfish -0.002054427+0.0008000125i -0.002061873+0.000824108i
#> farm_damsel -0.002054427+0.0008000125i -0.002061873+0.000824108i
#> herbs -0.002054427+0.0008000125i -0.002061873+0.000824108i
#> inverts -0.127971707+0.0663429458i -0.128129881+0.068424674i
#> k
#> sp 159 160
#> pred_eng -0.068126987+0.0367475054i -0.068235660+0.0378648230i
#> pred_grab -0.100108528+0.0546068494i -0.100254149+0.0562686803i
#> eels -0.128295553+0.0705387433i -0.128469087+0.0726866747i
#> pred_crypt -0.043763858+0.0204798214i -0.043900478+0.0210921846i
#> pred_inv -0.081413340+0.0441362708i -0.081538101+0.0454788044i
#> pred_plank -0.038140888+0.0211408833i -0.038187672+0.0217846321i
#> parrotfish -0.002069655+0.0008484837i -0.002077788+0.0008731502i
#> farm_damsel -0.002069655+0.0008484837i -0.002077788+0.0008731502i
#> herbs -0.002069655+0.0008484837i -0.002077788+0.0008731502i
#> inverts -0.128295553+0.0705387433i -0.128469087+0.0726866747i
#> k
#> sp 161 162
#> pred_eng -0.068349488+0.0390004307i -0.068468729+0.0401551852i
#> pred_grab -0.100406686+0.0579578532i -0.100566486+0.0596756540i
#> eels -0.128650869+0.0748700619i -0.128841314+0.0770905766i
#> pred_crypt -0.044043489+0.0217136138i -0.044193204+0.0223444993i
#> pred_inv -0.081668784+0.0468433664i -0.081805684+0.0482309908i
#> pred_plank -0.038236676+0.0224390077i -0.038288010+0.0231045111i
#> parrotfish -0.002086286+0.0008981178i -0.002095167+0.0009233976i
#> farm_damsel -0.002086286+0.0008981178i -0.002095167+0.0009233976i
#> herbs -0.002086286+0.0008981178i -0.002095167+0.0009233976i
#> inverts -0.128650869+0.0748700619i -0.128841314+0.0770905766i
#> k
#> sp 163 164
#> pred_eng -0.068593660+0.0413299857i -0.068724576+0.0425257765i
#> pred_grab -0.100733921+0.0614234326i -0.100909390+0.0632026068i
#> eels -0.129040865+0.0793499736i -0.129249999+0.0816500974i
#> pred_crypt -0.044349956+0.0229852476i -0.044514099+0.0236362816i
#> pred_inv -0.081949121+0.0496427625i -0.082099435+0.0510798211i
#> pred_plank -0.038341795+0.0237816684i -0.038398158+0.0244710325i
#> parrotfish -0.002104447+0.0009490004i -0.002114147+0.0009749375i
#> farm_damsel -0.002104447+0.0009490004i -0.002114147+0.0009749375i
#> herbs -0.002104447+0.0009490004i -0.002114147+0.0009749375i
#> inverts -0.129040865+0.0793499736i -0.129249999+0.0816500974i
#> k
#> sp 165 166
#> pred_eng -0.068861796+0.043743550i -0.069005660+0.044984351i
#> pred_grab -0.101093319+0.065014668i -0.101286168+0.066861185i
#> eels -0.129469227+0.083992888i -0.129699097+0.086380387i
#> pred_crypt -0.044686017+0.024298042i -0.044866116+0.024970989i
#> pred_inv -0.082256991+0.052543365i -0.082422182+0.054034655i
#> pred_plank -0.038457235+0.025173185i -0.038519175+0.025888738i
#> parrotfish -0.002124284+0.001001221i -0.002134881+0.001027861i
#> farm_damsel -0.002124284+0.001001221i -0.002134881+0.001027861i
#> herbs -0.002124284+0.001001221i -0.002134881+0.001027861i
#> inverts -0.129469227+0.083992888i -0.129699097+0.086380387i
#> k
#> sp 167 168
#> pred_eng -0.06915654+0.046249278i -0.069314817+0.047539491i
#> pred_grab -0.10148843+0.068743813i -0.101700637+0.070664294i
#> eels -0.12994020+0.088814747i -0.130193166+0.091298238i
#> pred_crypt -0.04505483+0.025655601i -0.045252642+0.026352378i
#> pred_inv -0.08259543+0.055555018i -0.082777186+0.057105857i
#> pred_plank -0.03858413+0.026618336i -0.038652283+0.027362661i
#> parrotfish -0.00214596+0.001054871i -0.002157545+0.001082263i
#> farm_damsel -0.00214596+0.001054871i -0.002157545+0.001082263i
#> herbs -0.00214596+0.001054871i -0.002157545+0.001082263i
#> inverts -0.12994020+0.088814747i -0.130193166+0.091298238i
#> k
#> sp 169 170
#> pred_eng -0.069480927+0.048856214i -0.069655324+0.050200737i
#> pred_grab -0.101923358+0.072624469i -0.102157209+0.074626284i
#> eels -0.130458682+0.093833258i -0.130737482+0.096422340i
#> pred_crypt -0.045460041+0.027061842i -0.045677575+0.027784537i
#> pred_inv -0.082967940+0.058688647i -0.083168218+0.060304949i
#> pred_plank -0.038723805+0.028122431i -0.038798896+0.028898405i
#> parrotfish -0.002169662+0.001110049i -0.002182337+0.001138242i
#> farm_damsel -0.002169662+0.001110049i -0.002182337+0.001138242i
#> herbs -0.002169662+0.001110049i -0.002182337+0.001138242i
#> inverts -0.130458682+0.093833258i -0.130737482+0.096422340i
#> k
#> sp 171 172
#> pred_eng -0.06983850+0.051574427i -0.070030985+0.052978727i
#> pred_grab -0.10240285+0.076671794i -0.102661008+0.078763177i
#> eels -0.13103036+0.099068163i -0.131338169+0.101773566i
#> pred_crypt -0.04590582+0.028521032i -0.046145412+0.029271921i
#> pred_inv -0.08337859+0.061956415i -0.083599657+0.063644790i
#> pred_plank -0.03887777+0.029691388i -0.038960653+0.030502229i
#> parrotfish -0.00219560+0.001166853i -0.002209481+0.001195897i
#> farm_damsel -0.00219560+0.001166853i -0.002209481+0.001195897i
#> herbs -0.00219560+0.001166853i -0.002209481+0.001195897i
#> inverts -0.13103036+0.099068163i -0.131338169+0.101773566i
#> k
#> sp 173 174
#> pred_eng -0.070233356+0.054415167i -0.070446233+0.05588537i
#> pred_grab -0.102932446+0.080902740i -0.103218006+0.08309293i
#> eels -0.131661839+0.104541557i -0.132002371+0.10737533i
#> pred_crypt -0.046397017+0.030037824i -0.046661364+0.03081939i
#> pred_inv -0.083832091+0.065371925i -0.084076604+0.06713978i
#> pred_plank -0.039047795+0.031331831i -0.039139465+0.03218115i
#> parrotfish -0.002224015+0.001225384i -0.002239236+0.00125533i
#> farm_damsel -0.002224015+0.001225384i -0.002239236+0.00125533i
#> herbs -0.002224015+0.001225384i -0.002239236+0.00125533i
#> inverts -0.131661839+0.104541557i -0.132002371+0.10737533i
#> k
#> sp 175 176
#> pred_eng -0.070670289+0.057391059i -0.070906254+0.058934059i
#> pred_grab -0.103518594+0.085336346i -0.103835196+0.087635752i
#> eels -0.132360851+0.110278274i -0.132738455+0.113253997i
#> pred_crypt -0.046939236+0.031617292i -0.047231481+0.032432242i
#> pred_inv -0.084333970+0.068950441i -0.084605030+0.070806118i
#> pred_plank -0.039235951+0.033051208i -0.039337569+0.033943082i
#> parrotfish -0.002255182+0.001285745i -0.002271894+0.001316644i
#> farm_damsel -0.002255182+0.001285745i -0.002271894+0.001316644i
#> herbs -0.002255182+0.001285745i -0.002271894+0.001316644i
#> inverts -0.132360851+0.110278274i -0.132738455+0.113253997i
#> k
#> sp 177 178
#> pred_eng -0.071154920+0.060516317i -0.071417148+0.062139902i
#> pred_grab -0.104168879+0.089994085i -0.104520805+0.092414478i
#> eels -0.133136464+0.116306337i -0.133556267+0.119439387i
#> pred_crypt -0.047539015+0.033264977i -0.047862826+0.034116268i
#> pred_inv -0.084890696+0.072709168i -0.085191959+0.074662095i
#> pred_plank -0.039444660+0.034857923i -0.039557595+0.035796960i
#> parrotfish -0.002289415+0.001348037i -0.002307792+0.001379938i
#> farm_damsel -0.002289415+0.001348037i -0.002307792+0.001379938i
#> herbs -0.002289415+0.001348037i -0.002307792+0.001379938i
#> inverts -0.133136464+0.116306337i -0.133556267+0.119439387i
#> k
#> sp 179 180
#> pred_eng -0.071693874+0.063807021i -0.071986120+0.065520027i
#> pred_grab -0.104892239+0.094900270i -0.105284561+0.097455026i
#> eels -0.133999380+0.122657512i -0.134467453+0.125965376i
#> pred_crypt -0.048203989+0.034986922i -0.048563668+0.035877777i
#> pred_inv -0.085509898+0.076667574i -0.085845691+0.078728456i
#> pred_plank -0.039676779+0.036761502i -0.039802653+0.037752947i
#> parrotfish -0.002327073+0.001412357i -0.002347312+0.001445307i
#> farm_damsel -0.002327073+0.001412357i -0.002347312+0.001445307i
#> herbs -0.002327073+0.001412357i -0.002347312+0.001445307i
#> inverts -0.133999380+0.122657512i -0.134467453+0.125965376i
#> k
#> sp 181 182
#> pred_eng -0.072295001+0.067281434i -0.072621734+0.069093930i
#> pred_grab -0.105699276+0.100082560i -0.106138030+0.102786948i
#> eels -0.134962293+0.129367966i -0.135485871+0.132870622i
#> pred_crypt -0.048943125+0.036789712i -0.049343733+0.037723638i
#> pred_inv -0.086200622+0.080847789i -0.086576094+0.083028832i
#> pred_plank -0.039935697+0.038772793i -0.040076437+0.039822641i
#> parrotfish -0.002368567+0.001478797i -0.002390898+0.001512837i
#> farm_damsel -0.002368567+0.001478797i -0.002390898+0.001512837i
#> herbs -0.002368567+0.001478797i -0.002390898+0.001512837i
#> inverts -0.134962293+0.129367966i -0.135485871+0.132870622i
#> k
#> sp 183 184
#> pred_eng -0.072967653+0.070960392i -0.073334222+0.072883905i
#> pred_grab -0.106602628+0.105572562i -0.107095048+0.108444092i
#> eels -0.136040349+0.136479071i -0.136628100+0.140199459i
#> pred_crypt -0.049766987+0.038680505i -0.050214514+0.039661302i
#> pred_inv -0.086973647+0.085275078i -0.087394965+0.087590269i
#> pred_plank -0.040225449+0.040904210i -0.040383364+0.042019344i
#> parrotfish -0.002414371+0.001547435i -0.002439055+0.001582598i
#> farm_damsel -0.002414371+0.001547435i -0.002439055+0.001582598i
#> herbs -0.002414371+0.001547435i -0.002439055+0.001582598i
#> inverts -0.136040349+0.136479071i -0.136628100+0.140199459i
#> k
#> sp 185 186
#> pred_eng -0.073723047+0.074867779i -0.074135895+0.076915569i
#> pred_grab -0.107617464+0.111406574i -0.108172270+0.114465426i
#> eels -0.137251732+0.144038393i -0.137914116+0.148002987i
#> pred_crypt -0.050688089+0.040667052i -0.051189650+0.041698815i
#> pred_inv -0.087841903+0.089978427i -0.088316500+0.092443870i
#> pred_plank -0.040550877+0.043170026i -0.040728751+0.044358391i
#> parrotfish -0.002465028+0.001618332i -0.002492368+0.001654639i
#> farm_damsel -0.002465028+0.001618332i -0.002492368+0.001654639i
#> herbs -0.002465028+0.001618332i -0.002492368+0.001654639i
#> inverts -0.137251732+0.144038393i -0.137914116+0.148002987i
#> k
#> sp 187 188
#> pred_eng -0.074574716+0.07903110i -0.075041661+0.081218498i
#> pred_grab -0.108762106+0.11762649i -0.109389889+0.120896047i
#> eels -0.138618421+0.15210091i -0.139368150+0.156340429i
#> pred_crypt -0.051721317+0.04275769i -0.052285407+0.043844792i
#> pred_inv -0.088821003+0.09499125i -0.089357898+0.097625584i
#> pred_plank -0.040917827+0.04558674i -0.041119035+0.046857561i
#> parrotfish -0.002521164+0.00169152i -0.002551509+0.001728973i
#> farm_damsel -0.002521164+0.00169152i -0.002551509+0.001728973i
#> herbs -0.002521164+0.00169152i -0.002551509+0.001728973i
#> inverts -0.138618421+0.15210091i -0.139368150+0.156340429i
#> k
#> sp 189 190
#> pred_eng -0.075539112+0.083482204i -0.07606971+0.085827023i
#> pred_grab -0.110058849+0.124280910i -0.11077257+0.127788429i
#> eels -0.140167181+0.160730498i -0.14101982+0.165280802i
#> pred_crypt -0.052884464+0.044961287i -0.05352128+0.046108350i
#> pred_inv -0.089929933+0.100352280i -0.09054016+0.103177189i
#> pred_plank -0.041333405+0.048173538i -0.04156208+0.049537582i
#> parrotfish -0.002583502+0.001766992i -0.00261725+0.001805567i
#> farm_damsel -0.002583502+0.001766992i -0.00261725+0.001805567i
#> herbs -0.002583502+0.001766992i -0.00261725+0.001805567i
#> inverts -0.140167181+0.160730498i -0.14101982+0.165280802i
#> k
#> sp 191 192
#> pred_eng -0.07663639+0.088258149i -0.077242413+0.090781210i
#> pred_grab -0.11153504+0.131426573i -0.112350694+0.135203988i
#> eels -0.14193086+0.170001846i -0.142905645+0.174905040i
#> pred_crypt -0.05419891+0.047287173i -0.054920723+0.048498955i
#> pred_inv -0.09119196+0.106106642i -0.091889121+0.109147503i
#> pred_plank -0.04180632+0.050952849i -0.042067551+0.052422769i
#> parrotfish -0.00265287+0.001844682i -0.002690483+0.001884318i
#> farm_damsel -0.00265287+0.001844682i -0.002690483+0.001884318i
#> herbs -0.00265287+0.001844682i -0.002690483+0.001884318i
#> inverts -0.14193086+0.170001846i -0.142905645+0.174905040i
#> k
#> sp 193 194
#> pred_eng -0.077891434+0.093402310i -0.07858753+0.096128084i
#> pred_grab -0.113224498+0.139130071i -0.11416201+0.143215051i
#> eels -0.143950138+0.180002798i -0.14507103+0.185308651i
#> pred_crypt -0.055690436+0.049744890i -0.05651213+0.051026146i
#> pred_inv -0.092635853+0.112307227i -0.09343688+0.115593917i
#> pred_plank -0.042347343+0.053951075i -0.04264747+0.055541836i
#> parrotfish -0.002730223+0.001924445i -0.00277223+0.001965028i
#> farm_damsel -0.002730223+0.001924445i -0.00277223+0.001965028i
#> herbs -0.002730223+0.001924445i -0.00277223+0.001965028i
#> inverts -0.143950138+0.180002798i -0.14507103+0.185308651i
#> k
#> sp 195 196
#> pred_eng -0.079335284+0.098965747i -0.08013984+0.101923167i
#> pred_grab -0.115169458+0.147470082i -0.11625388+0.151907348i
#> eels -0.146275842+0.190837372i -0.14757303+0.196605121i
#> pred_crypt -0.057390329+0.052343849i -0.05833000+0.053699054i
#> pred_inv -0.094297486+0.119016403i -0.09522364+0.122584315i
#> pred_plank -0.042969900+0.057199498i -0.04331688+0.058928925i
#> parrotfish -0.002816655+0.002006023i -0.00286366+0.002047373i
#> farm_damsel -0.002816655+0.002006023i -0.00286366+0.002047373i
#> herbs -0.002816655+0.002006023i -0.00286366+0.002047373i
#> inverts -0.146275842+0.190837372i -0.14757303+0.196605121i
#> k
#> sp 197 198
#> pred_eng -0.081007004+0.105008929i -0.08194335+0.108232422i
#> pred_grab -0.117423188+0.156540180i -0.11868637+0.161383193i
#> eels -0.148972173+0.202629610i -0.15048410+0.208930288i
#> pred_crypt -0.059336651+0.055092712i -0.06041637+0.056525625i
#> pred_inv -0.096222076+0.126308179i -0.09730039+0.130199516i
#> pred_plank -0.043690912+0.060735454i -0.04409486+0.062624945i
#> parrotfish -0.002913417+0.002089008i -0.00296611+0.002130847i
#> farm_damsel -0.002913417+0.002089008i -0.00296611+0.002130847i
#> herbs -0.002913417+0.002089008i -0.00296611+0.002130847i
#> inverts -0.148972173+0.202629610i -0.15048410+0.208930288i
#> k
#> sp 199 200
#> pred_eng -0.082956318+0.111603925i -0.084054398+0.115134714i
#> pred_grab -0.120053633+0.166452441i -0.121536588+0.171765585i
#> eels -0.152121133+0.215528553i -0.153897332+0.222448002i
#> pred_crypt -0.061575889+0.057998403i -0.062822647+0.059511393i
#> pred_inv -0.098467225+0.134270961i -0.099732419+0.138536392i
#> pred_plank -0.044531940+0.064603854i -0.045005849+0.066679304i
#> parrotfish -0.003021937+0.002172797i -0.003081101+0.002214763i
#> farm_damsel -0.003021937+0.002172797i -0.003081101+0.002214763i
#> herbs -0.003021937+0.002172797i -0.003081101+0.002214763i
#> inverts -0.152121133+0.215528553i -0.153897332+0.222448002i
#> k
#> sp 201 202
#> pred_eng -0.085247270+0.118837175i -0.08654603+0.122724937i
#> pred_grab -0.123148529+0.177342099i -0.12490471+0.183203494i
#> eels -0.155828785+0.229714708i -0.15793398+0.237357542i
#> pred_crypt -0.064164838+0.061064613i -0.06561141+0.062657633i
#> pred_inv -0.101107213+0.143011083i -0.10260450+0.147711867i
#> pred_plank -0.045520788+0.068859174i -0.04608159+0.071152199i
#> parrotfish -0.003143771+0.002256663i -0.00320998+0.002298386i
#> farm_damsel -0.003143771+0.002256663i -0.00320998+0.002298386i
#> herbs -0.003143771+0.002256663i -0.00320998+0.002298386i
#> inverts -0.155828785+0.229714708i -0.15793398+0.237357542i
#> k
#> sp 203 204
#> pred_eng -0.08796343+0.12681302i -0.08951421+0.131117997i
#> pred_grab -0.12682272+0.18937358i -0.12892287+0.195878766i
#> eels -0.16023423+0.24540855i -0.16275424+0.253903376i
#> pred_crypt -0.06717201+0.06428934i -0.06885676+0.065957394i
#> pred_inv -0.10423911+0.15265734i -0.10602818+0.157868054i
#> pred_plank -0.04669380+0.07356809i -0.04736385+0.076117654i
#> parrotfish -0.00327946+0.00233957i -0.00335166+0.002378887i
#> farm_damsel -0.00327946+0.00233957i -0.00335166+0.002378887i
#> herbs -0.00327946+0.00233957i -0.00335166+0.002378887i
#> inverts -0.16023423+0.24540855i -0.16275424+0.253903376i
#> k
#> sp 205 206
#> pred_eng -0.091215448+0.135658184i -0.093087013+0.140453839i
#> pred_grab -0.131228788+0.202748385i -0.133768037+0.210015100i
#> eels -0.165522749+0.262881764i -0.168573324+0.272388124i
#> pred_crypt -0.070676329+0.067656874i -0.072642889+0.069377660i
#> pred_inv -0.107991627+0.163366799i -0.110152616+0.169178847i
#> pred_plank -0.048099183+0.078812984i -0.048908502+0.081667611i
#> parrotfish -0.003426839+0.002412707i -0.003510055+0.002434173i
#> farm_damsel -0.003426839+0.002412707i -0.003510055+0.002434173i
#> herbs -0.003426839+0.002412707i -0.003510055+0.002434173i
#> inverts -0.165522749+0.262881764i -0.168573324+0.272388124i
#> k
#> sp 207 208
#> pred_eng -0.095152153+0.145527396i -0.097438176+0.150903705i
#> pred_grab -0.136572930+0.217715331i -0.139681547+0.225889753i
#> eels -0.171945411+0.282472198i -0.175685582+0.293189817i
#> pred_crypt -0.074774591+0.071100270i -0.077107873+0.072792378i
#> pred_inv -0.112538294+0.175332278i -0.115180593+0.181858318i
#> pred_plank -0.049801983+0.084696735i -0.050791613+0.087917476i
#> parrotfish -0.003619719+0.002437214i -0.003797043+0.002435426i
#> farm_damsel -0.003619719+0.002437214i -0.003797043+0.002435426i
#> herbs -0.003619719+0.002437214i -0.003797043+0.002435426i
#> inverts -0.171945411+0.282472198i -0.175685582+0.293189817i
#> k
#> sp 209 210
#> pred_eng -0.099977322+0.156610294i -0.102807858+0.162677638i
#> pred_grab -0.143139000+0.234583859i -0.146999035+0.243848566i
#> eels -0.179849129+0.304603779i -0.184502091+0.316784843i
#> pred_crypt -0.079723489+0.074414421i -0.082787779+0.075954640i
#> pred_inv -0.118117274+0.188791715i -0.121393231+0.196171137i
#> pred_plank -0.051891580+0.091349171i -0.053118773+0.095013721i
#> parrotfish -0.004096576+0.002506905i -0.004511565+0.002855418i
#> farm_damsel -0.004096576+0.002506905i -0.004511565+0.002855418i
#> herbs -0.004096576+0.002506905i -0.004511565+0.002855418i
#> inverts -0.179849129+0.304603779i -0.184502091+0.316784843i
#> k
#> sp 211 212
#> pred_eng -0.105975444+0.169139412i -0.109534877+0.176032711i
#> pred_grab -0.151326062+0.253740889i -0.156197766+0.264324633i
#> eels -0.189723839+0.329812859i -0.195610415+0.343778020i
#> pred_crypt -0.086591741+0.077528832i -0.091525617+0.079584465i
#> pred_inv -0.125062142+0.204039582i -0.129188573+0.212444778i
#> pred_plank -0.054493420+0.098936005i -0.056039900+0.103144356i
#> parrotfish -0.004776674+0.003811546i -0.004063332+0.005586565i
#> farm_damsel -0.004776674+0.003811546i -0.004063332+0.005586565i
#> herbs -0.004776674+0.003811546i -0.004063332+0.005586565i
#> inverts -0.189723839+0.329812859i -0.195610415+0.343778020i
#> k
#> sp 213 214
#> pred_eng -0.1135523069+0.183398179i -0.118108069+0.191279958i
#> pred_grab -0.1617084579+0.275671072i -0.167973433+0.287859532i
#> eels -0.2022788511+0.358782207i -0.209872852+0.374940374i
#> pred_crypt -0.0978545785+0.083210787i -0.105092869+0.090430141i
#> pred_inv -0.1338506687+0.221439503i -0.139143620+0.231081767i
#> pred_plank -0.0577878052+0.107671126i -0.059773313+0.112553335i
#> parrotfish -0.0008288741+0.007532471i 0.006512692+0.006896242i
#> farm_damsel -0.0008288741+0.007532471i 0.006512692+0.006896242i
#> herbs -0.0008288741+0.007532471i 0.006512692+0.006896242i
#> inverts -0.2022788511+0.358782207i -0.209872852+0.374940374i
#> k
#> sp 215 216
#> pred_eng -0.12330033+0.199725343i -0.12924979+0.2087839i
#> pred_grab -0.17513466+0.300977713i -0.18336827+0.3151215i
#> eels -0.21857027+0.392381818i -0.22859309+0.4112511i
#> pred_crypt -0.11079991+0.104100213i -0.10889379+0.1267454i
#> pred_inv -0.14518416+0.241434683i -0.15211639+0.2525658i
#> pred_plank -0.06204101+0.117833414i -0.06464629+0.1235600i
#> parrotfish 0.01719520-0.002128186i 0.02378313-0.0269296i
#> farm_damsel 0.01719520-0.002128186i 0.02378313-0.0269296i
#> herbs 0.01719520-0.002128186i 0.02378313-0.0269296i
#> inverts -0.21857027+0.392381818i -0.22859309+0.4112511i
#> k
#> sp 217 218
#> pred_eng -0.136105673+0.21850562i -0.14405339+0.2289377i
#> pred_grab -0.192894368+0.33039371i -0.20399003+0.3469011i
#> eels -0.240220737+0.43170790i -0.25380807+0.4539254i
#> pred_crypt -0.088235157+0.15747908i -0.03322997+0.1865963i
#> pred_inv -0.160119362+0.26454541i -0.16941687+0.2774432i
#> pred_plank -0.067658628+0.12978902i -0.07116597+0.1365842i
#> parrotfish 0.008186076-0.06971399i -0.05594853-0.1145715i
#> farm_damsel 0.008186076-0.06971399i -0.05594853-0.1145715i
#> herbs 0.008186076-0.06971399i -0.05594853-0.1145715i
#> inverts -0.240220737+0.43170790i -0.25380807+0.4539254i
#> k
#> sp 219 220
#> pred_eng -0.15332393+0.2401183i -0.1642067+0.252062421i
#> pred_grab -0.21700668+0.3647474i -0.2323960+0.384020601i
#> eels -0.26981008+0.4780845i -0.2888176+0.504363875i
#> pred_crypt 0.07094098+0.1888604i 0.2261401+0.119059792i
#> pred_inv -0.18029004+0.2913216i -0.1930959+0.306221553i
#> pred_plank -0.07528078+0.1440181i -0.0801484+0.152172271i
#> parrotfish -0.18639581-0.1142040i -0.3583799+0.008104958i
#> farm_damsel -0.18639581-0.1142040i -0.3583799+0.008104958i
#> herbs -0.18639581-0.1142040i -0.3583799+0.008104958i
#> inverts -0.26981008+0.4780845i -0.2888176+0.504363875i
#> k
#> sp 221 222
#> pred_eng -0.17708478+0.26473226i -0.1925823+0.2780414i
#> pred_grab -0.25075991+0.40478175i -0.2729347+0.4271452i
#> eels -0.31160915+0.53293805i -0.3391743+0.5640522i
#> pred_crypt 0.40245756-0.08383682i 0.5185914-0.4767893i
#> pred_inv -0.20831178+0.32214092i -0.2266620+0.3390833i
#> pred_plank -0.08595878+0.16113637i -0.0929628+0.1710050i
#> parrotfish -0.46748346+0.32118836i -0.3258900+0.8068636i
#> farm_damsel -0.46748346+0.32118836i -0.3258900+0.8068636i
#> herbs -0.46748346+0.32118836i -0.3258900+0.8068636i
#> inverts -0.31160915+0.53293805i -0.3391743+0.5640522i
#> k
#> sp 223 224
#> pred_eng -0.2118944+0.2923572i -0.23600993+0.3108901i
#> pred_grab -0.2998365+0.4517724i -0.33038858+0.4808612i
#> eels -0.3723258+0.5982768i -0.40953278+0.6362121i
#> pred_crypt 0.4341304-1.0738999i -0.02953052-1.7958974i
#> pred_inv -0.2492258+0.3576120i -0.27592633+0.3807259i
#> pred_plank -0.1014954+0.1818700i -0.11200725+0.1938037i
#> parrotfish 0.2633974+1.2704258i 1.34168037+1.3183655i
#> farm_damsel 0.2633974+1.2704258i 1.34168037+1.3183655i
#> herbs 0.2633974+1.2704258i 1.34168037+1.3183655i
#> inverts -0.3723258+0.5982768i -0.40953278+0.6362121i
#> k
#> sp 225 226 227
#> pred_eng -0.2571451+0.3431969i -0.2326552+0.3909584i -0.0726584+0.3646452i
#> pred_grab -0.3535404+0.5154075i -0.3371530+0.5311435i -0.2580210+0.4117411i
#> eels -0.4415688+0.6725977i -0.4517749+0.6718359i -0.4643007+0.5226932i
#> pred_crypt -1.0275237-2.4294804i -2.5939882-2.6291160i -4.5399528-1.9907522i
#> pred_inv -0.2966813+0.4144256i -0.2715066+0.4477043i -0.1392565+0.3738983i
#> pred_plank -0.1251043+0.2068266i -0.1415611+0.2207909i -0.1628425+0.2346097i
#> parrotfish 2.6048287+0.4921344i 3.3391688-1.4224586i 2.6414525-4.0379349i
#> farm_damsel 2.6048287+0.4921344i 3.3391688-1.4224586i 2.6414525-4.0379349i
#> herbs 2.6048287+0.4921344i 3.3391688-1.4224586i 2.6414525-4.0379349i
#> inverts -0.4415688+0.6725977i -0.4517749+0.6718359i -0.4643007+0.5226932i
#> k
#> sp 228 229
#> pred_eng 0.20415525-0.06269600i -0.003672968-1.3344805i
#> pred_grab -0.27754748-0.09523272i -1.051547874-1.1169057i
#> eels -0.70361133+0.05522735i -1.781180235-0.6600306i
#> pred_crypt -6.40123822-0.20210136i -7.493285977+2.7686407i
#> pred_inv 0.01043870-0.10854941i -0.467321568-1.2986018i
#> pred_plank -0.19828396+0.24883654i -0.256137552+0.3211078i
#> parrotfish -0.05555901-6.22570230i -4.380612153-6.4479384i
#> farm_damsel -0.05555901-6.22570230i -4.380612153-6.4479384i
#> herbs -0.05555901-6.22570230i -4.380612153-6.4479384i
#> inverts -0.70361133+0.05522735i -1.781180235-0.6600306i
#> k
#> sp 230 231
#> pred_eng -2.16417254-3.0316953i -7.236538- 2.5050690i
#> pred_grab -3.63489831-1.8335434i -8.079866+ 0.1741376i
#> eels -4.42569704-0.6570531i -8.201366+ 2.1798433i
#> pred_crypt -7.09776951+6.5257208i -4.743484+10.2336926i
#> pred_inv -2.86726114-2.5684055i -7.711752- 1.3361962i
#> pred_plank -0.02345413+0.5673262i 1.283586- 0.2452374i
#> parrotfish -8.77169263-3.5687251i -10.937074+ 2.2312597i
#> farm_damsel -8.77169263-3.5687251i -10.937074+ 2.2312597i
#> herbs -8.77169263-3.5687251i -10.937074+ 2.2312597i
#> inverts -4.42569704-0.6570531i -8.201366+ 2.1798433i
#> k
#> sp 232 233 234
#> pred_eng -12.45163419+ 4.075374i -10.583092+16.33234i 3.255119+25.37648i
#> pred_grab -11.26193341+ 7.395896i -7.365901+18.20712i 6.343106+24.68941i
#> eels -9.99140850+ 9.493732i -4.991072+19.11323i 8.349707+23.94629i
#> pred_crypt -0.47796342+12.797068i 5.003785+13.20643i 10.471255+10.93283i
#> pred_inv -12.01199448+ 5.610479i -9.165307+17.25988i 4.675729+25.12175i
#> pred_plank -0.01239607- 5.382679i -13.543677- 5.96850i -21.217137+19.57967i
#> parrotfish -8.99522414+ 9.060250i -2.730259+13.90583i 5.863811+14.09548i
#> farm_damsel -8.99522414+ 9.060250i -2.730259+13.90583i 5.863811+14.09548i
#> herbs -8.99522414+ 9.060250i -2.730259+13.90583i 5.863811+14.09548i
#> inverts -9.99140850+ 9.493732i -4.991072+19.11323i 8.349707+23.94629i
#> k
#> sp 235
#> pred_eng 22.48785+19.939476i
#> pred_grab 23.40241+18.323724i
#> eels 23.87026+17.141966i
#> pred_crypt 14.51069+ 6.200911i
#> pred_inv 22.93337+19.221185i
#> pred_plank 15.08752+39.620532i
#> parrotfish 13.27942+ 8.859096i
#> farm_damsel 13.27942+ 8.859096i
#> herbs 13.27942+ 8.859096i
#> inverts 23.87026+17.141966i
#>
#> Slot "ft_pred_kernel_p":
#> k
#> sp 1 2 3
#> pred_eng 31.69719+0i 22.48785+19.939476i 3.255119+25.37648i
#> pred_grab 31.27012+0i 23.40241+18.323724i 6.343106+24.68941i
#> eels 30.85581+0i 23.87026+17.141966i 8.349707+23.94629i
#> pred_crypt 15.99951+0i 14.51069+ 6.200911i 10.471255+10.93283i
#> pred_inv 31.52542+0i 22.93337+19.221185i 4.675729+25.12175i
#> pred_plank 48.07470+0i 15.08752+39.620532i -21.217137+19.57967i
#> parrotfish 16.20244+0i 13.27942+ 8.859096i 5.863811+14.09548i
#> farm_damsel 16.20244+0i 13.27942+ 8.859096i 5.863811+14.09548i
#> herbs 16.20244+0i 13.27942+ 8.859096i 5.863811+14.09548i
#> inverts 30.85581+0i 23.87026+17.141966i 8.349707+23.94629i
#> k
#> sp 4 5
#> pred_eng -10.583092+16.33234i -12.45163419+ 4.075374i
#> pred_grab -7.365901+18.20712i -11.26193341+ 7.395896i
#> eels -4.991072+19.11323i -9.99140850+ 9.493732i
#> pred_crypt 5.003785+13.20643i -0.47796342+12.797068i
#> pred_inv -9.165307+17.25988i -12.01199448+ 5.610479i
#> pred_plank -13.543677- 5.96850i -0.01239607- 5.382679i
#> parrotfish -2.730259+13.90583i -8.99522414+ 9.060250i
#> farm_damsel -2.730259+13.90583i -8.99522414+ 9.060250i
#> herbs -2.730259+13.90583i -8.99522414+ 9.060250i
#> inverts -4.991072+19.11323i -9.99140850+ 9.493732i
#> k
#> sp 6 7
#> pred_eng -7.236538- 2.5050690i -2.16417254-3.0316953i
#> pred_grab -8.079866+ 0.1741376i -3.63489831-1.8335434i
#> eels -8.201366+ 2.1798433i -4.42569704-0.6570531i
#> pred_crypt -4.743484+10.2336926i -7.09776951+6.5257208i
#> pred_inv -7.711752- 1.3361962i -2.86726114-2.5684055i
#> pred_plank 1.283586- 0.2452374i -0.02345413+0.5673262i
#> parrotfish -10.937074+ 2.2312597i -8.77169263-3.5687251i
#> farm_damsel -10.937074+ 2.2312597i -8.77169263-3.5687251i
#> herbs -10.937074+ 2.2312597i -8.77169263-3.5687251i
#> inverts -8.201366+ 2.1798433i -4.42569704-0.6570531i
#> k
#> sp 8 9
#> pred_eng -0.003672968-1.3344805i 0.20415525-0.06269600i
#> pred_grab -1.051547874-1.1169057i -0.27754748-0.09523272i
#> eels -1.781180235-0.6600306i -0.70361133+0.05522735i
#> pred_crypt -7.493285977+2.7686407i -6.40123822-0.20210136i
#> pred_inv -0.467321568-1.2986018i 0.01043870-0.10854941i
#> pred_plank -0.256137552+0.3211078i -0.19828396+0.24883654i
#> parrotfish -4.380612153-6.4479384i -0.05555901-6.22570230i
#> farm_damsel -4.380612153-6.4479384i -0.05555901-6.22570230i
#> herbs -4.380612153-6.4479384i -0.05555901-6.22570230i
#> inverts -1.781180235-0.6600306i -0.70361133+0.05522735i
#> k
#> sp 10 11 12
#> pred_eng -0.0726584+0.3646452i -0.2326552+0.3909584i -0.2571451+0.3431969i
#> pred_grab -0.2580210+0.4117411i -0.3371530+0.5311435i -0.3535404+0.5154075i
#> eels -0.4643007+0.5226932i -0.4517749+0.6718359i -0.4415688+0.6725977i
#> pred_crypt -4.5399528-1.9907522i -2.5939882-2.6291160i -1.0275237-2.4294804i
#> pred_inv -0.1392565+0.3738983i -0.2715066+0.4477043i -0.2966813+0.4144256i
#> pred_plank -0.1628425+0.2346097i -0.1415611+0.2207909i -0.1251043+0.2068266i
#> parrotfish 2.6414525-4.0379349i 3.3391688-1.4224586i 2.6048287+0.4921344i
#> farm_damsel 2.6414525-4.0379349i 3.3391688-1.4224586i 2.6048287+0.4921344i
#> herbs 2.6414525-4.0379349i 3.3391688-1.4224586i 2.6048287+0.4921344i
#> inverts -0.4643007+0.5226932i -0.4517749+0.6718359i -0.4415688+0.6725977i
#> k
#> sp 13 14
#> pred_eng -0.23600993+0.3108901i -0.2118944+0.2923572i
#> pred_grab -0.33038858+0.4808612i -0.2998365+0.4517724i
#> eels -0.40953278+0.6362121i -0.3723258+0.5982768i
#> pred_crypt -0.02953052-1.7958974i 0.4341304-1.0738999i
#> pred_inv -0.27592633+0.3807259i -0.2492258+0.3576120i
#> pred_plank -0.11200725+0.1938037i -0.1014954+0.1818700i
#> parrotfish 1.34168037+1.3183655i 0.2633974+1.2704258i
#> farm_damsel 1.34168037+1.3183655i 0.2633974+1.2704258i
#> herbs 1.34168037+1.3183655i 0.2633974+1.2704258i
#> inverts -0.40953278+0.6362121i -0.3723258+0.5982768i
#> k
#> sp 15 16
#> pred_eng -0.1925823+0.2780414i -0.17708478+0.26473226i
#> pred_grab -0.2729347+0.4271452i -0.25075991+0.40478175i
#> eels -0.3391743+0.5640522i -0.31160915+0.53293805i
#> pred_crypt 0.5185914-0.4767893i 0.40245756-0.08383682i
#> pred_inv -0.2266620+0.3390833i -0.20831178+0.32214092i
#> pred_plank -0.0929628+0.1710050i -0.08595878+0.16113637i
#> parrotfish -0.3258900+0.8068636i -0.46748346+0.32118836i
#> farm_damsel -0.3258900+0.8068636i -0.46748346+0.32118836i
#> herbs -0.3258900+0.8068636i -0.46748346+0.32118836i
#> inverts -0.3391743+0.5640522i -0.31160915+0.53293805i
#> k
#> sp 17 18
#> pred_eng -0.1642067+0.252062421i -0.15332393+0.2401183i
#> pred_grab -0.2323960+0.384020601i -0.21700668+0.3647474i
#> eels -0.2888176+0.504363875i -0.26981008+0.4780845i
#> pred_crypt 0.2261401+0.119059792i 0.07094098+0.1888604i
#> pred_inv -0.1930959+0.306221553i -0.18029004+0.2913216i
#> pred_plank -0.0801484+0.152172271i -0.07528078+0.1440181i
#> parrotfish -0.3583799+0.008104958i -0.18639581-0.1142040i
#> farm_damsel -0.3583799+0.008104958i -0.18639581-0.1142040i
#> herbs -0.3583799+0.008104958i -0.18639581-0.1142040i
#> inverts -0.2888176+0.504363875i -0.26981008+0.4780845i
#> k
#> sp 19 20
#> pred_eng -0.14405339+0.2289377i -0.136105673+0.21850562i
#> pred_grab -0.20399003+0.3469011i -0.192894368+0.33039371i
#> eels -0.25380807+0.4539254i -0.240220737+0.43170790i
#> pred_crypt -0.03322997+0.1865963i -0.088235157+0.15747908i
#> pred_inv -0.16941687+0.2774432i -0.160119362+0.26454541i
#> pred_plank -0.07116597+0.1365842i -0.067658628+0.12978902i
#> parrotfish -0.05594853-0.1145715i 0.008186076-0.06971399i
#> farm_damsel -0.05594853-0.1145715i 0.008186076-0.06971399i
#> herbs -0.05594853-0.1145715i 0.008186076-0.06971399i
#> inverts -0.25380807+0.4539254i -0.240220737+0.43170790i
#> k
#> sp 21 22
#> pred_eng -0.12924979+0.2087839i -0.12330033+0.199725343i
#> pred_grab -0.18336827+0.3151215i -0.17513466+0.300977713i
#> eels -0.22859309+0.4112511i -0.21857027+0.392381818i
#> pred_crypt -0.10889379+0.1267454i -0.11079991+0.104100213i
#> pred_inv -0.15211639+0.2525658i -0.14518416+0.241434683i
#> pred_plank -0.06464629+0.1235600i -0.06204101+0.117833414i
#> parrotfish 0.02378313-0.0269296i 0.01719520-0.002128186i
#> farm_damsel 0.02378313-0.0269296i 0.01719520-0.002128186i
#> herbs 0.02378313-0.0269296i 0.01719520-0.002128186i
#> inverts -0.22859309+0.4112511i -0.21857027+0.392381818i
#> k
#> sp 23 24
#> pred_eng -0.118108069+0.191279958i -0.1135523069+0.183398179i
#> pred_grab -0.167973433+0.287859532i -0.1617084579+0.275671072i
#> eels -0.209872852+0.374940374i -0.2022788511+0.358782207i
#> pred_crypt -0.105092869+0.090430141i -0.0978545785+0.083210787i
#> pred_inv -0.139143620+0.231081767i -0.1338506687+0.221439503i
#> pred_plank -0.059773313+0.112553335i -0.0577878052+0.107671126i
#> parrotfish 0.006512692+0.006896242i -0.0008288741+0.007532471i
#> farm_damsel 0.006512692+0.006896242i -0.0008288741+0.007532471i
#> herbs 0.006512692+0.006896242i -0.0008288741+0.007532471i
#> inverts -0.209872852+0.374940374i -0.2022788511+0.358782207i
#> k
#> sp 25 26
#> pred_eng -0.109534877+0.176032711i -0.105975444+0.169139412i
#> pred_grab -0.156197766+0.264324633i -0.151326062+0.253740889i
#> eels -0.195610415+0.343778020i -0.189723839+0.329812859i
#> pred_crypt -0.091525617+0.079584465i -0.086591741+0.077528832i
#> pred_inv -0.129188573+0.212444778i -0.125062142+0.204039582i
#> pred_plank -0.056039900+0.103144356i -0.054493420+0.098936005i
#> parrotfish -0.004063332+0.005586565i -0.004776674+0.003811546i
#> farm_damsel -0.004063332+0.005586565i -0.004776674+0.003811546i
#> herbs -0.004063332+0.005586565i -0.004776674+0.003811546i
#> inverts -0.195610415+0.343778020i -0.189723839+0.329812859i
#> k
#> sp 27 28
#> pred_eng -0.102807858+0.162677638i -0.099977322+0.156610294i
#> pred_grab -0.146999035+0.243848566i -0.143139000+0.234583859i
#> eels -0.184502091+0.316784843i -0.179849129+0.304603779i
#> pred_crypt -0.082787779+0.075954640i -0.079723489+0.074414421i
#> pred_inv -0.121393231+0.196171137i -0.118117274+0.188791715i
#> pred_plank -0.053118773+0.095013721i -0.051891580+0.091349171i
#> parrotfish -0.004511565+0.002855418i -0.004096576+0.002506905i
#> farm_damsel -0.004511565+0.002855418i -0.004096576+0.002506905i
#> herbs -0.004511565+0.002855418i -0.004096576+0.002506905i
#> inverts -0.184502091+0.316784843i -0.179849129+0.304603779i
#> k
#> sp 29 30
#> pred_eng -0.097438176+0.150903705i -0.095152153+0.145527396i
#> pred_grab -0.139681547+0.225889753i -0.136572930+0.217715331i
#> eels -0.175685582+0.293189817i -0.171945411+0.282472198i
#> pred_crypt -0.077107873+0.072792378i -0.074774591+0.071100270i
#> pred_inv -0.115180593+0.181858318i -0.112538294+0.175332278i
#> pred_plank -0.050791613+0.087917476i -0.049801983+0.084696735i
#> parrotfish -0.003797043+0.002435426i -0.003619719+0.002437214i
#> farm_damsel -0.003797043+0.002435426i -0.003619719+0.002437214i
#> herbs -0.003797043+0.002435426i -0.003619719+0.002437214i
#> inverts -0.175685582+0.293189817i -0.171945411+0.282472198i
#> k
#> sp 31 32
#> pred_eng -0.093087013+0.140453839i -0.091215448+0.135658184i
#> pred_grab -0.133768037+0.210015100i -0.131228788+0.202748385i
#> eels -0.168573324+0.272388124i -0.165522749+0.262881764i
#> pred_crypt -0.072642889+0.069377660i -0.070676329+0.067656874i
#> pred_inv -0.110152616+0.169178847i -0.107991627+0.163366799i
#> pred_plank -0.048908502+0.081667611i -0.048099183+0.078812984i
#> parrotfish -0.003510055+0.002434173i -0.003426839+0.002412707i
#> farm_damsel -0.003510055+0.002434173i -0.003426839+0.002412707i
#> herbs -0.003510055+0.002434173i -0.003426839+0.002412707i
#> inverts -0.168573324+0.272388124i -0.165522749+0.262881764i
#> k
#> sp 33 34
#> pred_eng -0.08951421+0.131117997i -0.08796343+0.12681302i
#> pred_grab -0.12892287+0.195878766i -0.12682272+0.18937358i
#> eels -0.16275424+0.253903376i -0.16023423+0.24540855i
#> pred_crypt -0.06885676+0.065957394i -0.06717201+0.06428934i
#> pred_inv -0.10602818+0.157868054i -0.10423911+0.15265734i
#> pred_plank -0.04736385+0.076117654i -0.04669380+0.07356809i
#> parrotfish -0.00335166+0.002378887i -0.00327946+0.00233957i
#> farm_damsel -0.00335166+0.002378887i -0.00327946+0.00233957i
#> herbs -0.00335166+0.002378887i -0.00327946+0.00233957i
#> inverts -0.16275424+0.253903376i -0.16023423+0.24540855i
#> k
#> sp 35 36
#> pred_eng -0.08654603+0.122724937i -0.085247270+0.118837175i
#> pred_grab -0.12490471+0.183203494i -0.123148529+0.177342099i
#> eels -0.15793398+0.237357542i -0.155828785+0.229714708i
#> pred_crypt -0.06561141+0.062657633i -0.064164838+0.061064613i
#> pred_inv -0.10260450+0.147711867i -0.101107213+0.143011083i
#> pred_plank -0.04608159+0.071152199i -0.045520788+0.068859174i
#> parrotfish -0.00320998+0.002298386i -0.003143771+0.002256663i
#> farm_damsel -0.00320998+0.002298386i -0.003143771+0.002256663i
#> herbs -0.00320998+0.002298386i -0.003143771+0.002256663i
#> inverts -0.15793398+0.237357542i -0.155828785+0.229714708i
#> k
#> sp 37 38
#> pred_eng -0.084054398+0.115134714i -0.082956318+0.111603925i
#> pred_grab -0.121536588+0.171765585i -0.120053633+0.166452441i
#> eels -0.153897332+0.222448002i -0.152121133+0.215528553i
#> pred_crypt -0.062822647+0.059511393i -0.061575889+0.057998403i
#> pred_inv -0.099732419+0.138536392i -0.098467225+0.134270961i
#> pred_plank -0.045005849+0.066679304i -0.044531940+0.064603854i
#> parrotfish -0.003081101+0.002214763i -0.003021937+0.002172797i
#> farm_damsel -0.003081101+0.002214763i -0.003021937+0.002172797i
#> herbs -0.003081101+0.002214763i -0.003021937+0.002172797i
#> inverts -0.153897332+0.222448002i -0.152121133+0.215528553i
#> k
#> sp 39 40
#> pred_eng -0.08194335+0.108232422i -0.081007004+0.105008929i
#> pred_grab -0.11868637+0.161383193i -0.117423188+0.156540180i
#> eels -0.15048410+0.208930288i -0.148972173+0.202629610i
#> pred_crypt -0.06041637+0.056525625i -0.059336651+0.055092712i
#> pred_inv -0.09730039+0.130199516i -0.096222076+0.126308179i
#> pred_plank -0.04409486+0.062624945i -0.043690912+0.060735454i
#> parrotfish -0.00296611+0.002130847i -0.002913417+0.002089008i
#> farm_damsel -0.00296611+0.002130847i -0.002913417+0.002089008i
#> herbs -0.00296611+0.002130847i -0.002913417+0.002089008i
#> inverts -0.15048410+0.208930288i -0.148972173+0.202629610i
#> k
#> sp 41 42
#> pred_eng -0.08013984+0.101923167i -0.079335284+0.098965747i
#> pred_grab -0.11625388+0.151907348i -0.115169458+0.147470082i
#> eels -0.14757303+0.196605121i -0.146275842+0.190837372i
#> pred_crypt -0.05833000+0.053699054i -0.057390329+0.052343849i
#> pred_inv -0.09522364+0.122584315i -0.094297486+0.119016403i
#> pred_plank -0.04331688+0.058928925i -0.042969900+0.057199498i
#> parrotfish -0.00286366+0.002047373i -0.002816655+0.002006023i
#> farm_damsel -0.00286366+0.002047373i -0.002816655+0.002006023i
#> herbs -0.00286366+0.002047373i -0.002816655+0.002006023i
#> inverts -0.14757303+0.196605121i -0.146275842+0.190837372i
#> k
#> sp 43 44
#> pred_eng -0.07858753+0.096128084i -0.077891434+0.093402310i
#> pred_grab -0.11416201+0.143215051i -0.113224498+0.139130071i
#> eels -0.14507103+0.185308651i -0.143950138+0.180002798i
#> pred_crypt -0.05651213+0.051026146i -0.055690436+0.049744890i
#> pred_inv -0.09343688+0.115593917i -0.092635853+0.112307227i
#> pred_plank -0.04264747+0.055541836i -0.042347343+0.053951075i
#> parrotfish -0.00277223+0.001965028i -0.002730223+0.001924445i
#> farm_damsel -0.00277223+0.001965028i -0.002730223+0.001924445i
#> herbs -0.00277223+0.001965028i -0.002730223+0.001924445i
#> inverts -0.14507103+0.185308651i -0.143950138+0.180002798i
#> k
#> sp 45 46
#> pred_eng -0.077242413+0.090781210i -0.07663639+0.088258149i
#> pred_grab -0.112350694+0.135203988i -0.11153504+0.131426573i
#> eels -0.142905645+0.174905040i -0.14193086+0.170001846i
#> pred_crypt -0.054920723+0.048498955i -0.05419891+0.047287173i
#> pred_inv -0.091889121+0.109147503i -0.09119196+0.106106642i
#> pred_plank -0.042067551+0.052422769i -0.04180632+0.050952849i
#> parrotfish -0.002690483+0.001884318i -0.00265287+0.001844682i
#> farm_damsel -0.002690483+0.001884318i -0.00265287+0.001844682i
#> herbs -0.002690483+0.001884318i -0.00265287+0.001844682i
#> inverts -0.142905645+0.174905040i -0.14193086+0.170001846i
#> k
#> sp 47 48
#> pred_eng -0.07606971+0.085827023i -0.075539112+0.083482204i
#> pred_grab -0.11077257+0.127788429i -0.110058849+0.124280910i
#> eels -0.14101982+0.165280802i -0.140167181+0.160730498i
#> pred_crypt -0.05352128+0.046108350i -0.052884464+0.044961287i
#> pred_inv -0.09054016+0.103177189i -0.089929933+0.100352280i
#> pred_plank -0.04156208+0.049537582i -0.041333405+0.048173538i
#> parrotfish -0.00261725+0.001805567i -0.002583502+0.001766992i
#> farm_damsel -0.00261725+0.001805567i -0.002583502+0.001766992i
#> herbs -0.00261725+0.001805567i -0.002583502+0.001766992i
#> inverts -0.14101982+0.165280802i -0.140167181+0.160730498i
#> k
#> sp 49 50
#> pred_eng -0.075041661+0.081218498i -0.074574716+0.07903110i
#> pred_grab -0.109389889+0.120896047i -0.108762106+0.11762649i
#> eels -0.139368150+0.156340429i -0.138618421+0.15210091i
#> pred_crypt -0.052285407+0.043844792i -0.051721317+0.04275769i
#> pred_inv -0.089357898+0.097625584i -0.088821003+0.09499125i
#> pred_plank -0.041119035+0.046857561i -0.040917827+0.04558674i
#> parrotfish -0.002551509+0.001728973i -0.002521164+0.00169152i
#> farm_damsel -0.002551509+0.001728973i -0.002521164+0.00169152i
#> herbs -0.002551509+0.001728973i -0.002521164+0.00169152i
#> inverts -0.139368150+0.156340429i -0.138618421+0.15210091i
#> k
#> sp 51 52
#> pred_eng -0.074135895+0.076915569i -0.073723047+0.074867779i
#> pred_grab -0.108172270+0.114465426i -0.107617464+0.111406574i
#> eels -0.137914116+0.148002987i -0.137251732+0.144038393i
#> pred_crypt -0.051189650+0.041698815i -0.050688089+0.040667052i
#> pred_inv -0.088316500+0.092443870i -0.087841903+0.089978427i
#> pred_plank -0.040728751+0.044358391i -0.040550877+0.043170026i
#> parrotfish -0.002492368+0.001654639i -0.002465028+0.001618332i
#> farm_damsel -0.002492368+0.001654639i -0.002465028+0.001618332i
#> herbs -0.002492368+0.001654639i -0.002465028+0.001618332i
#> inverts -0.137914116+0.148002987i -0.137251732+0.144038393i
#> k
#> sp 53 54
#> pred_eng -0.073334222+0.072883905i -0.072967653+0.070960392i
#> pred_grab -0.107095048+0.108444092i -0.106602628+0.105572562i
#> eels -0.136628100+0.140199459i -0.136040349+0.136479071i
#> pred_crypt -0.050214514+0.039661302i -0.049766987+0.038680505i
#> pred_inv -0.087394965+0.087590269i -0.086973647+0.085275078i
#> pred_plank -0.040383364+0.042019344i -0.040225449+0.040904210i
#> parrotfish -0.002439055+0.001582598i -0.002414371+0.001547435i
#> farm_damsel -0.002439055+0.001582598i -0.002414371+0.001547435i
#> herbs -0.002439055+0.001582598i -0.002414371+0.001547435i
#> inverts -0.136628100+0.140199459i -0.136040349+0.136479071i
#> k
#> sp 55 56
#> pred_eng -0.072621734+0.069093930i -0.072295001+0.067281434i
#> pred_grab -0.106138030+0.102786948i -0.105699276+0.100082560i
#> eels -0.135485871+0.132870622i -0.134962293+0.129367966i
#> pred_crypt -0.049343733+0.037723638i -0.048943125+0.036789712i
#> pred_inv -0.086576094+0.083028832i -0.086200622+0.080847789i
#> pred_plank -0.040076437+0.039822641i -0.039935697+0.038772793i
#> parrotfish -0.002390898+0.001512837i -0.002368567+0.001478797i
#> farm_damsel -0.002390898+0.001512837i -0.002368567+0.001478797i
#> herbs -0.002390898+0.001512837i -0.002368567+0.001478797i
#> inverts -0.135485871+0.132870622i -0.134962293+0.129367966i
#> k
#> sp 57 58
#> pred_eng -0.071986120+0.065520027i -0.071693874+0.063807021i
#> pred_grab -0.105284561+0.097455026i -0.104892239+0.094900270i
#> eels -0.134467453+0.125965376i -0.133999380+0.122657512i
#> pred_crypt -0.048563668+0.035877777i -0.048203989+0.034986922i
#> pred_inv -0.085845691+0.078728456i -0.085509898+0.076667574i
#> pred_plank -0.039802653+0.037752947i -0.039676779+0.036761502i
#> parrotfish -0.002347312+0.001445307i -0.002327073+0.001412357i
#> farm_damsel -0.002347312+0.001445307i -0.002327073+0.001412357i
#> herbs -0.002347312+0.001445307i -0.002327073+0.001412357i
#> inverts -0.134467453+0.125965376i -0.133999380+0.122657512i
#> k
#> sp 59 60
#> pred_eng -0.071417148+0.062139902i -0.071154920+0.060516317i
#> pred_grab -0.104520805+0.092414478i -0.104168879+0.089994085i
#> eels -0.133556267+0.119439387i -0.133136464+0.116306337i
#> pred_crypt -0.047862826+0.034116268i -0.047539015+0.033264977i
#> pred_inv -0.085191959+0.074662095i -0.084890696+0.072709168i
#> pred_plank -0.039557595+0.035796960i -0.039444660+0.034857923i
#> parrotfish -0.002307792+0.001379938i -0.002289415+0.001348037i
#> farm_damsel -0.002307792+0.001379938i -0.002289415+0.001348037i
#> herbs -0.002307792+0.001379938i -0.002289415+0.001348037i
#> inverts -0.133556267+0.119439387i -0.133136464+0.116306337i
#> k
#> sp 61 62
#> pred_eng -0.070906254+0.058934059i -0.070670289+0.057391059i
#> pred_grab -0.103835196+0.087635752i -0.103518594+0.085336346i
#> eels -0.132738455+0.113253997i -0.132360851+0.110278274i
#> pred_crypt -0.047231481+0.032432242i -0.046939236+0.031617292i
#> pred_inv -0.084605030+0.070806118i -0.084333970+0.068950441i
#> pred_plank -0.039337569+0.033943082i -0.039235951+0.033051208i
#> parrotfish -0.002271894+0.001316644i -0.002255182+0.001285745i
#> farm_damsel -0.002271894+0.001316644i -0.002255182+0.001285745i
#> herbs -0.002271894+0.001316644i -0.002255182+0.001285745i
#> inverts -0.132738455+0.113253997i -0.132360851+0.110278274i
#> k
#> sp 63 64
#> pred_eng -0.070446233+0.05588537i -0.070233356+0.054415167i
#> pred_grab -0.103218006+0.08309293i -0.102932446+0.080902740i
#> eels -0.132002371+0.10737533i -0.131661839+0.104541557i
#> pred_crypt -0.046661364+0.03081939i -0.046397017+0.030037824i
#> pred_inv -0.084076604+0.06713978i -0.083832091+0.065371925i
#> pred_plank -0.039139465+0.03218115i -0.039047795+0.031331831i
#> parrotfish -0.002239236+0.00125533i -0.002224015+0.001225384i
#> farm_damsel -0.002239236+0.00125533i -0.002224015+0.001225384i
#> herbs -0.002239236+0.00125533i -0.002224015+0.001225384i
#> inverts -0.132002371+0.10737533i -0.131661839+0.104541557i
#> k
#> sp 65 66
#> pred_eng -0.070030985+0.052978727i -0.06983850+0.051574427i
#> pred_grab -0.102661008+0.078763177i -0.10240285+0.076671794i
#> eels -0.131338169+0.101773566i -0.13103036+0.099068163i
#> pred_crypt -0.046145412+0.029271921i -0.04590582+0.028521032i
#> pred_inv -0.083599657+0.063644790i -0.08337859+0.061956415i
#> pred_plank -0.038960653+0.030502229i -0.03887777+0.029691388i
#> parrotfish -0.002209481+0.001195897i -0.00219560+0.001166853i
#> farm_damsel -0.002209481+0.001195897i -0.00219560+0.001166853i
#> herbs -0.002209481+0.001195897i -0.00219560+0.001166853i
#> inverts -0.131338169+0.101773566i -0.13103036+0.099068163i
#> k
#> sp 67 68
#> pred_eng -0.069655324+0.050200737i -0.069480927+0.048856214i
#> pred_grab -0.102157209+0.074626284i -0.101923358+0.072624469i
#> eels -0.130737482+0.096422340i -0.130458682+0.093833258i
#> pred_crypt -0.045677575+0.027784537i -0.045460041+0.027061842i
#> pred_inv -0.083168218+0.060304949i -0.082967940+0.058688647i
#> pred_plank -0.038798896+0.028898405i -0.038723805+0.028122431i
#> parrotfish -0.002182337+0.001138242i -0.002169662+0.001110049i
#> farm_damsel -0.002182337+0.001138242i -0.002169662+0.001110049i
#> herbs -0.002182337+0.001138242i -0.002169662+0.001110049i
#> inverts -0.130737482+0.096422340i -0.130458682+0.093833258i
#> k
#> sp 69 70
#> pred_eng -0.069314817+0.047539491i -0.06915654+0.046249278i
#> pred_grab -0.101700637+0.070664294i -0.10148843+0.068743813i
#> eels -0.130193166+0.091298238i -0.12994020+0.088814747i
#> pred_crypt -0.045252642+0.026352378i -0.04505483+0.025655601i
#> pred_inv -0.082777186+0.057105857i -0.08259543+0.055555018i
#> pred_plank -0.038652283+0.027362661i -0.03858413+0.026618336i
#> parrotfish -0.002157545+0.001082263i -0.00214596+0.001054871i
#> farm_damsel -0.002157545+0.001082263i -0.00214596+0.001054871i
#> herbs -0.002157545+0.001082263i -0.00214596+0.001054871i
#> inverts -0.130193166+0.091298238i -0.12994020+0.088814747i
#> k
#> sp 71 72
#> pred_eng -0.069005660+0.044984351i -0.068861796+0.043743550i
#> pred_grab -0.101286168+0.066861185i -0.101093319+0.065014668i
#> eels -0.129699097+0.086380387i -0.129469227+0.083992888i
#> pred_crypt -0.044866116+0.024970989i -0.044686017+0.024298042i
#> pred_inv -0.082422182+0.054034655i -0.082256991+0.052543365i
#> pred_plank -0.038519175+0.025888738i -0.038457235+0.025173185i
#> parrotfish -0.002134881+0.001027861i -0.002124284+0.001001221i
#> farm_damsel -0.002134881+0.001027861i -0.002124284+0.001001221i
#> herbs -0.002134881+0.001027861i -0.002124284+0.001001221i
#> inverts -0.129699097+0.086380387i -0.129469227+0.083992888i
#> k
#> sp 73 74
#> pred_eng -0.068724576+0.0425257765i -0.068593660+0.0413299857i
#> pred_grab -0.100909390+0.0632026068i -0.100733921+0.0614234326i
#> eels -0.129249999+0.0816500974i -0.129040865+0.0793499736i
#> pred_crypt -0.044514099+0.0236362816i -0.044349956+0.0229852476i
#> pred_inv -0.082099435+0.0510798211i -0.081949121+0.0496427625i
#> pred_plank -0.038398158+0.0244710325i -0.038341795+0.0237816684i
#> parrotfish -0.002114147+0.0009749375i -0.002104447+0.0009490004i
#> farm_damsel -0.002114147+0.0009749375i -0.002104447+0.0009490004i
#> herbs -0.002114147+0.0009749375i -0.002104447+0.0009490004i
#> inverts -0.129249999+0.0816500974i -0.129040865+0.0793499736i
#> k
#> sp 75 76
#> pred_eng -0.068468729+0.0401551852i -0.068349488+0.0390004307i
#> pred_grab -0.100566486+0.0596756540i -0.100406686+0.0579578532i
#> eels -0.128841314+0.0770905766i -0.128650869+0.0748700619i
#> pred_crypt -0.044193204+0.0223444993i -0.044043489+0.0217136138i
#> pred_inv -0.081805684+0.0482309908i -0.081668784+0.0468433664i
#> pred_plank -0.038288010+0.0231045111i -0.038236676+0.0224390077i
#> parrotfish -0.002095167+0.0009233976i -0.002086286+0.0008981178i
#> farm_damsel -0.002095167+0.0009233976i -0.002086286+0.0008981178i
#> herbs -0.002095167+0.0009233976i -0.002086286+0.0008981178i
#> inverts -0.128841314+0.0770905766i -0.128650869+0.0748700619i
#> k
#> sp 77 78
#> pred_eng -0.068235660+0.0378648230i -0.068126987+0.0367475054i
#> pred_grab -0.100254149+0.0562686803i -0.100108528+0.0546068494i
#> eels -0.128469087+0.0726866747i -0.128295553+0.0705387433i
#> pred_crypt -0.043900478+0.0210921846i -0.043763858+0.0204798214i
#> pred_inv -0.081538101+0.0454788044i -0.081413340+0.0441362708i
#> pred_plank -0.038187672+0.0217846321i -0.038140888+0.0211408833i
#> parrotfish -0.002077788+0.0008731502i -0.002069655+0.0008484837i
#> farm_damsel -0.002077788+0.0008731502i -0.002069655+0.0008484837i
#> herbs -0.002077788+0.0008731502i -0.002069655+0.0008484837i
#> inverts -0.128469087+0.0726866747i -0.128295553+0.0705387433i
#> k
#> sp 79 80
#> pred_eng -0.068023228+0.035647660i -0.067924157+0.0345645077i
#> pred_grab -0.099969498+0.052971134i -0.099836758+0.0513603648i
#> eels -0.128129881+0.068424674i -0.127971707+0.0663429458i
#> pred_crypt -0.043633339+0.019876149i -0.043508648+0.0192808063i
#> pred_inv -0.081294223+0.042814780i -0.081180491+0.0415133895i
#> pred_plank -0.038096221+0.020507283i -0.038053572+0.0198833768i
#> parrotfish -0.002061873+0.000824108i -0.002054427+0.0008000125i
#> farm_damsel -0.002061873+0.000824108i -0.002054427+0.0008000125i
#> herbs -0.002061873+0.000824108i -0.002054427+0.0008000125i
#> inverts -0.128129881+0.068424674i -0.127971707+0.0663429458i
#> k
#> sp 81 82
#> pred_eng -0.067829564+0.0334973014i -0.067739251+0.0324453282i
#> pred_grab -0.099710023+0.0497734225i -0.099589028+0.0482092384i
#> eels -0.127820694+0.0642921064i -0.127676525+0.0622707668i
#> pred_crypt -0.043389529+0.0186934462i -0.043275741+0.0181137340i
#> pred_inv -0.081071902+0.0402312011i -0.080968228+0.0389673541i
#> pred_plank -0.038012851+0.0192687279i -0.037973973+0.0186629205i
#> parrotfish -0.002047302+0.0007761873i -0.002040487+0.0007526224i
#> farm_damsel -0.002047302+0.0007761873i -0.002040487+0.0007526224i
#> herbs -0.002047302+0.0007761873i -0.002040487+0.0007526224i
#> inverts -0.127820694+0.0642921064i -0.127676525+0.0622707668i
#> k
#> sp 83 84
#> pred_eng -0.067653034+0.0314079052i -0.067570740+0.0303843779i
#> pred_grab -0.099473525+0.0466667892i -0.099363282+0.0451450945i
#> eels -0.127538904+0.0602775983i -0.127407554+0.0583113280i
#> pred_crypt -0.043167062+0.0175413476i -0.043063278+0.0169759762i
#> pred_inv -0.080869259+0.0377210253i -0.080774793+0.0364914256i
#> pred_plank -0.037936859+0.0180655562i -0.037901434+0.0174762536i
#> parrotfish -0.002033969+0.0007293082i -0.002027737+0.0007062354i
#> farm_damsel -0.002033969+0.0007293082i -0.002027737+0.0007062354i
#> herbs -0.002033969+0.0007293082i -0.002027737+0.0007062354i
#> inverts -0.127538904+0.0602775983i -0.127407554+0.0583113280i
#> k
#> sp 85 86
#> pred_eng -0.067492206+0.0293741187i -0.067417281+0.0283765249i
#> pred_grab -0.099258081+0.0436432146i -0.099157718+0.0421602470i
#> eels -0.127282214+0.0563707356i -0.127162641+0.0544546500i
#> pred_crypt -0.042964194+0.0164173200i -0.042869624+0.0158650896i
#> pred_inv -0.080684647+0.0352777984i -0.080598644+0.0340794175i
#> pred_plank -0.037867628+0.0168946469i -0.037835376+0.0163203851i
#> parrotfish -0.002021779+0.0006833946i -0.002016086+0.0006607769i
#> farm_damsel -0.002021779+0.0006833946i -0.002016086+0.0006607769i
#> herbs -0.002021779+0.0006833946i -0.002016086+0.0006607769i
#> inverts -0.127282214+0.0563707356i -0.127162641+0.0544546500i
#> k
#> sp 87 88
#> pred_eng -0.067345822+0.0273910175i -0.067277696+0.0264170396i
#> pred_grab -0.099062001+0.0406953253i -0.098970752+0.0392476159i
#> eels -0.127048606+0.0525619467i -0.126939897+0.0506915440i
#> pred_crypt -0.042779392+0.0153190054i -0.042693336+0.0147787970i
#> pred_inv -0.080516621+0.0328955852i -0.080438425+0.0317256302i
#> pred_plank -0.037804616+0.0157531311i -0.037775291+0.0151925608i
#> parrotfish -0.002010648+0.0006383735i -0.002005456+0.0006161758i
#> farm_damsel -0.002010648+0.0006383735i -0.002005456+0.0006161758i
#> herbs -0.002010648+0.0006383735i -0.002005456+0.0006161758i
#> inverts -0.127048606+0.0525619467i -0.126939897+0.0506915440i
#> k
#> sp 89 90
#> pred_eng -0.067212777+0.0254540549i -0.067150949+0.0245015469i
#> pred_grab -0.098883802+0.0378163167i -0.098800993+0.0364006549i
#> eels -0.126836311+0.0488424014i -0.126737661+0.0470135164i
#> pred_crypt -0.042611302+0.0142442028i -0.042533146+0.0137149696i
#> pred_inv -0.080363912+0.0305689066i -0.080292947+0.0294247920i
#> pred_plank -0.037747347+0.0146383623i -0.037720733+0.0140902350i
#> parrotfish -0.002000502+0.0005941755i -0.001995777+0.0005723642i
#> farm_damsel -0.002000502+0.0005941755i -0.001995777+0.0005723642i
#> herbs -0.002000502+0.0005941755i -0.001995777+0.0005723642i
#> inverts -0.126836311+0.0488424014i -0.126737661+0.0470135164i
#> k
#> sp 91 92
#> pred_eng -0.067092101+0.0235590170i -0.067036129+0.0226259840i
#> pred_grab -0.098722178+0.0349998851i -0.098647217+0.0336132879i
#> eels -0.126643770+0.0452039221i -0.126554473+0.0434126855i
#> pred_crypt -0.042458732+0.0131908519i -0.042387934+0.0126716117i
#> pred_inv -0.080225403+0.0282926859i -0.080161161+0.0271720087i
#> pred_plank -0.037695402+0.0135478893i -0.037671310+0.0130110455i
#> parrotfish -0.001991274+0.0005507341i -0.001986987+0.0005292773i
#> farm_damsel -0.001991274+0.0005507341i -0.001986987+0.0005292773i
#> herbs -0.001991274+0.0005507341i -0.001986987+0.0005292773i
#> inverts -0.126643770+0.0452039221i -0.126554473+0.0434126855i
#> k
#> sp 93 94
#> pred_eng -0.066982937+0.021701983i -0.06693243+0.0207865632i
#> pred_grab -0.098575982+0.032240168i -0.09850835+0.0308798525i
#> eels -0.126469615+0.041638905i -0.12638905+0.0398817088i
#> pred_crypt -0.042320633+0.012157018i -0.04225672+0.0116468462i
#> pred_inv -0.080100111+0.026062200i -0.08004215+0.0249627184i
#> pred_plank -0.037648414+0.012479433i -0.03762668+0.0119527915i
#> parrotfish -0.001982907+0.000507986i -0.00197903+0.0004868528i
#> farm_damsel -0.001982907+0.000507986i -0.00197903+0.0004868528i
#> herbs -0.001982907+0.000507986i -0.00197903+0.0004868528i
#> inverts -0.126469615+0.041638905i -0.12638905+0.0398817088i
#> k
#> sp 95 96
#> pred_eng -0.066884536+0.0198792895i -0.066839162+0.0189797390i
#> pred_grab -0.098444206+0.0295316905i -0.098383445+0.0281950505i
#> eels -0.126312643+0.0381402524i -0.126240265+0.0364137175i
#> pred_crypt -0.042196078+0.0111408784i -0.042138623+0.0106389020i
#> pred_inv -0.079987175+0.0238730385i -0.079935099+0.0227926516i
#> pred_plank -0.037606059+0.0114308670i -0.037586529+0.0109134145i
#> parrotfish -0.001975349+0.0004658702i -0.001971858+0.0004450311i
#> farm_damsel -0.001975349+0.0004658702i -0.001971858+0.0004450311i
#> herbs -0.001975349+0.0004658702i -0.001971858+0.0004450311i
#> inverts -0.126312643+0.0381402524i -0.126240265+0.0364137175i
#> k
#> sp 97 98
#> pred_eng -0.066796238+0.0180875016i -0.066755695+0.0172021788i
#> pred_grab -0.098325966+0.0268693200i -0.098271676+0.0255539037i
#> eels -0.126171799+0.0347013102i -0.126107131+0.0330022592i
#> pred_crypt -0.042084257+0.0101407103i -0.042032895+0.0096461016i
#> pred_inv -0.079885836+0.0217210641i -0.079839306+0.0206577961i
#> pred_plank -0.037568053+0.0104001960i -0.037550602+0.0098909804i
#> parrotfish -0.001968553+0.0004243283i -0.001965428+0.0004037549i
#> farm_damsel -0.001968553+0.0004243283i -0.001965428+0.0004037549i
#> herbs -0.001968553+0.0004243283i -0.001965428+0.0004037549i
#> inverts -0.126171799+0.0347013102i -0.126107131+0.0330022592i
#> k
#> sp 99 100
#> pred_eng -0.06671747+0.0163233831i -0.066681495+0.0154507368i
#> pred_grab -0.09822049+0.0242482230i -0.098172319+0.0229517142i
#> eels -0.12604616+0.0313158145i -0.125988786+0.0296412460i
#> pred_crypt -0.04198446+0.0091548792i -0.041938865+0.0086668509i
#> pred_inv -0.07979543+0.0196023810i -0.079754149+0.0185543646i
#> pred_plank -0.03753415+0.0093855430i -0.037518665+0.0088836649i
#> parrotfish -0.00196248+0.0003833041i -0.001959703+0.0003629691i
#> farm_damsel -0.00196248+0.0003833041i -0.001959703+0.0003629691i
#> herbs -0.00196248+0.0003833041i -0.001959703+0.0003629691i
#> inverts -0.12604616+0.0313158145i -0.125988786+0.0296412460i
#> k
#> sp 101 102
#> pred_eng -0.066647720+0.0145838721i -0.066616092+0.0137224298i
#> pred_grab -0.098127096+0.0216638281i -0.098084746+0.0203840287i
#> eels -0.125934920+0.0279778420i -0.125884478+0.0263249081i
#> pred_crypt -0.041896052+0.0081818289i -0.041855952+0.0076996291i
#> pred_inv -0.079715388+0.0175133039i -0.079679091+0.0164787668i
#> pred_plank -0.037504128+0.0083851328i -0.037490514+0.0078897386i
#> parrotfish -0.001957094+0.0003427435i -0.001954649+0.0003226205i
#> farm_damsel -0.001957094+0.0003427435i -0.001954649+0.0003226205i
#> herbs -0.001957094+0.0003427435i -0.001954649+0.0003226205i
#> inverts -0.125934920+0.0279778420i -0.125884478+0.0263249081i
#> k
#> sp 103 104
#> pred_eng -0.066586561+0.012866059i -0.066559082+0.0120144164i
#> pred_grab -0.098045206+0.019111792i -0.098008413+0.0178466064i
#> eels -0.125837381+0.024681766i -0.125793559+0.0230477523i
#> pred_crypt -0.041818506+0.007220071i -0.041783656+0.0067429792i
#> pred_inv -0.079645200+0.015450331i -0.079613664+0.0144275829i
#> pred_plank -0.037477804+0.007397279i -0.037465976+0.0069075552i
#> parrotfish -0.001952365+0.000302594i -0.001950239+0.0002826575i
#> farm_damsel -0.001952365+0.000302594i -0.001950239+0.0002826575i
#> herbs -0.001952365+0.000302594i -0.001950239+0.0002826575i
#> inverts -0.125837381+0.024681766i -0.125793559+0.0230477523i
#> k
#> sp 105 106
#> pred_eng -0.066533613+0.0111671657i -0.066510117+0.010323977i
#> pred_grab -0.097974313+0.0165879694i -0.097942854+0.015335389i
#> eels -0.125752944+0.0214222169i -0.125715474+0.019804523i
#> pred_crypt -0.041751351+0.0062681789i -0.041721544+0.005795500i
#> pred_inv -0.079584436+0.0134101183i -0.079557472+0.012397540i
#> pred_plank -0.037455014+0.0064203723i -0.037444901+0.005935539i
#> parrotfish -0.001948266+0.0002628048i -0.001946446+0.000243030i
#> farm_damsel -0.001948266+0.0002628048i -0.001946446+0.000243030i
#> herbs -0.001948266+0.0002628048i -0.001946446+0.000243030i
#> inverts -0.125752944+0.0214222169i -0.125715474+0.019804523i
#> k
#> sp 107 108
#> pred_eng -0.066488558+0.0094845265i -0.066468904+0.0086484958i
#> pred_grab -0.097913989+0.0140883829i -0.097887675+0.0128464754i
#> eels -0.125681095+0.0181940441i -0.125649754+0.0165901663i
#> pred_crypt -0.041694192+0.0053247748i -0.041669253+0.0048558379i
#> pred_inv -0.079532731+0.0113894590i -0.079510176+0.0103854916i
#> pred_plank -0.037435622+0.0054528691i -0.037427163+0.0049721770i
#> parrotfish -0.001944775+0.0002233267i -0.001943251+0.0002036892i
#> farm_damsel -0.001944775+0.0002233267i -0.001943251+0.0002036892i
#> herbs -0.001944775+0.0002233267i -0.001943251+0.0002036892i
#> inverts -0.125681095+0.0181940441i -0.125649754+0.0165901663i
#> k
#> sp 109 110
#> pred_eng -0.066451127+0.0078155714i -0.066435200+0.0069854444i
#> pred_grab -0.097863874+0.0116091992i -0.097842549+0.0103760936i
#> eels -0.125621406+0.0149922838i -0.125596009+0.0133998001i
#> pred_crypt -0.041646694+0.0043885265i -0.041626480+0.0039226795i
#> pred_inv -0.079489775+0.0093852608i -0.079471497+0.0083883949i
#> pred_plank -0.037419511+0.0044932817i -0.037412656+0.0040160044i
#> parrotfish -0.001941872+0.0001841114i -0.001940636+0.0001645876i
#> farm_damsel -0.001941872+0.0001841114i -0.001940636+0.0001645876i
#> herbs -0.001941872+0.0001841114i -0.001940636+0.0001645876i
#> inverts -0.125621406+0.0149922838i -0.125596009+0.0133998001i
#> k
#> sp 111 112
#> pred_eng -0.066421100+0.0061578097i -0.066408806+0.0053323659i
#> pred_grab -0.097823672+0.0091467037i -0.097807213+0.0079205801i
#> eels -0.125573525+0.0118121264i -0.125553922+0.0102286807i
#> pred_crypt -0.041608584+0.0034581379i -0.041592980+0.0029947444i
#> pred_inv -0.079455316+0.0073945271i -0.079441208+0.0064032946i
#> pred_plank -0.037406587+0.0035401687i -0.037401296+0.0030656001i
#> parrotfish -0.001939541+0.0001451118i -0.001938587+0.0001256783i
#> farm_damsel -0.001939541+0.0001451118i -0.001938587+0.0001256783i
#> herbs -0.001939541+0.0001451118i -0.001938587+0.0001256783i
#> inverts -0.125573525+0.0118121264i -0.125553922+0.0102286807i
#> k
#> sp 113 114
#> pred_eng -0.066398301+0.0045088148i -0.066389570+3.686861e-03i
#> pred_grab -0.097793149+0.0066972780i -0.097781459+5.476357e-03i
#> eels -0.125537172+0.0086488873i -0.125523250+7.072175e-03i
#> pred_crypt -0.041579645+0.0025323429i -0.041568562+2.070779e-03i
#> pred_inv -0.079429153+0.0054143386i -0.079419133+4.427304e-03i
#> pred_plank -0.037396775+0.0025921261i -0.037393017+2.119576e-03i
#> parrotfish -0.001937771+0.0001062815i -0.001937092+8.691553e-05i
#> farm_damsel -0.001937771+0.0001062815i -0.001937092+8.691553e-05i
#> herbs -0.001937771+0.0001062815i -0.001937092+8.691553e-05i
#> inverts -0.125537172+0.0086488873i -0.125523250+7.072175e-03i
#> k
#> sp 115 116
#> pred_eng -0.066382600+2.866210e-03i -0.066377381+2.046571e-03i
#> pred_grab -0.097772128+4.257378e-03i -0.097765141+3.039909e-03i
#> eels -0.125512136+5.497979e-03i -0.125503815+3.925735e-03i
#> pred_crypt -0.041559713+1.609898e-03i -0.041553088+1.149549e-03i
#> pred_inv -0.079411135+3.441836e-03i -0.079405146+2.457587e-03i
#> pred_plank -0.037390017+1.647779e-03i -0.037387771+1.176568e-03i
#> parrotfish -0.001936551+6.757483e-05i -0.001936145+4.825375e-05i
#> farm_damsel -0.001936551+6.757483e-05i -0.001936145+4.825375e-05i
#> herbs -0.001936551+6.757483e-05i -0.001936145+4.825375e-05i
#> inverts -0.125512136+5.497979e-03i -0.125503815+3.925735e-03i
#> k
#> sp 117 118
#> pred_eng -0.066373906+1.227654e-03i -0.06637217+4.091700e-04i
#> pred_grab -0.097760489+1.823515e-03i -0.09775816+6.077668e-04i
#> eels -0.125498274+2.354885e-03i -0.12549551+7.848688e-04i
#> pred_crypt -0.041548676+6.895779e-04i -0.04154647+2.298341e-04i
#> pred_inv -0.079401158+1.474205e-03i -0.07939917+4.913439e-04i
#> pred_plank -0.037386275+7.057738e-04i -0.03738553+2.352302e-04i
#> parrotfish -0.001935875+2.894665e-05i -0.00193574+9.647952e-06i
#> farm_damsel -0.001935875+2.894665e-05i -0.00193574+9.647952e-06i
#> herbs -0.001935875+2.894665e-05i -0.00193574+9.647952e-06i
#> inverts -0.125498274+2.354885e-03i -0.12549551+7.848688e-04i
#> k
#> sp 119 120
#> pred_eng -0.06637217-4.091700e-04i -0.066373906-1.227654e-03i
#> pred_grab -0.09775816-6.077668e-04i -0.097760489-1.823515e-03i
#> eels -0.12549551-7.848688e-04i -0.125498274-2.354885e-03i
#> pred_crypt -0.04154647-2.298341e-04i -0.041548676-6.895779e-04i
#> pred_inv -0.07939917-4.913439e-04i -0.079401158-1.474205e-03i
#> pred_plank -0.03738553-2.352302e-04i -0.037386275-7.057738e-04i
#> parrotfish -0.00193574-9.647952e-06i -0.001935875-2.894665e-05i
#> farm_damsel -0.00193574-9.647952e-06i -0.001935875-2.894665e-05i
#> herbs -0.00193574-9.647952e-06i -0.001935875-2.894665e-05i
#> inverts -0.12549551-7.848688e-04i -0.125498274-2.354885e-03i
#> k
#> sp 121 122
#> pred_eng -0.066377381-2.046571e-03i -0.066382600-2.866210e-03i
#> pred_grab -0.097765141-3.039909e-03i -0.097772128-4.257378e-03i
#> eels -0.125503815-3.925735e-03i -0.125512136-5.497979e-03i
#> pred_crypt -0.041553088-1.149549e-03i -0.041559713-1.609898e-03i
#> pred_inv -0.079405146-2.457587e-03i -0.079411135-3.441836e-03i
#> pred_plank -0.037387771-1.176568e-03i -0.037390017-1.647779e-03i
#> parrotfish -0.001936145-4.825375e-05i -0.001936551-6.757483e-05i
#> farm_damsel -0.001936145-4.825375e-05i -0.001936551-6.757483e-05i
#> herbs -0.001936145-4.825375e-05i -0.001936551-6.757483e-05i
#> inverts -0.125503815-3.925735e-03i -0.125512136-5.497979e-03i
#> k
#> sp 123 124
#> pred_eng -0.066389570-3.686861e-03i -0.066398301-0.0045088148i
#> pred_grab -0.097781459-5.476357e-03i -0.097793149-0.0066972780i
#> eels -0.125523250-7.072175e-03i -0.125537172-0.0086488873i
#> pred_crypt -0.041568562-2.070779e-03i -0.041579645-0.0025323429i
#> pred_inv -0.079419133-4.427304e-03i -0.079429153-0.0054143386i
#> pred_plank -0.037393017-2.119576e-03i -0.037396775-0.0025921261i
#> parrotfish -0.001937092-8.691553e-05i -0.001937771-0.0001062815i
#> farm_damsel -0.001937092-8.691553e-05i -0.001937771-0.0001062815i
#> herbs -0.001937092-8.691553e-05i -0.001937771-0.0001062815i
#> inverts -0.125523250-7.072175e-03i -0.125537172-0.0086488873i
#> k
#> sp 125 126
#> pred_eng -0.066408806-0.0053323659i -0.066421100-0.0061578097i
#> pred_grab -0.097807213-0.0079205801i -0.097823672-0.0091467037i
#> eels -0.125553922-0.0102286807i -0.125573525-0.0118121264i
#> pred_crypt -0.041592980-0.0029947444i -0.041608584-0.0034581379i
#> pred_inv -0.079441208-0.0064032946i -0.079455316-0.0073945271i
#> pred_plank -0.037401296-0.0030656001i -0.037406587-0.0035401687i
#> parrotfish -0.001938587-0.0001256783i -0.001939541-0.0001451118i
#> farm_damsel -0.001938587-0.0001256783i -0.001939541-0.0001451118i
#> herbs -0.001938587-0.0001256783i -0.001939541-0.0001451118i
#> inverts -0.125553922-0.0102286807i -0.125573525-0.0118121264i
#> k
#> sp 127 128
#> pred_eng -0.066435200-0.0069854444i -0.066451127-0.0078155714i
#> pred_grab -0.097842549-0.0103760936i -0.097863874-0.0116091992i
#> eels -0.125596009-0.0133998001i -0.125621406-0.0149922838i
#> pred_crypt -0.041626480-0.0039226795i -0.041646694-0.0043885265i
#> pred_inv -0.079471497-0.0083883949i -0.079489775-0.0093852608i
#> pred_plank -0.037412656-0.0040160044i -0.037419511-0.0044932817i
#> parrotfish -0.001940636-0.0001645876i -0.001941872-0.0001841114i
#> farm_damsel -0.001940636-0.0001645876i -0.001941872-0.0001841114i
#> herbs -0.001940636-0.0001645876i -0.001941872-0.0001841114i
#> inverts -0.125596009-0.0133998001i -0.125621406-0.0149922838i
#> k
#> sp 129 130
#> pred_eng -0.066468904-0.0086484958i -0.066488558-0.0094845265i
#> pred_grab -0.097887675-0.0128464754i -0.097913989-0.0140883829i
#> eels -0.125649754-0.0165901663i -0.125681095-0.0181940441i
#> pred_crypt -0.041669253-0.0048558379i -0.041694192-0.0053247748i
#> pred_inv -0.079510176-0.0103854916i -0.079532731-0.0113894590i
#> pred_plank -0.037427163-0.0049721770i -0.037435622-0.0054528691i
#> parrotfish -0.001943251-0.0002036892i -0.001944775-0.0002233267i
#> farm_damsel -0.001943251-0.0002036892i -0.001944775-0.0002233267i
#> herbs -0.001943251-0.0002036892i -0.001944775-0.0002233267i
#> inverts -0.125649754-0.0165901663i -0.125681095-0.0181940441i
#> k
#> sp 131 132
#> pred_eng -0.066510117-0.010323977i -0.066533613-0.0111671657i
#> pred_grab -0.097942854-0.015335389i -0.097974313-0.0165879694i
#> eels -0.125715474-0.019804523i -0.125752944-0.0214222169i
#> pred_crypt -0.041721544-0.005795500i -0.041751351-0.0062681789i
#> pred_inv -0.079557472-0.012397540i -0.079584436-0.0134101183i
#> pred_plank -0.037444901-0.005935539i -0.037455014-0.0064203723i
#> parrotfish -0.001946446-0.000243030i -0.001948266-0.0002628048i
#> farm_damsel -0.001946446-0.000243030i -0.001948266-0.0002628048i
#> herbs -0.001946446-0.000243030i -0.001948266-0.0002628048i
#> inverts -0.125715474-0.019804523i -0.125752944-0.0214222169i
#> k
#> sp 133 134
#> pred_eng -0.066559082-0.0120144164i -0.066586561-0.012866059i
#> pred_grab -0.098008413-0.0178466064i -0.098045206-0.019111792i
#> eels -0.125793559-0.0230477523i -0.125837381-0.024681766i
#> pred_crypt -0.041783656-0.0067429792i -0.041818506-0.007220071i
#> pred_inv -0.079613664-0.0144275829i -0.079645200-0.015450331i
#> pred_plank -0.037465976-0.0069075552i -0.037477804-0.007397279i
#> parrotfish -0.001950239-0.0002826575i -0.001952365-0.000302594i
#> farm_damsel -0.001950239-0.0002826575i -0.001952365-0.000302594i
#> herbs -0.001950239-0.0002826575i -0.001952365-0.000302594i
#> inverts -0.125793559-0.0230477523i -0.125837381-0.024681766i
#> k
#> sp 135 136
#> pred_eng -0.066616092-0.0137224298i -0.066647720-0.0145838721i
#> pred_grab -0.098084746-0.0203840287i -0.098127096-0.0216638281i
#> eels -0.125884478-0.0263249081i -0.125934920-0.0279778420i
#> pred_crypt -0.041855952-0.0076996291i -0.041896052-0.0081818289i
#> pred_inv -0.079679091-0.0164787668i -0.079715388-0.0175133039i
#> pred_plank -0.037490514-0.0078897386i -0.037504128-0.0083851328i
#> parrotfish -0.001954649-0.0003226205i -0.001957094-0.0003427435i
#> farm_damsel -0.001954649-0.0003226205i -0.001957094-0.0003427435i
#> herbs -0.001954649-0.0003226205i -0.001957094-0.0003427435i
#> inverts -0.125884478-0.0263249081i -0.125934920-0.0279778420i
#> k
#> sp 137 138
#> pred_eng -0.066681495-0.0154507368i -0.06671747-0.0163233831i
#> pred_grab -0.098172319-0.0229517142i -0.09822049-0.0242482230i
#> eels -0.125988786-0.0296412460i -0.12604616-0.0313158145i
#> pred_crypt -0.041938865-0.0086668509i -0.04198446-0.0091548792i
#> pred_inv -0.079754149-0.0185543646i -0.07979543-0.0196023810i
#> pred_plank -0.037518665-0.0088836649i -0.03753415-0.0093855430i
#> parrotfish -0.001959703-0.0003629691i -0.00196248-0.0003833041i
#> farm_damsel -0.001959703-0.0003629691i -0.00196248-0.0003833041i
#> herbs -0.001959703-0.0003629691i -0.00196248-0.0003833041i
#> inverts -0.125988786-0.0296412460i -0.12604616-0.0313158145i
#> k
#> sp 139 140
#> pred_eng -0.066755695-0.0172021788i -0.066796238-0.0180875016i
#> pred_grab -0.098271676-0.0255539037i -0.098325966-0.0268693200i
#> eels -0.126107131-0.0330022592i -0.126171799-0.0347013102i
#> pred_crypt -0.042032895-0.0096461016i -0.042084257-0.0101407103i
#> pred_inv -0.079839306-0.0206577961i -0.079885836-0.0217210641i
#> pred_plank -0.037550602-0.0098909804i -0.037568053-0.0104001960i
#> parrotfish -0.001965428-0.0004037549i -0.001968553-0.0004243283i
#> farm_damsel -0.001965428-0.0004037549i -0.001968553-0.0004243283i
#> herbs -0.001965428-0.0004037549i -0.001968553-0.0004243283i
#> inverts -0.126107131-0.0330022592i -0.126171799-0.0347013102i
#> k
#> sp 141 142
#> pred_eng -0.066839162-0.0189797390i -0.066884536-0.0198792895i
#> pred_grab -0.098383445-0.0281950505i -0.098444206-0.0295316905i
#> eels -0.126240265-0.0364137175i -0.126312643-0.0381402524i
#> pred_crypt -0.042138623-0.0106389020i -0.042196078-0.0111408784i
#> pred_inv -0.079935099-0.0227926516i -0.079987175-0.0238730385i
#> pred_plank -0.037586529-0.0109134145i -0.037606059-0.0114308670i
#> parrotfish -0.001971858-0.0004450311i -0.001975349-0.0004658702i
#> farm_damsel -0.001971858-0.0004450311i -0.001975349-0.0004658702i
#> herbs -0.001971858-0.0004450311i -0.001975349-0.0004658702i
#> inverts -0.126240265-0.0364137175i -0.126312643-0.0381402524i
#> k
#> sp 143 144
#> pred_eng -0.06693243-0.0207865632i -0.066982937-0.021701983i
#> pred_grab -0.09850835-0.0308798525i -0.098575982-0.032240168i
#> eels -0.12638905-0.0398817088i -0.126469615-0.041638905i
#> pred_crypt -0.04225672-0.0116468462i -0.042320633-0.012157018i
#> pred_inv -0.08004215-0.0249627184i -0.080100111-0.026062200i
#> pred_plank -0.03762668-0.0119527915i -0.037648414-0.012479433i
#> parrotfish -0.00197903-0.0004868528i -0.001982907-0.000507986i
#> farm_damsel -0.00197903-0.0004868528i -0.001982907-0.000507986i
#> herbs -0.00197903-0.0004868528i -0.001982907-0.000507986i
#> inverts -0.12638905-0.0398817088i -0.126469615-0.041638905i
#> k
#> sp 145 146
#> pred_eng -0.067036129-0.0226259840i -0.067092101-0.0235590170i
#> pred_grab -0.098647217-0.0336132879i -0.098722178-0.0349998851i
#> eels -0.126554473-0.0434126855i -0.126643770-0.0452039221i
#> pred_crypt -0.042387934-0.0126716117i -0.042458732-0.0131908519i
#> pred_inv -0.080161161-0.0271720087i -0.080225403-0.0282926859i
#> pred_plank -0.037671310-0.0130110455i -0.037695402-0.0135478893i
#> parrotfish -0.001986987-0.0005292773i -0.001991274-0.0005507341i
#> farm_damsel -0.001986987-0.0005292773i -0.001991274-0.0005507341i
#> herbs -0.001986987-0.0005292773i -0.001991274-0.0005507341i
#> inverts -0.126554473-0.0434126855i -0.126643770-0.0452039221i
#> k
#> sp 147 148
#> pred_eng -0.067150949-0.0245015469i -0.067212777-0.0254540549i
#> pred_grab -0.098800993-0.0364006549i -0.098883802-0.0378163167i
#> eels -0.126737661-0.0470135164i -0.126836311-0.0488424014i
#> pred_crypt -0.042533146-0.0137149696i -0.042611302-0.0142442028i
#> pred_inv -0.080292947-0.0294247920i -0.080363912-0.0305689066i
#> pred_plank -0.037720733-0.0140902350i -0.037747347-0.0146383623i
#> parrotfish -0.001995777-0.0005723642i -0.002000502-0.0005941755i
#> farm_damsel -0.001995777-0.0005723642i -0.002000502-0.0005941755i
#> herbs -0.001995777-0.0005723642i -0.002000502-0.0005941755i
#> inverts -0.126737661-0.0470135164i -0.126836311-0.0488424014i
#> k
#> sp 149 150
#> pred_eng -0.067277696-0.0264170396i -0.067345822-0.0273910175i
#> pred_grab -0.098970752-0.0392476159i -0.099062001-0.0406953253i
#> eels -0.126939897-0.0506915440i -0.127048606-0.0525619467i
#> pred_crypt -0.042693336-0.0147787970i -0.042779392-0.0153190054i
#> pred_inv -0.080438425-0.0317256302i -0.080516621-0.0328955852i
#> pred_plank -0.037775291-0.0151925608i -0.037804616-0.0157531311i
#> parrotfish -0.002005456-0.0006161758i -0.002010648-0.0006383735i
#> farm_damsel -0.002005456-0.0006161758i -0.002010648-0.0006383735i
#> herbs -0.002005456-0.0006161758i -0.002010648-0.0006383735i
#> inverts -0.126939897-0.0506915440i -0.127048606-0.0525619467i
#> k
#> sp 151 152
#> pred_eng -0.067417281-0.0283765249i -0.067492206-0.0293741187i
#> pred_grab -0.099157718-0.0421602470i -0.099258081-0.0436432146i
#> eels -0.127162641-0.0544546500i -0.127282214-0.0563707356i
#> pred_crypt -0.042869624-0.0158650896i -0.042964194-0.0164173200i
#> pred_inv -0.080598644-0.0340794175i -0.080684647-0.0352777984i
#> pred_plank -0.037835376-0.0163203851i -0.037867628-0.0168946469i
#> parrotfish -0.002016086-0.0006607769i -0.002021779-0.0006833946i
#> farm_damsel -0.002016086-0.0006607769i -0.002021779-0.0006833946i
#> herbs -0.002016086-0.0006607769i -0.002021779-0.0006833946i
#> inverts -0.127162641-0.0544546500i -0.127282214-0.0563707356i
#> k
#> sp 153 154
#> pred_eng -0.067570740-0.0303843779i -0.067653034-0.0314079052i
#> pred_grab -0.099363282-0.0451450945i -0.099473525-0.0466667892i
#> eels -0.127407554-0.0583113280i -0.127538904-0.0602775983i
#> pred_crypt -0.043063278-0.0169759762i -0.043167062-0.0175413476i
#> pred_inv -0.080774793-0.0364914256i -0.080869259-0.0377210253i
#> pred_plank -0.037901434-0.0174762536i -0.037936859-0.0180655562i
#> parrotfish -0.002027737-0.0007062354i -0.002033969-0.0007293082i
#> farm_damsel -0.002027737-0.0007062354i -0.002033969-0.0007293082i
#> herbs -0.002027737-0.0007062354i -0.002033969-0.0007293082i
#> inverts -0.127407554-0.0583113280i -0.127538904-0.0602775983i
#> k
#> sp 155 156
#> pred_eng -0.067739251-0.0324453282i -0.067829564-0.0334973014i
#> pred_grab -0.099589028-0.0482092384i -0.099710023-0.0497734225i
#> eels -0.127676525-0.0622707668i -0.127820694-0.0642921064i
#> pred_crypt -0.043275741-0.0181137340i -0.043389529-0.0186934462i
#> pred_inv -0.080968228-0.0389673541i -0.081071902-0.0402312011i
#> pred_plank -0.037973973-0.0186629205i -0.038012851-0.0192687279i
#> parrotfish -0.002040487-0.0007526224i -0.002047302-0.0007761873i
#> farm_damsel -0.002040487-0.0007526224i -0.002047302-0.0007761873i
#> herbs -0.002040487-0.0007526224i -0.002047302-0.0007761873i
#> inverts -0.127676525-0.0622707668i -0.127820694-0.0642921064i
#> k
#> sp 157 158
#> pred_eng -0.067924157-0.0345645077i -0.068023228-0.035647660i
#> pred_grab -0.099836758-0.0513603648i -0.099969498-0.052971134i
#> eels -0.127971707-0.0663429458i -0.128129881-0.068424674i
#> pred_crypt -0.043508648-0.0192808063i -0.043633339-0.019876149i
#> pred_inv -0.081180491-0.0415133895i -0.081294223-0.042814780i
#> pred_plank -0.038053572-0.0198833768i -0.038096221-0.020507283i
#> parrotfish -0.002054427-0.0008000125i -0.002061873-0.000824108i
#> farm_damsel -0.002054427-0.0008000125i -0.002061873-0.000824108i
#> herbs -0.002054427-0.0008000125i -0.002061873-0.000824108i
#> inverts -0.127971707-0.0663429458i -0.128129881-0.068424674i
#> k
#> sp 159 160
#> pred_eng -0.068126987-0.0367475054i -0.068235660-0.0378648230i
#> pred_grab -0.100108528-0.0546068494i -0.100254149-0.0562686803i
#> eels -0.128295553-0.0705387433i -0.128469087-0.0726866747i
#> pred_crypt -0.043763858-0.0204798214i -0.043900478-0.0210921846i
#> pred_inv -0.081413340-0.0441362708i -0.081538101-0.0454788044i
#> pred_plank -0.038140888-0.0211408833i -0.038187672-0.0217846321i
#> parrotfish -0.002069655-0.0008484837i -0.002077788-0.0008731502i
#> farm_damsel -0.002069655-0.0008484837i -0.002077788-0.0008731502i
#> herbs -0.002069655-0.0008484837i -0.002077788-0.0008731502i
#> inverts -0.128295553-0.0705387433i -0.128469087-0.0726866747i
#> k
#> sp 161 162
#> pred_eng -0.068349488-0.0390004307i -0.068468729-0.0401551852i
#> pred_grab -0.100406686-0.0579578532i -0.100566486-0.0596756540i
#> eels -0.128650869-0.0748700619i -0.128841314-0.0770905766i
#> pred_crypt -0.044043489-0.0217136138i -0.044193204-0.0223444993i
#> pred_inv -0.081668784-0.0468433664i -0.081805684-0.0482309908i
#> pred_plank -0.038236676-0.0224390077i -0.038288010-0.0231045111i
#> parrotfish -0.002086286-0.0008981178i -0.002095167-0.0009233976i
#> farm_damsel -0.002086286-0.0008981178i -0.002095167-0.0009233976i
#> herbs -0.002086286-0.0008981178i -0.002095167-0.0009233976i
#> inverts -0.128650869-0.0748700619i -0.128841314-0.0770905766i
#> k
#> sp 163 164
#> pred_eng -0.068593660-0.0413299857i -0.068724576-0.0425257765i
#> pred_grab -0.100733921-0.0614234326i -0.100909390-0.0632026068i
#> eels -0.129040865-0.0793499736i -0.129249999-0.0816500974i
#> pred_crypt -0.044349956-0.0229852476i -0.044514099-0.0236362816i
#> pred_inv -0.081949121-0.0496427625i -0.082099435-0.0510798211i
#> pred_plank -0.038341795-0.0237816684i -0.038398158-0.0244710325i
#> parrotfish -0.002104447-0.0009490004i -0.002114147-0.0009749375i
#> farm_damsel -0.002104447-0.0009490004i -0.002114147-0.0009749375i
#> herbs -0.002104447-0.0009490004i -0.002114147-0.0009749375i
#> inverts -0.129040865-0.0793499736i -0.129249999-0.0816500974i
#> k
#> sp 165 166
#> pred_eng -0.068861796-0.043743550i -0.069005660-0.044984351i
#> pred_grab -0.101093319-0.065014668i -0.101286168-0.066861185i
#> eels -0.129469227-0.083992888i -0.129699097-0.086380387i
#> pred_crypt -0.044686017-0.024298042i -0.044866116-0.024970989i
#> pred_inv -0.082256991-0.052543365i -0.082422182-0.054034655i
#> pred_plank -0.038457235-0.025173185i -0.038519175-0.025888738i
#> parrotfish -0.002124284-0.001001221i -0.002134881-0.001027861i
#> farm_damsel -0.002124284-0.001001221i -0.002134881-0.001027861i
#> herbs -0.002124284-0.001001221i -0.002134881-0.001027861i
#> inverts -0.129469227-0.083992888i -0.129699097-0.086380387i
#> k
#> sp 167 168
#> pred_eng -0.06915654-0.046249278i -0.069314817-0.047539491i
#> pred_grab -0.10148843-0.068743813i -0.101700637-0.070664294i
#> eels -0.12994020-0.088814747i -0.130193166-0.091298238i
#> pred_crypt -0.04505483-0.025655601i -0.045252642-0.026352378i
#> pred_inv -0.08259543-0.055555018i -0.082777186-0.057105857i
#> pred_plank -0.03858413-0.026618336i -0.038652283-0.027362661i
#> parrotfish -0.00214596-0.001054871i -0.002157545-0.001082263i
#> farm_damsel -0.00214596-0.001054871i -0.002157545-0.001082263i
#> herbs -0.00214596-0.001054871i -0.002157545-0.001082263i
#> inverts -0.12994020-0.088814747i -0.130193166-0.091298238i
#> k
#> sp 169 170
#> pred_eng -0.069480927-0.048856214i -0.069655324-0.050200737i
#> pred_grab -0.101923358-0.072624469i -0.102157209-0.074626284i
#> eels -0.130458682-0.093833258i -0.130737482-0.096422340i
#> pred_crypt -0.045460041-0.027061842i -0.045677575-0.027784537i
#> pred_inv -0.082967940-0.058688647i -0.083168218-0.060304949i
#> pred_plank -0.038723805-0.028122431i -0.038798896-0.028898405i
#> parrotfish -0.002169662-0.001110049i -0.002182337-0.001138242i
#> farm_damsel -0.002169662-0.001110049i -0.002182337-0.001138242i
#> herbs -0.002169662-0.001110049i -0.002182337-0.001138242i
#> inverts -0.130458682-0.093833258i -0.130737482-0.096422340i
#> k
#> sp 171 172
#> pred_eng -0.06983850-0.051574427i -0.070030985-0.052978727i
#> pred_grab -0.10240285-0.076671794i -0.102661008-0.078763177i
#> eels -0.13103036-0.099068163i -0.131338169-0.101773566i
#> pred_crypt -0.04590582-0.028521032i -0.046145412-0.029271921i
#> pred_inv -0.08337859-0.061956415i -0.083599657-0.063644790i
#> pred_plank -0.03887777-0.029691388i -0.038960653-0.030502229i
#> parrotfish -0.00219560-0.001166853i -0.002209481-0.001195897i
#> farm_damsel -0.00219560-0.001166853i -0.002209481-0.001195897i
#> herbs -0.00219560-0.001166853i -0.002209481-0.001195897i
#> inverts -0.13103036-0.099068163i -0.131338169-0.101773566i
#> k
#> sp 173 174
#> pred_eng -0.070233356-0.054415167i -0.070446233-0.05588537i
#> pred_grab -0.102932446-0.080902740i -0.103218006-0.08309293i
#> eels -0.131661839-0.104541557i -0.132002371-0.10737533i
#> pred_crypt -0.046397017-0.030037824i -0.046661364-0.03081939i
#> pred_inv -0.083832091-0.065371925i -0.084076604-0.06713978i
#> pred_plank -0.039047795-0.031331831i -0.039139465-0.03218115i
#> parrotfish -0.002224015-0.001225384i -0.002239236-0.00125533i
#> farm_damsel -0.002224015-0.001225384i -0.002239236-0.00125533i
#> herbs -0.002224015-0.001225384i -0.002239236-0.00125533i
#> inverts -0.131661839-0.104541557i -0.132002371-0.10737533i
#> k
#> sp 175 176
#> pred_eng -0.070670289-0.057391059i -0.070906254-0.058934059i
#> pred_grab -0.103518594-0.085336346i -0.103835196-0.087635752i
#> eels -0.132360851-0.110278274i -0.132738455-0.113253997i
#> pred_crypt -0.046939236-0.031617292i -0.047231481-0.032432242i
#> pred_inv -0.084333970-0.068950441i -0.084605030-0.070806118i
#> pred_plank -0.039235951-0.033051208i -0.039337569-0.033943082i
#> parrotfish -0.002255182-0.001285745i -0.002271894-0.001316644i
#> farm_damsel -0.002255182-0.001285745i -0.002271894-0.001316644i
#> herbs -0.002255182-0.001285745i -0.002271894-0.001316644i
#> inverts -0.132360851-0.110278274i -0.132738455-0.113253997i
#> k
#> sp 177 178
#> pred_eng -0.071154920-0.060516317i -0.071417148-0.062139902i
#> pred_grab -0.104168879-0.089994085i -0.104520805-0.092414478i
#> eels -0.133136464-0.116306337i -0.133556267-0.119439387i
#> pred_crypt -0.047539015-0.033264977i -0.047862826-0.034116268i
#> pred_inv -0.084890696-0.072709168i -0.085191959-0.074662095i
#> pred_plank -0.039444660-0.034857923i -0.039557595-0.035796960i
#> parrotfish -0.002289415-0.001348037i -0.002307792-0.001379938i
#> farm_damsel -0.002289415-0.001348037i -0.002307792-0.001379938i
#> herbs -0.002289415-0.001348037i -0.002307792-0.001379938i
#> inverts -0.133136464-0.116306337i -0.133556267-0.119439387i
#> k
#> sp 179 180
#> pred_eng -0.071693874-0.063807021i -0.071986120-0.065520027i
#> pred_grab -0.104892239-0.094900270i -0.105284561-0.097455026i
#> eels -0.133999380-0.122657512i -0.134467453-0.125965376i
#> pred_crypt -0.048203989-0.034986922i -0.048563668-0.035877777i
#> pred_inv -0.085509898-0.076667574i -0.085845691-0.078728456i
#> pred_plank -0.039676779-0.036761502i -0.039802653-0.037752947i
#> parrotfish -0.002327073-0.001412357i -0.002347312-0.001445307i
#> farm_damsel -0.002327073-0.001412357i -0.002347312-0.001445307i
#> herbs -0.002327073-0.001412357i -0.002347312-0.001445307i
#> inverts -0.133999380-0.122657512i -0.134467453-0.125965376i
#> k
#> sp 181 182
#> pred_eng -0.072295001-0.067281434i -0.072621734-0.069093930i
#> pred_grab -0.105699276-0.100082560i -0.106138030-0.102786948i
#> eels -0.134962293-0.129367966i -0.135485871-0.132870622i
#> pred_crypt -0.048943125-0.036789712i -0.049343733-0.037723638i
#> pred_inv -0.086200622-0.080847789i -0.086576094-0.083028832i
#> pred_plank -0.039935697-0.038772793i -0.040076437-0.039822641i
#> parrotfish -0.002368567-0.001478797i -0.002390898-0.001512837i
#> farm_damsel -0.002368567-0.001478797i -0.002390898-0.001512837i
#> herbs -0.002368567-0.001478797i -0.002390898-0.001512837i
#> inverts -0.134962293-0.129367966i -0.135485871-0.132870622i
#> k
#> sp 183 184
#> pred_eng -0.072967653-0.070960392i -0.073334222-0.072883905i
#> pred_grab -0.106602628-0.105572562i -0.107095048-0.108444092i
#> eels -0.136040349-0.136479071i -0.136628100-0.140199459i
#> pred_crypt -0.049766987-0.038680505i -0.050214514-0.039661302i
#> pred_inv -0.086973647-0.085275078i -0.087394965-0.087590269i
#> pred_plank -0.040225449-0.040904210i -0.040383364-0.042019344i
#> parrotfish -0.002414371-0.001547435i -0.002439055-0.001582598i
#> farm_damsel -0.002414371-0.001547435i -0.002439055-0.001582598i
#> herbs -0.002414371-0.001547435i -0.002439055-0.001582598i
#> inverts -0.136040349-0.136479071i -0.136628100-0.140199459i
#> k
#> sp 185 186
#> pred_eng -0.073723047-0.074867779i -0.074135895-0.076915569i
#> pred_grab -0.107617464-0.111406574i -0.108172270-0.114465426i
#> eels -0.137251732-0.144038393i -0.137914116-0.148002987i
#> pred_crypt -0.050688089-0.040667052i -0.051189650-0.041698815i
#> pred_inv -0.087841903-0.089978427i -0.088316500-0.092443870i
#> pred_plank -0.040550877-0.043170026i -0.040728751-0.044358391i
#> parrotfish -0.002465028-0.001618332i -0.002492368-0.001654639i
#> farm_damsel -0.002465028-0.001618332i -0.002492368-0.001654639i
#> herbs -0.002465028-0.001618332i -0.002492368-0.001654639i
#> inverts -0.137251732-0.144038393i -0.137914116-0.148002987i
#> k
#> sp 187 188
#> pred_eng -0.074574716-0.07903110i -0.075041661-0.081218498i
#> pred_grab -0.108762106-0.11762649i -0.109389889-0.120896047i
#> eels -0.138618421-0.15210091i -0.139368150-0.156340429i
#> pred_crypt -0.051721317-0.04275769i -0.052285407-0.043844792i
#> pred_inv -0.088821003-0.09499125i -0.089357898-0.097625584i
#> pred_plank -0.040917827-0.04558674i -0.041119035-0.046857561i
#> parrotfish -0.002521164-0.00169152i -0.002551509-0.001728973i
#> farm_damsel -0.002521164-0.00169152i -0.002551509-0.001728973i
#> herbs -0.002521164-0.00169152i -0.002551509-0.001728973i
#> inverts -0.138618421-0.15210091i -0.139368150-0.156340429i
#> k
#> sp 189 190
#> pred_eng -0.075539112-0.083482204i -0.07606971-0.085827023i
#> pred_grab -0.110058849-0.124280910i -0.11077257-0.127788429i
#> eels -0.140167181-0.160730498i -0.14101982-0.165280802i
#> pred_crypt -0.052884464-0.044961287i -0.05352128-0.046108350i
#> pred_inv -0.089929933-0.100352280i -0.09054016-0.103177189i
#> pred_plank -0.041333405-0.048173538i -0.04156208-0.049537582i
#> parrotfish -0.002583502-0.001766992i -0.00261725-0.001805567i
#> farm_damsel -0.002583502-0.001766992i -0.00261725-0.001805567i
#> herbs -0.002583502-0.001766992i -0.00261725-0.001805567i
#> inverts -0.140167181-0.160730498i -0.14101982-0.165280802i
#> k
#> sp 191 192
#> pred_eng -0.07663639-0.088258149i -0.077242413-0.090781210i
#> pred_grab -0.11153504-0.131426573i -0.112350694-0.135203988i
#> eels -0.14193086-0.170001846i -0.142905645-0.174905040i
#> pred_crypt -0.05419891-0.047287173i -0.054920723-0.048498955i
#> pred_inv -0.09119196-0.106106642i -0.091889121-0.109147503i
#> pred_plank -0.04180632-0.050952849i -0.042067551-0.052422769i
#> parrotfish -0.00265287-0.001844682i -0.002690483-0.001884318i
#> farm_damsel -0.00265287-0.001844682i -0.002690483-0.001884318i
#> herbs -0.00265287-0.001844682i -0.002690483-0.001884318i
#> inverts -0.14193086-0.170001846i -0.142905645-0.174905040i
#> k
#> sp 193 194
#> pred_eng -0.077891434-0.093402310i -0.07858753-0.096128084i
#> pred_grab -0.113224498-0.139130071i -0.11416201-0.143215051i
#> eels -0.143950138-0.180002798i -0.14507103-0.185308651i
#> pred_crypt -0.055690436-0.049744890i -0.05651213-0.051026146i
#> pred_inv -0.092635853-0.112307227i -0.09343688-0.115593917i
#> pred_plank -0.042347343-0.053951075i -0.04264747-0.055541836i
#> parrotfish -0.002730223-0.001924445i -0.00277223-0.001965028i
#> farm_damsel -0.002730223-0.001924445i -0.00277223-0.001965028i
#> herbs -0.002730223-0.001924445i -0.00277223-0.001965028i
#> inverts -0.143950138-0.180002798i -0.14507103-0.185308651i
#> k
#> sp 195 196
#> pred_eng -0.079335284-0.098965747i -0.08013984-0.101923167i
#> pred_grab -0.115169458-0.147470082i -0.11625388-0.151907348i
#> eels -0.146275842-0.190837372i -0.14757303-0.196605121i
#> pred_crypt -0.057390329-0.052343849i -0.05833000-0.053699054i
#> pred_inv -0.094297486-0.119016403i -0.09522364-0.122584315i
#> pred_plank -0.042969900-0.057199498i -0.04331688-0.058928925i
#> parrotfish -0.002816655-0.002006023i -0.00286366-0.002047373i
#> farm_damsel -0.002816655-0.002006023i -0.00286366-0.002047373i
#> herbs -0.002816655-0.002006023i -0.00286366-0.002047373i
#> inverts -0.146275842-0.190837372i -0.14757303-0.196605121i
#> k
#> sp 197 198
#> pred_eng -0.081007004-0.105008929i -0.08194335-0.108232422i
#> pred_grab -0.117423188-0.156540180i -0.11868637-0.161383193i
#> eels -0.148972173-0.202629610i -0.15048410-0.208930288i
#> pred_crypt -0.059336651-0.055092712i -0.06041637-0.056525625i
#> pred_inv -0.096222076-0.126308179i -0.09730039-0.130199516i
#> pred_plank -0.043690912-0.060735454i -0.04409486-0.062624945i
#> parrotfish -0.002913417-0.002089008i -0.00296611-0.002130847i
#> farm_damsel -0.002913417-0.002089008i -0.00296611-0.002130847i
#> herbs -0.002913417-0.002089008i -0.00296611-0.002130847i
#> inverts -0.148972173-0.202629610i -0.15048410-0.208930288i
#> k
#> sp 199 200
#> pred_eng -0.082956318-0.111603925i -0.084054398-0.115134714i
#> pred_grab -0.120053633-0.166452441i -0.121536588-0.171765585i
#> eels -0.152121133-0.215528553i -0.153897332-0.222448002i
#> pred_crypt -0.061575889-0.057998403i -0.062822647-0.059511393i
#> pred_inv -0.098467225-0.134270961i -0.099732419-0.138536392i
#> pred_plank -0.044531940-0.064603854i -0.045005849-0.066679304i
#> parrotfish -0.003021937-0.002172797i -0.003081101-0.002214763i
#> farm_damsel -0.003021937-0.002172797i -0.003081101-0.002214763i
#> herbs -0.003021937-0.002172797i -0.003081101-0.002214763i
#> inverts -0.152121133-0.215528553i -0.153897332-0.222448002i
#> k
#> sp 201 202
#> pred_eng -0.085247270-0.118837175i -0.08654603-0.122724937i
#> pred_grab -0.123148529-0.177342099i -0.12490471-0.183203494i
#> eels -0.155828785-0.229714708i -0.15793398-0.237357542i
#> pred_crypt -0.064164838-0.061064613i -0.06561141-0.062657633i
#> pred_inv -0.101107213-0.143011083i -0.10260450-0.147711867i
#> pred_plank -0.045520788-0.068859174i -0.04608159-0.071152199i
#> parrotfish -0.003143771-0.002256663i -0.00320998-0.002298386i
#> farm_damsel -0.003143771-0.002256663i -0.00320998-0.002298386i
#> herbs -0.003143771-0.002256663i -0.00320998-0.002298386i
#> inverts -0.155828785-0.229714708i -0.15793398-0.237357542i
#> k
#> sp 203 204
#> pred_eng -0.08796343-0.12681302i -0.08951421-0.131117997i
#> pred_grab -0.12682272-0.18937358i -0.12892287-0.195878766i
#> eels -0.16023423-0.24540855i -0.16275424-0.253903376i
#> pred_crypt -0.06717201-0.06428934i -0.06885676-0.065957394i
#> pred_inv -0.10423911-0.15265734i -0.10602818-0.157868054i
#> pred_plank -0.04669380-0.07356809i -0.04736385-0.076117654i
#> parrotfish -0.00327946-0.00233957i -0.00335166-0.002378887i
#> farm_damsel -0.00327946-0.00233957i -0.00335166-0.002378887i
#> herbs -0.00327946-0.00233957i -0.00335166-0.002378887i
#> inverts -0.16023423-0.24540855i -0.16275424-0.253903376i
#> k
#> sp 205 206
#> pred_eng -0.091215448-0.135658184i -0.093087013-0.140453839i
#> pred_grab -0.131228788-0.202748385i -0.133768037-0.210015100i
#> eels -0.165522749-0.262881764i -0.168573324-0.272388124i
#> pred_crypt -0.070676329-0.067656874i -0.072642889-0.069377660i
#> pred_inv -0.107991627-0.163366799i -0.110152616-0.169178847i
#> pred_plank -0.048099183-0.078812984i -0.048908502-0.081667611i
#> parrotfish -0.003426839-0.002412707i -0.003510055-0.002434173i
#> farm_damsel -0.003426839-0.002412707i -0.003510055-0.002434173i
#> herbs -0.003426839-0.002412707i -0.003510055-0.002434173i
#> inverts -0.165522749-0.262881764i -0.168573324-0.272388124i
#> k
#> sp 207 208
#> pred_eng -0.095152153-0.145527396i -0.097438176-0.150903705i
#> pred_grab -0.136572930-0.217715331i -0.139681547-0.225889753i
#> eels -0.171945411-0.282472198i -0.175685582-0.293189817i
#> pred_crypt -0.074774591-0.071100270i -0.077107873-0.072792378i
#> pred_inv -0.112538294-0.175332278i -0.115180593-0.181858318i
#> pred_plank -0.049801983-0.084696735i -0.050791613-0.087917476i
#> parrotfish -0.003619719-0.002437214i -0.003797043-0.002435426i
#> farm_damsel -0.003619719-0.002437214i -0.003797043-0.002435426i
#> herbs -0.003619719-0.002437214i -0.003797043-0.002435426i
#> inverts -0.171945411-0.282472198i -0.175685582-0.293189817i
#> k
#> sp 209 210
#> pred_eng -0.099977322-0.156610294i -0.102807858-0.162677638i
#> pred_grab -0.143139000-0.234583859i -0.146999035-0.243848566i
#> eels -0.179849129-0.304603779i -0.184502091-0.316784843i
#> pred_crypt -0.079723489-0.074414421i -0.082787779-0.075954640i
#> pred_inv -0.118117274-0.188791715i -0.121393231-0.196171137i
#> pred_plank -0.051891580-0.091349171i -0.053118773-0.095013721i
#> parrotfish -0.004096576-0.002506905i -0.004511565-0.002855418i
#> farm_damsel -0.004096576-0.002506905i -0.004511565-0.002855418i
#> herbs -0.004096576-0.002506905i -0.004511565-0.002855418i
#> inverts -0.179849129-0.304603779i -0.184502091-0.316784843i
#> k
#> sp 211 212
#> pred_eng -0.105975444-0.169139412i -0.109534877-0.176032711i
#> pred_grab -0.151326062-0.253740889i -0.156197766-0.264324633i
#> eels -0.189723839-0.329812859i -0.195610415-0.343778020i
#> pred_crypt -0.086591741-0.077528832i -0.091525617-0.079584465i
#> pred_inv -0.125062142-0.204039582i -0.129188573-0.212444778i
#> pred_plank -0.054493420-0.098936005i -0.056039900-0.103144356i
#> parrotfish -0.004776674-0.003811546i -0.004063332-0.005586565i
#> farm_damsel -0.004776674-0.003811546i -0.004063332-0.005586565i
#> herbs -0.004776674-0.003811546i -0.004063332-0.005586565i
#> inverts -0.189723839-0.329812859i -0.195610415-0.343778020i
#> k
#> sp 213 214
#> pred_eng -0.1135523069-0.183398179i -0.118108069-0.191279958i
#> pred_grab -0.1617084579-0.275671072i -0.167973433-0.287859532i
#> eels -0.2022788511-0.358782207i -0.209872852-0.374940374i
#> pred_crypt -0.0978545785-0.083210787i -0.105092869-0.090430141i
#> pred_inv -0.1338506687-0.221439503i -0.139143620-0.231081767i
#> pred_plank -0.0577878052-0.107671126i -0.059773313-0.112553335i
#> parrotfish -0.0008288741-0.007532471i 0.006512692-0.006896242i
#> farm_damsel -0.0008288741-0.007532471i 0.006512692-0.006896242i
#> herbs -0.0008288741-0.007532471i 0.006512692-0.006896242i
#> inverts -0.2022788511-0.358782207i -0.209872852-0.374940374i
#> k
#> sp 215 216
#> pred_eng -0.12330033-0.199725343i -0.12924979-0.2087839i
#> pred_grab -0.17513466-0.300977713i -0.18336827-0.3151215i
#> eels -0.21857027-0.392381818i -0.22859309-0.4112511i
#> pred_crypt -0.11079991-0.104100213i -0.10889379-0.1267454i
#> pred_inv -0.14518416-0.241434683i -0.15211639-0.2525658i
#> pred_plank -0.06204101-0.117833414i -0.06464629-0.1235600i
#> parrotfish 0.01719520+0.002128186i 0.02378313+0.0269296i
#> farm_damsel 0.01719520+0.002128186i 0.02378313+0.0269296i
#> herbs 0.01719520+0.002128186i 0.02378313+0.0269296i
#> inverts -0.21857027-0.392381818i -0.22859309-0.4112511i
#> k
#> sp 217 218
#> pred_eng -0.136105673-0.21850562i -0.14405339-0.2289377i
#> pred_grab -0.192894368-0.33039371i -0.20399003-0.3469011i
#> eels -0.240220737-0.43170790i -0.25380807-0.4539254i
#> pred_crypt -0.088235157-0.15747908i -0.03322997-0.1865963i
#> pred_inv -0.160119362-0.26454541i -0.16941687-0.2774432i
#> pred_plank -0.067658628-0.12978902i -0.07116597-0.1365842i
#> parrotfish 0.008186076+0.06971399i -0.05594853+0.1145715i
#> farm_damsel 0.008186076+0.06971399i -0.05594853+0.1145715i
#> herbs 0.008186076+0.06971399i -0.05594853+0.1145715i
#> inverts -0.240220737-0.43170790i -0.25380807-0.4539254i
#> k
#> sp 219 220
#> pred_eng -0.15332393-0.2401183i -0.1642067-0.252062421i
#> pred_grab -0.21700668-0.3647474i -0.2323960-0.384020601i
#> eels -0.26981008-0.4780845i -0.2888176-0.504363875i
#> pred_crypt 0.07094098-0.1888604i 0.2261401-0.119059792i
#> pred_inv -0.18029004-0.2913216i -0.1930959-0.306221553i
#> pred_plank -0.07528078-0.1440181i -0.0801484-0.152172271i
#> parrotfish -0.18639581+0.1142040i -0.3583799-0.008104958i
#> farm_damsel -0.18639581+0.1142040i -0.3583799-0.008104958i
#> herbs -0.18639581+0.1142040i -0.3583799-0.008104958i
#> inverts -0.26981008-0.4780845i -0.2888176-0.504363875i
#> k
#> sp 221 222
#> pred_eng -0.17708478-0.26473226i -0.1925823-0.2780414i
#> pred_grab -0.25075991-0.40478175i -0.2729347-0.4271452i
#> eels -0.31160915-0.53293805i -0.3391743-0.5640522i
#> pred_crypt 0.40245756+0.08383682i 0.5185914+0.4767893i
#> pred_inv -0.20831178-0.32214092i -0.2266620-0.3390833i
#> pred_plank -0.08595878-0.16113637i -0.0929628-0.1710050i
#> parrotfish -0.46748346-0.32118836i -0.3258900-0.8068636i
#> farm_damsel -0.46748346-0.32118836i -0.3258900-0.8068636i
#> herbs -0.46748346-0.32118836i -0.3258900-0.8068636i
#> inverts -0.31160915-0.53293805i -0.3391743-0.5640522i
#> k
#> sp 223 224
#> pred_eng -0.2118944-0.2923572i -0.23600993-0.3108901i
#> pred_grab -0.2998365-0.4517724i -0.33038858-0.4808612i
#> eels -0.3723258-0.5982768i -0.40953278-0.6362121i
#> pred_crypt 0.4341304+1.0738999i -0.02953052+1.7958974i
#> pred_inv -0.2492258-0.3576120i -0.27592633-0.3807259i
#> pred_plank -0.1014954-0.1818700i -0.11200725-0.1938037i
#> parrotfish 0.2633974-1.2704258i 1.34168037-1.3183655i
#> farm_damsel 0.2633974-1.2704258i 1.34168037-1.3183655i
#> herbs 0.2633974-1.2704258i 1.34168037-1.3183655i
#> inverts -0.3723258-0.5982768i -0.40953278-0.6362121i
#> k
#> sp 225 226 227
#> pred_eng -0.2571451-0.3431969i -0.2326552-0.3909584i -0.0726584-0.3646452i
#> pred_grab -0.3535404-0.5154075i -0.3371530-0.5311435i -0.2580210-0.4117411i
#> eels -0.4415688-0.6725977i -0.4517749-0.6718359i -0.4643007-0.5226932i
#> pred_crypt -1.0275237+2.4294804i -2.5939882+2.6291160i -4.5399528+1.9907522i
#> pred_inv -0.2966813-0.4144256i -0.2715066-0.4477043i -0.1392565-0.3738983i
#> pred_plank -0.1251043-0.2068266i -0.1415611-0.2207909i -0.1628425-0.2346097i
#> parrotfish 2.6048287-0.4921344i 3.3391688+1.4224586i 2.6414525+4.0379349i
#> farm_damsel 2.6048287-0.4921344i 3.3391688+1.4224586i 2.6414525+4.0379349i
#> herbs 2.6048287-0.4921344i 3.3391688+1.4224586i 2.6414525+4.0379349i
#> inverts -0.4415688-0.6725977i -0.4517749-0.6718359i -0.4643007-0.5226932i
#> k
#> sp 228 229
#> pred_eng 0.20415525+0.06269600i -0.003672968+1.3344805i
#> pred_grab -0.27754748+0.09523272i -1.051547874+1.1169057i
#> eels -0.70361133-0.05522735i -1.781180235+0.6600306i
#> pred_crypt -6.40123822+0.20210136i -7.493285977-2.7686407i
#> pred_inv 0.01043870+0.10854941i -0.467321568+1.2986018i
#> pred_plank -0.19828396-0.24883654i -0.256137552-0.3211078i
#> parrotfish -0.05555901+6.22570230i -4.380612153+6.4479384i
#> farm_damsel -0.05555901+6.22570230i -4.380612153+6.4479384i
#> herbs -0.05555901+6.22570230i -4.380612153+6.4479384i
#> inverts -0.70361133-0.05522735i -1.781180235+0.6600306i
#> k
#> sp 230 231
#> pred_eng -2.16417254+3.0316953i -7.236538+ 2.5050690i
#> pred_grab -3.63489831+1.8335434i -8.079866- 0.1741376i
#> eels -4.42569704+0.6570531i -8.201366- 2.1798433i
#> pred_crypt -7.09776951-6.5257208i -4.743484-10.2336926i
#> pred_inv -2.86726114+2.5684055i -7.711752+ 1.3361962i
#> pred_plank -0.02345413-0.5673262i 1.283586+ 0.2452374i
#> parrotfish -8.77169263+3.5687251i -10.937074- 2.2312597i
#> farm_damsel -8.77169263+3.5687251i -10.937074- 2.2312597i
#> herbs -8.77169263+3.5687251i -10.937074- 2.2312597i
#> inverts -4.42569704+0.6570531i -8.201366- 2.1798433i
#> k
#> sp 232 233 234
#> pred_eng -12.45163419- 4.075374i -10.583092-16.33234i 3.255119-25.37648i
#> pred_grab -11.26193341- 7.395896i -7.365901-18.20712i 6.343106-24.68941i
#> eels -9.99140850- 9.493732i -4.991072-19.11323i 8.349707-23.94629i
#> pred_crypt -0.47796342-12.797068i 5.003785-13.20643i 10.471255-10.93283i
#> pred_inv -12.01199448- 5.610479i -9.165307-17.25988i 4.675729-25.12175i
#> pred_plank -0.01239607+ 5.382679i -13.543677+ 5.96850i -21.217137-19.57967i
#> parrotfish -8.99522414- 9.060250i -2.730259-13.90583i 5.863811-14.09548i
#> farm_damsel -8.99522414- 9.060250i -2.730259-13.90583i 5.863811-14.09548i
#> herbs -8.99522414- 9.060250i -2.730259-13.90583i 5.863811-14.09548i
#> inverts -9.99140850- 9.493732i -4.991072-19.11323i 8.349707-23.94629i
#> k
#> sp 235
#> pred_eng 22.48785-19.939476i
#> pred_grab 23.40241-18.323724i
#> eels 23.87026-17.141966i
#> pred_crypt 14.51069- 6.200911i
#> pred_inv 22.93337-19.221185i
#> pred_plank 15.08752-39.620532i
#> parrotfish 13.27942- 8.859096i
#> farm_damsel 13.27942- 8.859096i
#> herbs 13.27942- 8.859096i
#> inverts 23.87026-17.141966i
#>
#> Slot "ft_pred_kernel_d":
#> k
#> sp 1 2 3
#> pred_eng 31.69719+0i 22.48785-19.939476i 3.255119-25.37648i
#> pred_grab 31.27012+0i 23.40241-18.323724i 6.343106-24.68941i
#> eels 30.85581+0i 23.87026-17.141966i 8.349707-23.94629i
#> pred_crypt 15.99951+0i 14.51069- 6.200911i 10.471255-10.93283i
#> pred_inv 31.52542+0i 22.93337-19.221185i 4.675729-25.12175i
#> pred_plank 48.07470+0i 15.08752-39.620532i -21.217137-19.57967i
#> parrotfish 16.20244+0i 13.27942- 8.859096i 5.863811-14.09548i
#> farm_damsel 16.20244+0i 13.27942- 8.859096i 5.863811-14.09548i
#> herbs 16.20244+0i 13.27942- 8.859096i 5.863811-14.09548i
#> inverts 30.85581+0i 23.87026-17.141966i 8.349707-23.94629i
#> k
#> sp 4 5
#> pred_eng -10.583092-16.33234i -12.45163419- 4.075374i
#> pred_grab -7.365901-18.20712i -11.26193341- 7.395896i
#> eels -4.991072-19.11323i -9.99140850- 9.493732i
#> pred_crypt 5.003785-13.20643i -0.47796342-12.797068i
#> pred_inv -9.165307-17.25988i -12.01199448- 5.610479i
#> pred_plank -13.543677+ 5.96850i -0.01239607+ 5.382679i
#> parrotfish -2.730259-13.90583i -8.99522414- 9.060250i
#> farm_damsel -2.730259-13.90583i -8.99522414- 9.060250i
#> herbs -2.730259-13.90583i -8.99522414- 9.060250i
#> inverts -4.991072-19.11323i -9.99140850- 9.493732i
#> k
#> sp 6 7
#> pred_eng -7.236538+ 2.5050690i -2.16417254+3.0316953i
#> pred_grab -8.079866- 0.1741376i -3.63489831+1.8335434i
#> eels -8.201366- 2.1798433i -4.42569704+0.6570531i
#> pred_crypt -4.743484-10.2336926i -7.09776951-6.5257208i
#> pred_inv -7.711752+ 1.3361962i -2.86726114+2.5684055i
#> pred_plank 1.283586+ 0.2452374i -0.02345413-0.5673262i
#> parrotfish -10.937074- 2.2312597i -8.77169263+3.5687251i
#> farm_damsel -10.937074- 2.2312597i -8.77169263+3.5687251i
#> herbs -10.937074- 2.2312597i -8.77169263+3.5687251i
#> inverts -8.201366- 2.1798433i -4.42569704+0.6570531i
#> k
#> sp 8 9
#> pred_eng -0.003672968+1.3344805i 0.20415525+0.06269600i
#> pred_grab -1.051547874+1.1169057i -0.27754748+0.09523272i
#> eels -1.781180235+0.6600306i -0.70361133-0.05522735i
#> pred_crypt -7.493285977-2.7686407i -6.40123822+0.20210136i
#> pred_inv -0.467321568+1.2986018i 0.01043870+0.10854941i
#> pred_plank -0.256137552-0.3211078i -0.19828396-0.24883654i
#> parrotfish -4.380612153+6.4479384i -0.05555901+6.22570230i
#> farm_damsel -4.380612153+6.4479384i -0.05555901+6.22570230i
#> herbs -4.380612153+6.4479384i -0.05555901+6.22570230i
#> inverts -1.781180235+0.6600306i -0.70361133-0.05522735i
#> k
#> sp 10 11 12
#> pred_eng -0.0726584-0.3646452i -0.2326552-0.3909584i -0.2571451-0.3431969i
#> pred_grab -0.2580210-0.4117411i -0.3371530-0.5311435i -0.3535404-0.5154075i
#> eels -0.4643007-0.5226932i -0.4517749-0.6718359i -0.4415688-0.6725977i
#> pred_crypt -4.5399528+1.9907522i -2.5939882+2.6291160i -1.0275237+2.4294804i
#> pred_inv -0.1392565-0.3738983i -0.2715066-0.4477043i -0.2966813-0.4144256i
#> pred_plank -0.1628425-0.2346097i -0.1415611-0.2207909i -0.1251043-0.2068266i
#> parrotfish 2.6414525+4.0379349i 3.3391688+1.4224586i 2.6048287-0.4921344i
#> farm_damsel 2.6414525+4.0379349i 3.3391688+1.4224586i 2.6048287-0.4921344i
#> herbs 2.6414525+4.0379349i 3.3391688+1.4224586i 2.6048287-0.4921344i
#> inverts -0.4643007-0.5226932i -0.4517749-0.6718359i -0.4415688-0.6725977i
#> k
#> sp 13 14
#> pred_eng -0.23600993-0.3108901i -0.2118944-0.2923572i
#> pred_grab -0.33038858-0.4808612i -0.2998365-0.4517724i
#> eels -0.40953278-0.6362121i -0.3723258-0.5982768i
#> pred_crypt -0.02953052+1.7958974i 0.4341304+1.0738999i
#> pred_inv -0.27592633-0.3807259i -0.2492258-0.3576120i
#> pred_plank -0.11200725-0.1938037i -0.1014954-0.1818700i
#> parrotfish 1.34168037-1.3183655i 0.2633974-1.2704258i
#> farm_damsel 1.34168037-1.3183655i 0.2633974-1.2704258i
#> herbs 1.34168037-1.3183655i 0.2633974-1.2704258i
#> inverts -0.40953278-0.6362121i -0.3723258-0.5982768i
#> k
#> sp 15 16
#> pred_eng -0.1925823-0.2780414i -0.17708478-0.26473226i
#> pred_grab -0.2729347-0.4271452i -0.25075991-0.40478175i
#> eels -0.3391743-0.5640522i -0.31160915-0.53293805i
#> pred_crypt 0.5185914+0.4767893i 0.40245756+0.08383682i
#> pred_inv -0.2266620-0.3390833i -0.20831178-0.32214092i
#> pred_plank -0.0929628-0.1710050i -0.08595878-0.16113637i
#> parrotfish -0.3258900-0.8068636i -0.46748346-0.32118836i
#> farm_damsel -0.3258900-0.8068636i -0.46748346-0.32118836i
#> herbs -0.3258900-0.8068636i -0.46748346-0.32118836i
#> inverts -0.3391743-0.5640522i -0.31160915-0.53293805i
#> k
#> sp 17 18
#> pred_eng -0.1642067-0.252062421i -0.15332393-0.2401183i
#> pred_grab -0.2323960-0.384020601i -0.21700668-0.3647474i
#> eels -0.2888176-0.504363875i -0.26981008-0.4780845i
#> pred_crypt 0.2261401-0.119059792i 0.07094098-0.1888604i
#> pred_inv -0.1930959-0.306221553i -0.18029004-0.2913216i
#> pred_plank -0.0801484-0.152172271i -0.07528078-0.1440181i
#> parrotfish -0.3583799-0.008104958i -0.18639581+0.1142040i
#> farm_damsel -0.3583799-0.008104958i -0.18639581+0.1142040i
#> herbs -0.3583799-0.008104958i -0.18639581+0.1142040i
#> inverts -0.2888176-0.504363875i -0.26981008-0.4780845i
#> k
#> sp 19 20
#> pred_eng -0.14405339-0.2289377i -0.136105673-0.21850562i
#> pred_grab -0.20399003-0.3469011i -0.192894368-0.33039371i
#> eels -0.25380807-0.4539254i -0.240220737-0.43170790i
#> pred_crypt -0.03322997-0.1865963i -0.088235157-0.15747908i
#> pred_inv -0.16941687-0.2774432i -0.160119362-0.26454541i
#> pred_plank -0.07116597-0.1365842i -0.067658628-0.12978902i
#> parrotfish -0.05594853+0.1145715i 0.008186076+0.06971399i
#> farm_damsel -0.05594853+0.1145715i 0.008186076+0.06971399i
#> herbs -0.05594853+0.1145715i 0.008186076+0.06971399i
#> inverts -0.25380807-0.4539254i -0.240220737-0.43170790i
#> k
#> sp 21 22
#> pred_eng -0.12924979-0.2087839i -0.12330033-0.199725343i
#> pred_grab -0.18336827-0.3151215i -0.17513466-0.300977713i
#> eels -0.22859309-0.4112511i -0.21857027-0.392381818i
#> pred_crypt -0.10889379-0.1267454i -0.11079991-0.104100213i
#> pred_inv -0.15211639-0.2525658i -0.14518416-0.241434683i
#> pred_plank -0.06464629-0.1235600i -0.06204101-0.117833414i
#> parrotfish 0.02378313+0.0269296i 0.01719520+0.002128186i
#> farm_damsel 0.02378313+0.0269296i 0.01719520+0.002128186i
#> herbs 0.02378313+0.0269296i 0.01719520+0.002128186i
#> inverts -0.22859309-0.4112511i -0.21857027-0.392381818i
#> k
#> sp 23 24
#> pred_eng -0.118108069-0.191279958i -0.1135523069-0.183398179i
#> pred_grab -0.167973433-0.287859532i -0.1617084579-0.275671072i
#> eels -0.209872852-0.374940374i -0.2022788511-0.358782207i
#> pred_crypt -0.105092869-0.090430141i -0.0978545785-0.083210787i
#> pred_inv -0.139143620-0.231081767i -0.1338506687-0.221439503i
#> pred_plank -0.059773313-0.112553335i -0.0577878052-0.107671126i
#> parrotfish 0.006512692-0.006896242i -0.0008288741-0.007532471i
#> farm_damsel 0.006512692-0.006896242i -0.0008288741-0.007532471i
#> herbs 0.006512692-0.006896242i -0.0008288741-0.007532471i
#> inverts -0.209872852-0.374940374i -0.2022788511-0.358782207i
#> k
#> sp 25 26
#> pred_eng -0.109534877-0.176032711i -0.105975444-0.169139412i
#> pred_grab -0.156197766-0.264324633i -0.151326062-0.253740889i
#> eels -0.195610415-0.343778020i -0.189723839-0.329812859i
#> pred_crypt -0.091525617-0.079584465i -0.086591741-0.077528832i
#> pred_inv -0.129188573-0.212444778i -0.125062142-0.204039582i
#> pred_plank -0.056039900-0.103144356i -0.054493420-0.098936005i
#> parrotfish -0.004063332-0.005586565i -0.004776674-0.003811546i
#> farm_damsel -0.004063332-0.005586565i -0.004776674-0.003811546i
#> herbs -0.004063332-0.005586565i -0.004776674-0.003811546i
#> inverts -0.195610415-0.343778020i -0.189723839-0.329812859i
#> k
#> sp 27 28
#> pred_eng -0.102807858-0.162677638i -0.099977322-0.156610294i
#> pred_grab -0.146999035-0.243848566i -0.143139000-0.234583859i
#> eels -0.184502091-0.316784843i -0.179849129-0.304603779i
#> pred_crypt -0.082787779-0.075954640i -0.079723489-0.074414421i
#> pred_inv -0.121393231-0.196171137i -0.118117274-0.188791715i
#> pred_plank -0.053118773-0.095013721i -0.051891580-0.091349171i
#> parrotfish -0.004511565-0.002855418i -0.004096576-0.002506905i
#> farm_damsel -0.004511565-0.002855418i -0.004096576-0.002506905i
#> herbs -0.004511565-0.002855418i -0.004096576-0.002506905i
#> inverts -0.184502091-0.316784843i -0.179849129-0.304603779i
#> k
#> sp 29 30
#> pred_eng -0.097438176-0.150903705i -0.095152153-0.145527396i
#> pred_grab -0.139681547-0.225889753i -0.136572930-0.217715331i
#> eels -0.175685582-0.293189817i -0.171945411-0.282472198i
#> pred_crypt -0.077107873-0.072792378i -0.074774591-0.071100270i
#> pred_inv -0.115180593-0.181858318i -0.112538294-0.175332278i
#> pred_plank -0.050791613-0.087917476i -0.049801983-0.084696735i
#> parrotfish -0.003797043-0.002435426i -0.003619719-0.002437214i
#> farm_damsel -0.003797043-0.002435426i -0.003619719-0.002437214i
#> herbs -0.003797043-0.002435426i -0.003619719-0.002437214i
#> inverts -0.175685582-0.293189817i -0.171945411-0.282472198i
#> k
#> sp 31 32
#> pred_eng -0.093087013-0.140453839i -0.091215448-0.135658184i
#> pred_grab -0.133768037-0.210015100i -0.131228788-0.202748385i
#> eels -0.168573324-0.272388124i -0.165522749-0.262881764i
#> pred_crypt -0.072642889-0.069377660i -0.070676329-0.067656874i
#> pred_inv -0.110152616-0.169178847i -0.107991627-0.163366799i
#> pred_plank -0.048908502-0.081667611i -0.048099183-0.078812984i
#> parrotfish -0.003510055-0.002434173i -0.003426839-0.002412707i
#> farm_damsel -0.003510055-0.002434173i -0.003426839-0.002412707i
#> herbs -0.003510055-0.002434173i -0.003426839-0.002412707i
#> inverts -0.168573324-0.272388124i -0.165522749-0.262881764i
#> k
#> sp 33 34
#> pred_eng -0.08951421-0.131117997i -0.08796343-0.12681302i
#> pred_grab -0.12892287-0.195878766i -0.12682272-0.18937358i
#> eels -0.16275424-0.253903376i -0.16023423-0.24540855i
#> pred_crypt -0.06885676-0.065957394i -0.06717201-0.06428934i
#> pred_inv -0.10602818-0.157868054i -0.10423911-0.15265734i
#> pred_plank -0.04736385-0.076117654i -0.04669380-0.07356809i
#> parrotfish -0.00335166-0.002378887i -0.00327946-0.00233957i
#> farm_damsel -0.00335166-0.002378887i -0.00327946-0.00233957i
#> herbs -0.00335166-0.002378887i -0.00327946-0.00233957i
#> inverts -0.16275424-0.253903376i -0.16023423-0.24540855i
#> k
#> sp 35 36
#> pred_eng -0.08654603-0.122724937i -0.085247270-0.118837175i
#> pred_grab -0.12490471-0.183203494i -0.123148529-0.177342099i
#> eels -0.15793398-0.237357542i -0.155828785-0.229714708i
#> pred_crypt -0.06561141-0.062657633i -0.064164838-0.061064613i
#> pred_inv -0.10260450-0.147711867i -0.101107213-0.143011083i
#> pred_plank -0.04608159-0.071152199i -0.045520788-0.068859174i
#> parrotfish -0.00320998-0.002298386i -0.003143771-0.002256663i
#> farm_damsel -0.00320998-0.002298386i -0.003143771-0.002256663i
#> herbs -0.00320998-0.002298386i -0.003143771-0.002256663i
#> inverts -0.15793398-0.237357542i -0.155828785-0.229714708i
#> k
#> sp 37 38
#> pred_eng -0.084054398-0.115134714i -0.082956318-0.111603925i
#> pred_grab -0.121536588-0.171765585i -0.120053633-0.166452441i
#> eels -0.153897332-0.222448002i -0.152121133-0.215528553i
#> pred_crypt -0.062822647-0.059511393i -0.061575889-0.057998403i
#> pred_inv -0.099732419-0.138536392i -0.098467225-0.134270961i
#> pred_plank -0.045005849-0.066679304i -0.044531940-0.064603854i
#> parrotfish -0.003081101-0.002214763i -0.003021937-0.002172797i
#> farm_damsel -0.003081101-0.002214763i -0.003021937-0.002172797i
#> herbs -0.003081101-0.002214763i -0.003021937-0.002172797i
#> inverts -0.153897332-0.222448002i -0.152121133-0.215528553i
#> k
#> sp 39 40
#> pred_eng -0.08194335-0.108232422i -0.081007004-0.105008929i
#> pred_grab -0.11868637-0.161383193i -0.117423188-0.156540180i
#> eels -0.15048410-0.208930288i -0.148972173-0.202629610i
#> pred_crypt -0.06041637-0.056525625i -0.059336651-0.055092712i
#> pred_inv -0.09730039-0.130199516i -0.096222076-0.126308179i
#> pred_plank -0.04409486-0.062624945i -0.043690912-0.060735454i
#> parrotfish -0.00296611-0.002130847i -0.002913417-0.002089008i
#> farm_damsel -0.00296611-0.002130847i -0.002913417-0.002089008i
#> herbs -0.00296611-0.002130847i -0.002913417-0.002089008i
#> inverts -0.15048410-0.208930288i -0.148972173-0.202629610i
#> k
#> sp 41 42
#> pred_eng -0.08013984-0.101923167i -0.079335284-0.098965747i
#> pred_grab -0.11625388-0.151907348i -0.115169458-0.147470082i
#> eels -0.14757303-0.196605121i -0.146275842-0.190837372i
#> pred_crypt -0.05833000-0.053699054i -0.057390329-0.052343849i
#> pred_inv -0.09522364-0.122584315i -0.094297486-0.119016403i
#> pred_plank -0.04331688-0.058928925i -0.042969900-0.057199498i
#> parrotfish -0.00286366-0.002047373i -0.002816655-0.002006023i
#> farm_damsel -0.00286366-0.002047373i -0.002816655-0.002006023i
#> herbs -0.00286366-0.002047373i -0.002816655-0.002006023i
#> inverts -0.14757303-0.196605121i -0.146275842-0.190837372i
#> k
#> sp 43 44
#> pred_eng -0.07858753-0.096128084i -0.077891434-0.093402310i
#> pred_grab -0.11416201-0.143215051i -0.113224498-0.139130071i
#> eels -0.14507103-0.185308651i -0.143950138-0.180002798i
#> pred_crypt -0.05651213-0.051026146i -0.055690436-0.049744890i
#> pred_inv -0.09343688-0.115593917i -0.092635853-0.112307227i
#> pred_plank -0.04264747-0.055541836i -0.042347343-0.053951075i
#> parrotfish -0.00277223-0.001965028i -0.002730223-0.001924445i
#> farm_damsel -0.00277223-0.001965028i -0.002730223-0.001924445i
#> herbs -0.00277223-0.001965028i -0.002730223-0.001924445i
#> inverts -0.14507103-0.185308651i -0.143950138-0.180002798i
#> k
#> sp 45 46
#> pred_eng -0.077242413-0.090781210i -0.07663639-0.088258149i
#> pred_grab -0.112350694-0.135203988i -0.11153504-0.131426573i
#> eels -0.142905645-0.174905040i -0.14193086-0.170001846i
#> pred_crypt -0.054920723-0.048498955i -0.05419891-0.047287173i
#> pred_inv -0.091889121-0.109147503i -0.09119196-0.106106642i
#> pred_plank -0.042067551-0.052422769i -0.04180632-0.050952849i
#> parrotfish -0.002690483-0.001884318i -0.00265287-0.001844682i
#> farm_damsel -0.002690483-0.001884318i -0.00265287-0.001844682i
#> herbs -0.002690483-0.001884318i -0.00265287-0.001844682i
#> inverts -0.142905645-0.174905040i -0.14193086-0.170001846i
#> k
#> sp 47 48
#> pred_eng -0.07606971-0.085827023i -0.075539112-0.083482204i
#> pred_grab -0.11077257-0.127788429i -0.110058849-0.124280910i
#> eels -0.14101982-0.165280802i -0.140167181-0.160730498i
#> pred_crypt -0.05352128-0.046108350i -0.052884464-0.044961287i
#> pred_inv -0.09054016-0.103177189i -0.089929933-0.100352280i
#> pred_plank -0.04156208-0.049537582i -0.041333405-0.048173538i
#> parrotfish -0.00261725-0.001805567i -0.002583502-0.001766992i
#> farm_damsel -0.00261725-0.001805567i -0.002583502-0.001766992i
#> herbs -0.00261725-0.001805567i -0.002583502-0.001766992i
#> inverts -0.14101982-0.165280802i -0.140167181-0.160730498i
#> k
#> sp 49 50
#> pred_eng -0.075041661-0.081218498i -0.074574716-0.07903110i
#> pred_grab -0.109389889-0.120896047i -0.108762106-0.11762649i
#> eels -0.139368150-0.156340429i -0.138618421-0.15210091i
#> pred_crypt -0.052285407-0.043844792i -0.051721317-0.04275769i
#> pred_inv -0.089357898-0.097625584i -0.088821003-0.09499125i
#> pred_plank -0.041119035-0.046857561i -0.040917827-0.04558674i
#> parrotfish -0.002551509-0.001728973i -0.002521164-0.00169152i
#> farm_damsel -0.002551509-0.001728973i -0.002521164-0.00169152i
#> herbs -0.002551509-0.001728973i -0.002521164-0.00169152i
#> inverts -0.139368150-0.156340429i -0.138618421-0.15210091i
#> k
#> sp 51 52
#> pred_eng -0.074135895-0.076915569i -0.073723047-0.074867779i
#> pred_grab -0.108172270-0.114465426i -0.107617464-0.111406574i
#> eels -0.137914116-0.148002987i -0.137251732-0.144038393i
#> pred_crypt -0.051189650-0.041698815i -0.050688089-0.040667052i
#> pred_inv -0.088316500-0.092443870i -0.087841903-0.089978427i
#> pred_plank -0.040728751-0.044358391i -0.040550877-0.043170026i
#> parrotfish -0.002492368-0.001654639i -0.002465028-0.001618332i
#> farm_damsel -0.002492368-0.001654639i -0.002465028-0.001618332i
#> herbs -0.002492368-0.001654639i -0.002465028-0.001618332i
#> inverts -0.137914116-0.148002987i -0.137251732-0.144038393i
#> k
#> sp 53 54
#> pred_eng -0.073334222-0.072883905i -0.072967653-0.070960392i
#> pred_grab -0.107095048-0.108444092i -0.106602628-0.105572562i
#> eels -0.136628100-0.140199459i -0.136040349-0.136479071i
#> pred_crypt -0.050214514-0.039661302i -0.049766987-0.038680505i
#> pred_inv -0.087394965-0.087590269i -0.086973647-0.085275078i
#> pred_plank -0.040383364-0.042019344i -0.040225449-0.040904210i
#> parrotfish -0.002439055-0.001582598i -0.002414371-0.001547435i
#> farm_damsel -0.002439055-0.001582598i -0.002414371-0.001547435i
#> herbs -0.002439055-0.001582598i -0.002414371-0.001547435i
#> inverts -0.136628100-0.140199459i -0.136040349-0.136479071i
#> k
#> sp 55 56
#> pred_eng -0.072621734-0.069093930i -0.072295001-0.067281434i
#> pred_grab -0.106138030-0.102786948i -0.105699276-0.100082560i
#> eels -0.135485871-0.132870622i -0.134962293-0.129367966i
#> pred_crypt -0.049343733-0.037723638i -0.048943125-0.036789712i
#> pred_inv -0.086576094-0.083028832i -0.086200622-0.080847789i
#> pred_plank -0.040076437-0.039822641i -0.039935697-0.038772793i
#> parrotfish -0.002390898-0.001512837i -0.002368567-0.001478797i
#> farm_damsel -0.002390898-0.001512837i -0.002368567-0.001478797i
#> herbs -0.002390898-0.001512837i -0.002368567-0.001478797i
#> inverts -0.135485871-0.132870622i -0.134962293-0.129367966i
#> k
#> sp 57 58
#> pred_eng -0.071986120-0.065520027i -0.071693874-0.063807021i
#> pred_grab -0.105284561-0.097455026i -0.104892239-0.094900270i
#> eels -0.134467453-0.125965376i -0.133999380-0.122657512i
#> pred_crypt -0.048563668-0.035877777i -0.048203989-0.034986922i
#> pred_inv -0.085845691-0.078728456i -0.085509898-0.076667574i
#> pred_plank -0.039802653-0.037752947i -0.039676779-0.036761502i
#> parrotfish -0.002347312-0.001445307i -0.002327073-0.001412357i
#> farm_damsel -0.002347312-0.001445307i -0.002327073-0.001412357i
#> herbs -0.002347312-0.001445307i -0.002327073-0.001412357i
#> inverts -0.134467453-0.125965376i -0.133999380-0.122657512i
#> k
#> sp 59 60
#> pred_eng -0.071417148-0.062139902i -0.071154920-0.060516317i
#> pred_grab -0.104520805-0.092414478i -0.104168879-0.089994085i
#> eels -0.133556267-0.119439387i -0.133136464-0.116306337i
#> pred_crypt -0.047862826-0.034116268i -0.047539015-0.033264977i
#> pred_inv -0.085191959-0.074662095i -0.084890696-0.072709168i
#> pred_plank -0.039557595-0.035796960i -0.039444660-0.034857923i
#> parrotfish -0.002307792-0.001379938i -0.002289415-0.001348037i
#> farm_damsel -0.002307792-0.001379938i -0.002289415-0.001348037i
#> herbs -0.002307792-0.001379938i -0.002289415-0.001348037i
#> inverts -0.133556267-0.119439387i -0.133136464-0.116306337i
#> k
#> sp 61 62
#> pred_eng -0.070906254-0.058934059i -0.070670289-0.057391059i
#> pred_grab -0.103835196-0.087635752i -0.103518594-0.085336346i
#> eels -0.132738455-0.113253997i -0.132360851-0.110278274i
#> pred_crypt -0.047231481-0.032432242i -0.046939236-0.031617292i
#> pred_inv -0.084605030-0.070806118i -0.084333970-0.068950441i
#> pred_plank -0.039337569-0.033943082i -0.039235951-0.033051208i
#> parrotfish -0.002271894-0.001316644i -0.002255182-0.001285745i
#> farm_damsel -0.002271894-0.001316644i -0.002255182-0.001285745i
#> herbs -0.002271894-0.001316644i -0.002255182-0.001285745i
#> inverts -0.132738455-0.113253997i -0.132360851-0.110278274i
#> k
#> sp 63 64
#> pred_eng -0.070446233-0.05588537i -0.070233356-0.054415167i
#> pred_grab -0.103218006-0.08309293i -0.102932446-0.080902740i
#> eels -0.132002371-0.10737533i -0.131661839-0.104541557i
#> pred_crypt -0.046661364-0.03081939i -0.046397017-0.030037824i
#> pred_inv -0.084076604-0.06713978i -0.083832091-0.065371925i
#> pred_plank -0.039139465-0.03218115i -0.039047795-0.031331831i
#> parrotfish -0.002239236-0.00125533i -0.002224015-0.001225384i
#> farm_damsel -0.002239236-0.00125533i -0.002224015-0.001225384i
#> herbs -0.002239236-0.00125533i -0.002224015-0.001225384i
#> inverts -0.132002371-0.10737533i -0.131661839-0.104541557i
#> k
#> sp 65 66
#> pred_eng -0.070030985-0.052978727i -0.06983850-0.051574427i
#> pred_grab -0.102661008-0.078763177i -0.10240285-0.076671794i
#> eels -0.131338169-0.101773566i -0.13103036-0.099068163i
#> pred_crypt -0.046145412-0.029271921i -0.04590582-0.028521032i
#> pred_inv -0.083599657-0.063644790i -0.08337859-0.061956415i
#> pred_plank -0.038960653-0.030502229i -0.03887777-0.029691388i
#> parrotfish -0.002209481-0.001195897i -0.00219560-0.001166853i
#> farm_damsel -0.002209481-0.001195897i -0.00219560-0.001166853i
#> herbs -0.002209481-0.001195897i -0.00219560-0.001166853i
#> inverts -0.131338169-0.101773566i -0.13103036-0.099068163i
#> k
#> sp 67 68
#> pred_eng -0.069655324-0.050200737i -0.069480927-0.048856214i
#> pred_grab -0.102157209-0.074626284i -0.101923358-0.072624469i
#> eels -0.130737482-0.096422340i -0.130458682-0.093833258i
#> pred_crypt -0.045677575-0.027784537i -0.045460041-0.027061842i
#> pred_inv -0.083168218-0.060304949i -0.082967940-0.058688647i
#> pred_plank -0.038798896-0.028898405i -0.038723805-0.028122431i
#> parrotfish -0.002182337-0.001138242i -0.002169662-0.001110049i
#> farm_damsel -0.002182337-0.001138242i -0.002169662-0.001110049i
#> herbs -0.002182337-0.001138242i -0.002169662-0.001110049i
#> inverts -0.130737482-0.096422340i -0.130458682-0.093833258i
#> k
#> sp 69 70
#> pred_eng -0.069314817-0.047539491i -0.06915654-0.046249278i
#> pred_grab -0.101700637-0.070664294i -0.10148843-0.068743813i
#> eels -0.130193166-0.091298238i -0.12994020-0.088814747i
#> pred_crypt -0.045252642-0.026352378i -0.04505483-0.025655601i
#> pred_inv -0.082777186-0.057105857i -0.08259543-0.055555018i
#> pred_plank -0.038652283-0.027362661i -0.03858413-0.026618336i
#> parrotfish -0.002157545-0.001082263i -0.00214596-0.001054871i
#> farm_damsel -0.002157545-0.001082263i -0.00214596-0.001054871i
#> herbs -0.002157545-0.001082263i -0.00214596-0.001054871i
#> inverts -0.130193166-0.091298238i -0.12994020-0.088814747i
#> k
#> sp 71 72
#> pred_eng -0.069005660-0.044984351i -0.068861796-0.043743550i
#> pred_grab -0.101286168-0.066861185i -0.101093319-0.065014668i
#> eels -0.129699097-0.086380387i -0.129469227-0.083992888i
#> pred_crypt -0.044866116-0.024970989i -0.044686017-0.024298042i
#> pred_inv -0.082422182-0.054034655i -0.082256991-0.052543365i
#> pred_plank -0.038519175-0.025888738i -0.038457235-0.025173185i
#> parrotfish -0.002134881-0.001027861i -0.002124284-0.001001221i
#> farm_damsel -0.002134881-0.001027861i -0.002124284-0.001001221i
#> herbs -0.002134881-0.001027861i -0.002124284-0.001001221i
#> inverts -0.129699097-0.086380387i -0.129469227-0.083992888i
#> k
#> sp 73 74
#> pred_eng -0.068724576-0.0425257765i -0.068593660-0.0413299857i
#> pred_grab -0.100909390-0.0632026068i -0.100733921-0.0614234326i
#> eels -0.129249999-0.0816500974i -0.129040865-0.0793499736i
#> pred_crypt -0.044514099-0.0236362816i -0.044349956-0.0229852476i
#> pred_inv -0.082099435-0.0510798211i -0.081949121-0.0496427625i
#> pred_plank -0.038398158-0.0244710325i -0.038341795-0.0237816684i
#> parrotfish -0.002114147-0.0009749375i -0.002104447-0.0009490004i
#> farm_damsel -0.002114147-0.0009749375i -0.002104447-0.0009490004i
#> herbs -0.002114147-0.0009749375i -0.002104447-0.0009490004i
#> inverts -0.129249999-0.0816500974i -0.129040865-0.0793499736i
#> k
#> sp 75 76
#> pred_eng -0.068468729-0.0401551852i -0.068349488-0.0390004307i
#> pred_grab -0.100566486-0.0596756540i -0.100406686-0.0579578532i
#> eels -0.128841314-0.0770905766i -0.128650869-0.0748700619i
#> pred_crypt -0.044193204-0.0223444993i -0.044043489-0.0217136138i
#> pred_inv -0.081805684-0.0482309908i -0.081668784-0.0468433664i
#> pred_plank -0.038288010-0.0231045111i -0.038236676-0.0224390077i
#> parrotfish -0.002095167-0.0009233976i -0.002086286-0.0008981178i
#> farm_damsel -0.002095167-0.0009233976i -0.002086286-0.0008981178i
#> herbs -0.002095167-0.0009233976i -0.002086286-0.0008981178i
#> inverts -0.128841314-0.0770905766i -0.128650869-0.0748700619i
#> k
#> sp 77 78
#> pred_eng -0.068235660-0.0378648230i -0.068126987-0.0367475054i
#> pred_grab -0.100254149-0.0562686803i -0.100108528-0.0546068494i
#> eels -0.128469087-0.0726866747i -0.128295553-0.0705387433i
#> pred_crypt -0.043900478-0.0210921846i -0.043763858-0.0204798214i
#> pred_inv -0.081538101-0.0454788044i -0.081413340-0.0441362708i
#> pred_plank -0.038187672-0.0217846321i -0.038140888-0.0211408833i
#> parrotfish -0.002077788-0.0008731502i -0.002069655-0.0008484837i
#> farm_damsel -0.002077788-0.0008731502i -0.002069655-0.0008484837i
#> herbs -0.002077788-0.0008731502i -0.002069655-0.0008484837i
#> inverts -0.128469087-0.0726866747i -0.128295553-0.0705387433i
#> k
#> sp 79 80
#> pred_eng -0.068023228-0.035647660i -0.067924157-0.0345645077i
#> pred_grab -0.099969498-0.052971134i -0.099836758-0.0513603648i
#> eels -0.128129881-0.068424674i -0.127971707-0.0663429458i
#> pred_crypt -0.043633339-0.019876149i -0.043508648-0.0192808063i
#> pred_inv -0.081294223-0.042814780i -0.081180491-0.0415133895i
#> pred_plank -0.038096221-0.020507283i -0.038053572-0.0198833768i
#> parrotfish -0.002061873-0.000824108i -0.002054427-0.0008000125i
#> farm_damsel -0.002061873-0.000824108i -0.002054427-0.0008000125i
#> herbs -0.002061873-0.000824108i -0.002054427-0.0008000125i
#> inverts -0.128129881-0.068424674i -0.127971707-0.0663429458i
#> k
#> sp 81 82
#> pred_eng -0.067829564-0.0334973014i -0.067739251-0.0324453282i
#> pred_grab -0.099710023-0.0497734225i -0.099589028-0.0482092384i
#> eels -0.127820694-0.0642921064i -0.127676525-0.0622707668i
#> pred_crypt -0.043389529-0.0186934462i -0.043275741-0.0181137340i
#> pred_inv -0.081071902-0.0402312011i -0.080968228-0.0389673541i
#> pred_plank -0.038012851-0.0192687279i -0.037973973-0.0186629205i
#> parrotfish -0.002047302-0.0007761873i -0.002040487-0.0007526224i
#> farm_damsel -0.002047302-0.0007761873i -0.002040487-0.0007526224i
#> herbs -0.002047302-0.0007761873i -0.002040487-0.0007526224i
#> inverts -0.127820694-0.0642921064i -0.127676525-0.0622707668i
#> k
#> sp 83 84
#> pred_eng -0.067653034-0.0314079052i -0.067570740-0.0303843779i
#> pred_grab -0.099473525-0.0466667892i -0.099363282-0.0451450945i
#> eels -0.127538904-0.0602775983i -0.127407554-0.0583113280i
#> pred_crypt -0.043167062-0.0175413476i -0.043063278-0.0169759762i
#> pred_inv -0.080869259-0.0377210253i -0.080774793-0.0364914256i
#> pred_plank -0.037936859-0.0180655562i -0.037901434-0.0174762536i
#> parrotfish -0.002033969-0.0007293082i -0.002027737-0.0007062354i
#> farm_damsel -0.002033969-0.0007293082i -0.002027737-0.0007062354i
#> herbs -0.002033969-0.0007293082i -0.002027737-0.0007062354i
#> inverts -0.127538904-0.0602775983i -0.127407554-0.0583113280i
#> k
#> sp 85 86
#> pred_eng -0.067492206-0.0293741187i -0.067417281-0.0283765249i
#> pred_grab -0.099258081-0.0436432146i -0.099157718-0.0421602470i
#> eels -0.127282214-0.0563707356i -0.127162641-0.0544546500i
#> pred_crypt -0.042964194-0.0164173200i -0.042869624-0.0158650896i
#> pred_inv -0.080684647-0.0352777984i -0.080598644-0.0340794175i
#> pred_plank -0.037867628-0.0168946469i -0.037835376-0.0163203851i
#> parrotfish -0.002021779-0.0006833946i -0.002016086-0.0006607769i
#> farm_damsel -0.002021779-0.0006833946i -0.002016086-0.0006607769i
#> herbs -0.002021779-0.0006833946i -0.002016086-0.0006607769i
#> inverts -0.127282214-0.0563707356i -0.127162641-0.0544546500i
#> k
#> sp 87 88
#> pred_eng -0.067345822-0.0273910175i -0.067277696-0.0264170396i
#> pred_grab -0.099062001-0.0406953253i -0.098970752-0.0392476159i
#> eels -0.127048606-0.0525619467i -0.126939897-0.0506915440i
#> pred_crypt -0.042779392-0.0153190054i -0.042693336-0.0147787970i
#> pred_inv -0.080516621-0.0328955852i -0.080438425-0.0317256302i
#> pred_plank -0.037804616-0.0157531311i -0.037775291-0.0151925608i
#> parrotfish -0.002010648-0.0006383735i -0.002005456-0.0006161758i
#> farm_damsel -0.002010648-0.0006383735i -0.002005456-0.0006161758i
#> herbs -0.002010648-0.0006383735i -0.002005456-0.0006161758i
#> inverts -0.127048606-0.0525619467i -0.126939897-0.0506915440i
#> k
#> sp 89 90
#> pred_eng -0.067212777-0.0254540549i -0.067150949-0.0245015469i
#> pred_grab -0.098883802-0.0378163167i -0.098800993-0.0364006549i
#> eels -0.126836311-0.0488424014i -0.126737661-0.0470135164i
#> pred_crypt -0.042611302-0.0142442028i -0.042533146-0.0137149696i
#> pred_inv -0.080363912-0.0305689066i -0.080292947-0.0294247920i
#> pred_plank -0.037747347-0.0146383623i -0.037720733-0.0140902350i
#> parrotfish -0.002000502-0.0005941755i -0.001995777-0.0005723642i
#> farm_damsel -0.002000502-0.0005941755i -0.001995777-0.0005723642i
#> herbs -0.002000502-0.0005941755i -0.001995777-0.0005723642i
#> inverts -0.126836311-0.0488424014i -0.126737661-0.0470135164i
#> k
#> sp 91 92
#> pred_eng -0.067092101-0.0235590170i -0.067036129-0.0226259840i
#> pred_grab -0.098722178-0.0349998851i -0.098647217-0.0336132879i
#> eels -0.126643770-0.0452039221i -0.126554473-0.0434126855i
#> pred_crypt -0.042458732-0.0131908519i -0.042387934-0.0126716117i
#> pred_inv -0.080225403-0.0282926859i -0.080161161-0.0271720087i
#> pred_plank -0.037695402-0.0135478893i -0.037671310-0.0130110455i
#> parrotfish -0.001991274-0.0005507341i -0.001986987-0.0005292773i
#> farm_damsel -0.001991274-0.0005507341i -0.001986987-0.0005292773i
#> herbs -0.001991274-0.0005507341i -0.001986987-0.0005292773i
#> inverts -0.126643770-0.0452039221i -0.126554473-0.0434126855i
#> k
#> sp 93 94
#> pred_eng -0.066982937-0.021701983i -0.06693243-0.0207865632i
#> pred_grab -0.098575982-0.032240168i -0.09850835-0.0308798525i
#> eels -0.126469615-0.041638905i -0.12638905-0.0398817088i
#> pred_crypt -0.042320633-0.012157018i -0.04225672-0.0116468462i
#> pred_inv -0.080100111-0.026062200i -0.08004215-0.0249627184i
#> pred_plank -0.037648414-0.012479433i -0.03762668-0.0119527915i
#> parrotfish -0.001982907-0.000507986i -0.00197903-0.0004868528i
#> farm_damsel -0.001982907-0.000507986i -0.00197903-0.0004868528i
#> herbs -0.001982907-0.000507986i -0.00197903-0.0004868528i
#> inverts -0.126469615-0.041638905i -0.12638905-0.0398817088i
#> k
#> sp 95 96
#> pred_eng -0.066884536-0.0198792895i -0.066839162-0.0189797390i
#> pred_grab -0.098444206-0.0295316905i -0.098383445-0.0281950505i
#> eels -0.126312643-0.0381402524i -0.126240265-0.0364137175i
#> pred_crypt -0.042196078-0.0111408784i -0.042138623-0.0106389020i
#> pred_inv -0.079987175-0.0238730385i -0.079935099-0.0227926516i
#> pred_plank -0.037606059-0.0114308670i -0.037586529-0.0109134145i
#> parrotfish -0.001975349-0.0004658702i -0.001971858-0.0004450311i
#> farm_damsel -0.001975349-0.0004658702i -0.001971858-0.0004450311i
#> herbs -0.001975349-0.0004658702i -0.001971858-0.0004450311i
#> inverts -0.126312643-0.0381402524i -0.126240265-0.0364137175i
#> k
#> sp 97 98
#> pred_eng -0.066796238-0.0180875016i -0.066755695-0.0172021788i
#> pred_grab -0.098325966-0.0268693200i -0.098271676-0.0255539037i
#> eels -0.126171799-0.0347013102i -0.126107131-0.0330022592i
#> pred_crypt -0.042084257-0.0101407103i -0.042032895-0.0096461016i
#> pred_inv -0.079885836-0.0217210641i -0.079839306-0.0206577961i
#> pred_plank -0.037568053-0.0104001960i -0.037550602-0.0098909804i
#> parrotfish -0.001968553-0.0004243283i -0.001965428-0.0004037549i
#> farm_damsel -0.001968553-0.0004243283i -0.001965428-0.0004037549i
#> herbs -0.001968553-0.0004243283i -0.001965428-0.0004037549i
#> inverts -0.126171799-0.0347013102i -0.126107131-0.0330022592i
#> k
#> sp 99 100
#> pred_eng -0.06671747-0.0163233831i -0.066681495-0.0154507368i
#> pred_grab -0.09822049-0.0242482230i -0.098172319-0.0229517142i
#> eels -0.12604616-0.0313158145i -0.125988786-0.0296412460i
#> pred_crypt -0.04198446-0.0091548792i -0.041938865-0.0086668509i
#> pred_inv -0.07979543-0.0196023810i -0.079754149-0.0185543646i
#> pred_plank -0.03753415-0.0093855430i -0.037518665-0.0088836649i
#> parrotfish -0.00196248-0.0003833041i -0.001959703-0.0003629691i
#> farm_damsel -0.00196248-0.0003833041i -0.001959703-0.0003629691i
#> herbs -0.00196248-0.0003833041i -0.001959703-0.0003629691i
#> inverts -0.12604616-0.0313158145i -0.125988786-0.0296412460i
#> k
#> sp 101 102
#> pred_eng -0.066647720-0.0145838721i -0.066616092-0.0137224298i
#> pred_grab -0.098127096-0.0216638281i -0.098084746-0.0203840287i
#> eels -0.125934920-0.0279778420i -0.125884478-0.0263249081i
#> pred_crypt -0.041896052-0.0081818289i -0.041855952-0.0076996291i
#> pred_inv -0.079715388-0.0175133039i -0.079679091-0.0164787668i
#> pred_plank -0.037504128-0.0083851328i -0.037490514-0.0078897386i
#> parrotfish -0.001957094-0.0003427435i -0.001954649-0.0003226205i
#> farm_damsel -0.001957094-0.0003427435i -0.001954649-0.0003226205i
#> herbs -0.001957094-0.0003427435i -0.001954649-0.0003226205i
#> inverts -0.125934920-0.0279778420i -0.125884478-0.0263249081i
#> k
#> sp 103 104
#> pred_eng -0.066586561-0.012866059i -0.066559082-0.0120144164i
#> pred_grab -0.098045206-0.019111792i -0.098008413-0.0178466064i
#> eels -0.125837381-0.024681766i -0.125793559-0.0230477523i
#> pred_crypt -0.041818506-0.007220071i -0.041783656-0.0067429792i
#> pred_inv -0.079645200-0.015450331i -0.079613664-0.0144275829i
#> pred_plank -0.037477804-0.007397279i -0.037465976-0.0069075552i
#> parrotfish -0.001952365-0.000302594i -0.001950239-0.0002826575i
#> farm_damsel -0.001952365-0.000302594i -0.001950239-0.0002826575i
#> herbs -0.001952365-0.000302594i -0.001950239-0.0002826575i
#> inverts -0.125837381-0.024681766i -0.125793559-0.0230477523i
#> k
#> sp 105 106
#> pred_eng -0.066533613-0.0111671657i -0.066510117-0.010323977i
#> pred_grab -0.097974313-0.0165879694i -0.097942854-0.015335389i
#> eels -0.125752944-0.0214222169i -0.125715474-0.019804523i
#> pred_crypt -0.041751351-0.0062681789i -0.041721544-0.005795500i
#> pred_inv -0.079584436-0.0134101183i -0.079557472-0.012397540i
#> pred_plank -0.037455014-0.0064203723i -0.037444901-0.005935539i
#> parrotfish -0.001948266-0.0002628048i -0.001946446-0.000243030i
#> farm_damsel -0.001948266-0.0002628048i -0.001946446-0.000243030i
#> herbs -0.001948266-0.0002628048i -0.001946446-0.000243030i
#> inverts -0.125752944-0.0214222169i -0.125715474-0.019804523i
#> k
#> sp 107 108
#> pred_eng -0.066488558-0.0094845265i -0.066468904-0.0086484958i
#> pred_grab -0.097913989-0.0140883829i -0.097887675-0.0128464754i
#> eels -0.125681095-0.0181940441i -0.125649754-0.0165901663i
#> pred_crypt -0.041694192-0.0053247748i -0.041669253-0.0048558379i
#> pred_inv -0.079532731-0.0113894590i -0.079510176-0.0103854916i
#> pred_plank -0.037435622-0.0054528691i -0.037427163-0.0049721770i
#> parrotfish -0.001944775-0.0002233267i -0.001943251-0.0002036892i
#> farm_damsel -0.001944775-0.0002233267i -0.001943251-0.0002036892i
#> herbs -0.001944775-0.0002233267i -0.001943251-0.0002036892i
#> inverts -0.125681095-0.0181940441i -0.125649754-0.0165901663i
#> k
#> sp 109 110
#> pred_eng -0.066451127-0.0078155714i -0.066435200-0.0069854444i
#> pred_grab -0.097863874-0.0116091992i -0.097842549-0.0103760936i
#> eels -0.125621406-0.0149922838i -0.125596009-0.0133998001i
#> pred_crypt -0.041646694-0.0043885265i -0.041626480-0.0039226795i
#> pred_inv -0.079489775-0.0093852608i -0.079471497-0.0083883949i
#> pred_plank -0.037419511-0.0044932817i -0.037412656-0.0040160044i
#> parrotfish -0.001941872-0.0001841114i -0.001940636-0.0001645876i
#> farm_damsel -0.001941872-0.0001841114i -0.001940636-0.0001645876i
#> herbs -0.001941872-0.0001841114i -0.001940636-0.0001645876i
#> inverts -0.125621406-0.0149922838i -0.125596009-0.0133998001i
#> k
#> sp 111 112
#> pred_eng -0.066421100-0.0061578097i -0.066408806-0.0053323659i
#> pred_grab -0.097823672-0.0091467037i -0.097807213-0.0079205801i
#> eels -0.125573525-0.0118121264i -0.125553922-0.0102286807i
#> pred_crypt -0.041608584-0.0034581379i -0.041592980-0.0029947444i
#> pred_inv -0.079455316-0.0073945271i -0.079441208-0.0064032946i
#> pred_plank -0.037406587-0.0035401687i -0.037401296-0.0030656001i
#> parrotfish -0.001939541-0.0001451118i -0.001938587-0.0001256783i
#> farm_damsel -0.001939541-0.0001451118i -0.001938587-0.0001256783i
#> herbs -0.001939541-0.0001451118i -0.001938587-0.0001256783i
#> inverts -0.125573525-0.0118121264i -0.125553922-0.0102286807i
#> k
#> sp 113 114
#> pred_eng -0.066398301-0.0045088148i -0.066389570-3.686861e-03i
#> pred_grab -0.097793149-0.0066972780i -0.097781459-5.476357e-03i
#> eels -0.125537172-0.0086488873i -0.125523250-7.072175e-03i
#> pred_crypt -0.041579645-0.0025323429i -0.041568562-2.070779e-03i
#> pred_inv -0.079429153-0.0054143386i -0.079419133-4.427304e-03i
#> pred_plank -0.037396775-0.0025921261i -0.037393017-2.119576e-03i
#> parrotfish -0.001937771-0.0001062815i -0.001937092-8.691553e-05i
#> farm_damsel -0.001937771-0.0001062815i -0.001937092-8.691553e-05i
#> herbs -0.001937771-0.0001062815i -0.001937092-8.691553e-05i
#> inverts -0.125537172-0.0086488873i -0.125523250-7.072175e-03i
#> k
#> sp 115 116
#> pred_eng -0.066382600-2.866210e-03i -0.066377381-2.046571e-03i
#> pred_grab -0.097772128-4.257378e-03i -0.097765141-3.039909e-03i
#> eels -0.125512136-5.497979e-03i -0.125503815-3.925735e-03i
#> pred_crypt -0.041559713-1.609898e-03i -0.041553088-1.149549e-03i
#> pred_inv -0.079411135-3.441836e-03i -0.079405146-2.457587e-03i
#> pred_plank -0.037390017-1.647779e-03i -0.037387771-1.176568e-03i
#> parrotfish -0.001936551-6.757483e-05i -0.001936145-4.825375e-05i
#> farm_damsel -0.001936551-6.757483e-05i -0.001936145-4.825375e-05i
#> herbs -0.001936551-6.757483e-05i -0.001936145-4.825375e-05i
#> inverts -0.125512136-5.497979e-03i -0.125503815-3.925735e-03i
#> k
#> sp 117 118
#> pred_eng -0.066373906-1.227654e-03i -0.06637217-4.091700e-04i
#> pred_grab -0.097760489-1.823515e-03i -0.09775816-6.077668e-04i
#> eels -0.125498274-2.354885e-03i -0.12549551-7.848688e-04i
#> pred_crypt -0.041548676-6.895779e-04i -0.04154647-2.298341e-04i
#> pred_inv -0.079401158-1.474205e-03i -0.07939917-4.913439e-04i
#> pred_plank -0.037386275-7.057738e-04i -0.03738553-2.352302e-04i
#> parrotfish -0.001935875-2.894665e-05i -0.00193574-9.647952e-06i
#> farm_damsel -0.001935875-2.894665e-05i -0.00193574-9.647952e-06i
#> herbs -0.001935875-2.894665e-05i -0.00193574-9.647952e-06i
#> inverts -0.125498274-2.354885e-03i -0.12549551-7.848688e-04i
#> k
#> sp 119 120
#> pred_eng -0.06637217+4.091700e-04i -0.066373906+1.227654e-03i
#> pred_grab -0.09775816+6.077668e-04i -0.097760489+1.823515e-03i
#> eels -0.12549551+7.848688e-04i -0.125498274+2.354885e-03i
#> pred_crypt -0.04154647+2.298341e-04i -0.041548676+6.895779e-04i
#> pred_inv -0.07939917+4.913439e-04i -0.079401158+1.474205e-03i
#> pred_plank -0.03738553+2.352302e-04i -0.037386275+7.057738e-04i
#> parrotfish -0.00193574+9.647952e-06i -0.001935875+2.894665e-05i
#> farm_damsel -0.00193574+9.647952e-06i -0.001935875+2.894665e-05i
#> herbs -0.00193574+9.647952e-06i -0.001935875+2.894665e-05i
#> inverts -0.12549551+7.848688e-04i -0.125498274+2.354885e-03i
#> k
#> sp 121 122
#> pred_eng -0.066377381+2.046571e-03i -0.066382600+2.866210e-03i
#> pred_grab -0.097765141+3.039909e-03i -0.097772128+4.257378e-03i
#> eels -0.125503815+3.925735e-03i -0.125512136+5.497979e-03i
#> pred_crypt -0.041553088+1.149549e-03i -0.041559713+1.609898e-03i
#> pred_inv -0.079405146+2.457587e-03i -0.079411135+3.441836e-03i
#> pred_plank -0.037387771+1.176568e-03i -0.037390017+1.647779e-03i
#> parrotfish -0.001936145+4.825375e-05i -0.001936551+6.757483e-05i
#> farm_damsel -0.001936145+4.825375e-05i -0.001936551+6.757483e-05i
#> herbs -0.001936145+4.825375e-05i -0.001936551+6.757483e-05i
#> inverts -0.125503815+3.925735e-03i -0.125512136+5.497979e-03i
#> k
#> sp 123 124
#> pred_eng -0.066389570+3.686861e-03i -0.066398301+0.0045088148i
#> pred_grab -0.097781459+5.476357e-03i -0.097793149+0.0066972780i
#> eels -0.125523250+7.072175e-03i -0.125537172+0.0086488873i
#> pred_crypt -0.041568562+2.070779e-03i -0.041579645+0.0025323429i
#> pred_inv -0.079419133+4.427304e-03i -0.079429153+0.0054143386i
#> pred_plank -0.037393017+2.119576e-03i -0.037396775+0.0025921261i
#> parrotfish -0.001937092+8.691553e-05i -0.001937771+0.0001062815i
#> farm_damsel -0.001937092+8.691553e-05i -0.001937771+0.0001062815i
#> herbs -0.001937092+8.691553e-05i -0.001937771+0.0001062815i
#> inverts -0.125523250+7.072175e-03i -0.125537172+0.0086488873i
#> k
#> sp 125 126
#> pred_eng -0.066408806+0.0053323659i -0.066421100+0.0061578097i
#> pred_grab -0.097807213+0.0079205801i -0.097823672+0.0091467037i
#> eels -0.125553922+0.0102286807i -0.125573525+0.0118121264i
#> pred_crypt -0.041592980+0.0029947444i -0.041608584+0.0034581379i
#> pred_inv -0.079441208+0.0064032946i -0.079455316+0.0073945271i
#> pred_plank -0.037401296+0.0030656001i -0.037406587+0.0035401687i
#> parrotfish -0.001938587+0.0001256783i -0.001939541+0.0001451118i
#> farm_damsel -0.001938587+0.0001256783i -0.001939541+0.0001451118i
#> herbs -0.001938587+0.0001256783i -0.001939541+0.0001451118i
#> inverts -0.125553922+0.0102286807i -0.125573525+0.0118121264i
#> k
#> sp 127 128
#> pred_eng -0.066435200+0.0069854444i -0.066451127+0.0078155714i
#> pred_grab -0.097842549+0.0103760936i -0.097863874+0.0116091992i
#> eels -0.125596009+0.0133998001i -0.125621406+0.0149922838i
#> pred_crypt -0.041626480+0.0039226795i -0.041646694+0.0043885265i
#> pred_inv -0.079471497+0.0083883949i -0.079489775+0.0093852608i
#> pred_plank -0.037412656+0.0040160044i -0.037419511+0.0044932817i
#> parrotfish -0.001940636+0.0001645876i -0.001941872+0.0001841114i
#> farm_damsel -0.001940636+0.0001645876i -0.001941872+0.0001841114i
#> herbs -0.001940636+0.0001645876i -0.001941872+0.0001841114i
#> inverts -0.125596009+0.0133998001i -0.125621406+0.0149922838i
#> k
#> sp 129 130
#> pred_eng -0.066468904+0.0086484958i -0.066488558+0.0094845265i
#> pred_grab -0.097887675+0.0128464754i -0.097913989+0.0140883829i
#> eels -0.125649754+0.0165901663i -0.125681095+0.0181940441i
#> pred_crypt -0.041669253+0.0048558379i -0.041694192+0.0053247748i
#> pred_inv -0.079510176+0.0103854916i -0.079532731+0.0113894590i
#> pred_plank -0.037427163+0.0049721770i -0.037435622+0.0054528691i
#> parrotfish -0.001943251+0.0002036892i -0.001944775+0.0002233267i
#> farm_damsel -0.001943251+0.0002036892i -0.001944775+0.0002233267i
#> herbs -0.001943251+0.0002036892i -0.001944775+0.0002233267i
#> inverts -0.125649754+0.0165901663i -0.125681095+0.0181940441i
#> k
#> sp 131 132
#> pred_eng -0.066510117+0.010323977i -0.066533613+0.0111671657i
#> pred_grab -0.097942854+0.015335389i -0.097974313+0.0165879694i
#> eels -0.125715474+0.019804523i -0.125752944+0.0214222169i
#> pred_crypt -0.041721544+0.005795500i -0.041751351+0.0062681789i
#> pred_inv -0.079557472+0.012397540i -0.079584436+0.0134101183i
#> pred_plank -0.037444901+0.005935539i -0.037455014+0.0064203723i
#> parrotfish -0.001946446+0.000243030i -0.001948266+0.0002628048i
#> farm_damsel -0.001946446+0.000243030i -0.001948266+0.0002628048i
#> herbs -0.001946446+0.000243030i -0.001948266+0.0002628048i
#> inverts -0.125715474+0.019804523i -0.125752944+0.0214222169i
#> k
#> sp 133 134
#> pred_eng -0.066559082+0.0120144164i -0.066586561+0.012866059i
#> pred_grab -0.098008413+0.0178466064i -0.098045206+0.019111792i
#> eels -0.125793559+0.0230477523i -0.125837381+0.024681766i
#> pred_crypt -0.041783656+0.0067429792i -0.041818506+0.007220071i
#> pred_inv -0.079613664+0.0144275829i -0.079645200+0.015450331i
#> pred_plank -0.037465976+0.0069075552i -0.037477804+0.007397279i
#> parrotfish -0.001950239+0.0002826575i -0.001952365+0.000302594i
#> farm_damsel -0.001950239+0.0002826575i -0.001952365+0.000302594i
#> herbs -0.001950239+0.0002826575i -0.001952365+0.000302594i
#> inverts -0.125793559+0.0230477523i -0.125837381+0.024681766i
#> k
#> sp 135 136
#> pred_eng -0.066616092+0.0137224298i -0.066647720+0.0145838721i
#> pred_grab -0.098084746+0.0203840287i -0.098127096+0.0216638281i
#> eels -0.125884478+0.0263249081i -0.125934920+0.0279778420i
#> pred_crypt -0.041855952+0.0076996291i -0.041896052+0.0081818289i
#> pred_inv -0.079679091+0.0164787668i -0.079715388+0.0175133039i
#> pred_plank -0.037490514+0.0078897386i -0.037504128+0.0083851328i
#> parrotfish -0.001954649+0.0003226205i -0.001957094+0.0003427435i
#> farm_damsel -0.001954649+0.0003226205i -0.001957094+0.0003427435i
#> herbs -0.001954649+0.0003226205i -0.001957094+0.0003427435i
#> inverts -0.125884478+0.0263249081i -0.125934920+0.0279778420i
#> k
#> sp 137 138
#> pred_eng -0.066681495+0.0154507368i -0.06671747+0.0163233831i
#> pred_grab -0.098172319+0.0229517142i -0.09822049+0.0242482230i
#> eels -0.125988786+0.0296412460i -0.12604616+0.0313158145i
#> pred_crypt -0.041938865+0.0086668509i -0.04198446+0.0091548792i
#> pred_inv -0.079754149+0.0185543646i -0.07979543+0.0196023810i
#> pred_plank -0.037518665+0.0088836649i -0.03753415+0.0093855430i
#> parrotfish -0.001959703+0.0003629691i -0.00196248+0.0003833041i
#> farm_damsel -0.001959703+0.0003629691i -0.00196248+0.0003833041i
#> herbs -0.001959703+0.0003629691i -0.00196248+0.0003833041i
#> inverts -0.125988786+0.0296412460i -0.12604616+0.0313158145i
#> k
#> sp 139 140
#> pred_eng -0.066755695+0.0172021788i -0.066796238+0.0180875016i
#> pred_grab -0.098271676+0.0255539037i -0.098325966+0.0268693200i
#> eels -0.126107131+0.0330022592i -0.126171799+0.0347013102i
#> pred_crypt -0.042032895+0.0096461016i -0.042084257+0.0101407103i
#> pred_inv -0.079839306+0.0206577961i -0.079885836+0.0217210641i
#> pred_plank -0.037550602+0.0098909804i -0.037568053+0.0104001960i
#> parrotfish -0.001965428+0.0004037549i -0.001968553+0.0004243283i
#> farm_damsel -0.001965428+0.0004037549i -0.001968553+0.0004243283i
#> herbs -0.001965428+0.0004037549i -0.001968553+0.0004243283i
#> inverts -0.126107131+0.0330022592i -0.126171799+0.0347013102i
#> k
#> sp 141 142
#> pred_eng -0.066839162+0.0189797390i -0.066884536+0.0198792895i
#> pred_grab -0.098383445+0.0281950505i -0.098444206+0.0295316905i
#> eels -0.126240265+0.0364137175i -0.126312643+0.0381402524i
#> pred_crypt -0.042138623+0.0106389020i -0.042196078+0.0111408784i
#> pred_inv -0.079935099+0.0227926516i -0.079987175+0.0238730385i
#> pred_plank -0.037586529+0.0109134145i -0.037606059+0.0114308670i
#> parrotfish -0.001971858+0.0004450311i -0.001975349+0.0004658702i
#> farm_damsel -0.001971858+0.0004450311i -0.001975349+0.0004658702i
#> herbs -0.001971858+0.0004450311i -0.001975349+0.0004658702i
#> inverts -0.126240265+0.0364137175i -0.126312643+0.0381402524i
#> k
#> sp 143 144
#> pred_eng -0.06693243+0.0207865632i -0.066982937+0.021701983i
#> pred_grab -0.09850835+0.0308798525i -0.098575982+0.032240168i
#> eels -0.12638905+0.0398817088i -0.126469615+0.041638905i
#> pred_crypt -0.04225672+0.0116468462i -0.042320633+0.012157018i
#> pred_inv -0.08004215+0.0249627184i -0.080100111+0.026062200i
#> pred_plank -0.03762668+0.0119527915i -0.037648414+0.012479433i
#> parrotfish -0.00197903+0.0004868528i -0.001982907+0.000507986i
#> farm_damsel -0.00197903+0.0004868528i -0.001982907+0.000507986i
#> herbs -0.00197903+0.0004868528i -0.001982907+0.000507986i
#> inverts -0.12638905+0.0398817088i -0.126469615+0.041638905i
#> k
#> sp 145 146
#> pred_eng -0.067036129+0.0226259840i -0.067092101+0.0235590170i
#> pred_grab -0.098647217+0.0336132879i -0.098722178+0.0349998851i
#> eels -0.126554473+0.0434126855i -0.126643770+0.0452039221i
#> pred_crypt -0.042387934+0.0126716117i -0.042458732+0.0131908519i
#> pred_inv -0.080161161+0.0271720087i -0.080225403+0.0282926859i
#> pred_plank -0.037671310+0.0130110455i -0.037695402+0.0135478893i
#> parrotfish -0.001986987+0.0005292773i -0.001991274+0.0005507341i
#> farm_damsel -0.001986987+0.0005292773i -0.001991274+0.0005507341i
#> herbs -0.001986987+0.0005292773i -0.001991274+0.0005507341i
#> inverts -0.126554473+0.0434126855i -0.126643770+0.0452039221i
#> k
#> sp 147 148
#> pred_eng -0.067150949+0.0245015469i -0.067212777+0.0254540549i
#> pred_grab -0.098800993+0.0364006549i -0.098883802+0.0378163167i
#> eels -0.126737661+0.0470135164i -0.126836311+0.0488424014i
#> pred_crypt -0.042533146+0.0137149696i -0.042611302+0.0142442028i
#> pred_inv -0.080292947+0.0294247920i -0.080363912+0.0305689066i
#> pred_plank -0.037720733+0.0140902350i -0.037747347+0.0146383623i
#> parrotfish -0.001995777+0.0005723642i -0.002000502+0.0005941755i
#> farm_damsel -0.001995777+0.0005723642i -0.002000502+0.0005941755i
#> herbs -0.001995777+0.0005723642i -0.002000502+0.0005941755i
#> inverts -0.126737661+0.0470135164i -0.126836311+0.0488424014i
#> k
#> sp 149 150
#> pred_eng -0.067277696+0.0264170396i -0.067345822+0.0273910175i
#> pred_grab -0.098970752+0.0392476159i -0.099062001+0.0406953253i
#> eels -0.126939897+0.0506915440i -0.127048606+0.0525619467i
#> pred_crypt -0.042693336+0.0147787970i -0.042779392+0.0153190054i
#> pred_inv -0.080438425+0.0317256302i -0.080516621+0.0328955852i
#> pred_plank -0.037775291+0.0151925608i -0.037804616+0.0157531311i
#> parrotfish -0.002005456+0.0006161758i -0.002010648+0.0006383735i
#> farm_damsel -0.002005456+0.0006161758i -0.002010648+0.0006383735i
#> herbs -0.002005456+0.0006161758i -0.002010648+0.0006383735i
#> inverts -0.126939897+0.0506915440i -0.127048606+0.0525619467i
#> k
#> sp 151 152
#> pred_eng -0.067417281+0.0283765249i -0.067492206+0.0293741187i
#> pred_grab -0.099157718+0.0421602470i -0.099258081+0.0436432146i
#> eels -0.127162641+0.0544546500i -0.127282214+0.0563707356i
#> pred_crypt -0.042869624+0.0158650896i -0.042964194+0.0164173200i
#> pred_inv -0.080598644+0.0340794175i -0.080684647+0.0352777984i
#> pred_plank -0.037835376+0.0163203851i -0.037867628+0.0168946469i
#> parrotfish -0.002016086+0.0006607769i -0.002021779+0.0006833946i
#> farm_damsel -0.002016086+0.0006607769i -0.002021779+0.0006833946i
#> herbs -0.002016086+0.0006607769i -0.002021779+0.0006833946i
#> inverts -0.127162641+0.0544546500i -0.127282214+0.0563707356i
#> k
#> sp 153 154
#> pred_eng -0.067570740+0.0303843779i -0.067653034+0.0314079052i
#> pred_grab -0.099363282+0.0451450945i -0.099473525+0.0466667892i
#> eels -0.127407554+0.0583113280i -0.127538904+0.0602775983i
#> pred_crypt -0.043063278+0.0169759762i -0.043167062+0.0175413476i
#> pred_inv -0.080774793+0.0364914256i -0.080869259+0.0377210253i
#> pred_plank -0.037901434+0.0174762536i -0.037936859+0.0180655562i
#> parrotfish -0.002027737+0.0007062354i -0.002033969+0.0007293082i
#> farm_damsel -0.002027737+0.0007062354i -0.002033969+0.0007293082i
#> herbs -0.002027737+0.0007062354i -0.002033969+0.0007293082i
#> inverts -0.127407554+0.0583113280i -0.127538904+0.0602775983i
#> k
#> sp 155 156
#> pred_eng -0.067739251+0.0324453282i -0.067829564+0.0334973014i
#> pred_grab -0.099589028+0.0482092384i -0.099710023+0.0497734225i
#> eels -0.127676525+0.0622707668i -0.127820694+0.0642921064i
#> pred_crypt -0.043275741+0.0181137340i -0.043389529+0.0186934462i
#> pred_inv -0.080968228+0.0389673541i -0.081071902+0.0402312011i
#> pred_plank -0.037973973+0.0186629205i -0.038012851+0.0192687279i
#> parrotfish -0.002040487+0.0007526224i -0.002047302+0.0007761873i
#> farm_damsel -0.002040487+0.0007526224i -0.002047302+0.0007761873i
#> herbs -0.002040487+0.0007526224i -0.002047302+0.0007761873i
#> inverts -0.127676525+0.0622707668i -0.127820694+0.0642921064i
#> k
#> sp 157 158
#> pred_eng -0.067924157+0.0345645077i -0.068023228+0.035647660i
#> pred_grab -0.099836758+0.0513603648i -0.099969498+0.052971134i
#> eels -0.127971707+0.0663429458i -0.128129881+0.068424674i
#> pred_crypt -0.043508648+0.0192808063i -0.043633339+0.019876149i
#> pred_inv -0.081180491+0.0415133895i -0.081294223+0.042814780i
#> pred_plank -0.038053572+0.0198833768i -0.038096221+0.020507283i
#> parrotfish -0.002054427+0.0008000125i -0.002061873+0.000824108i
#> farm_damsel -0.002054427+0.0008000125i -0.002061873+0.000824108i
#> herbs -0.002054427+0.0008000125i -0.002061873+0.000824108i
#> inverts -0.127971707+0.0663429458i -0.128129881+0.068424674i
#> k
#> sp 159 160
#> pred_eng -0.068126987+0.0367475054i -0.068235660+0.0378648230i
#> pred_grab -0.100108528+0.0546068494i -0.100254149+0.0562686803i
#> eels -0.128295553+0.0705387433i -0.128469087+0.0726866747i
#> pred_crypt -0.043763858+0.0204798214i -0.043900478+0.0210921846i
#> pred_inv -0.081413340+0.0441362708i -0.081538101+0.0454788044i
#> pred_plank -0.038140888+0.0211408833i -0.038187672+0.0217846321i
#> parrotfish -0.002069655+0.0008484837i -0.002077788+0.0008731502i
#> farm_damsel -0.002069655+0.0008484837i -0.002077788+0.0008731502i
#> herbs -0.002069655+0.0008484837i -0.002077788+0.0008731502i
#> inverts -0.128295553+0.0705387433i -0.128469087+0.0726866747i
#> k
#> sp 161 162
#> pred_eng -0.068349488+0.0390004307i -0.068468729+0.0401551852i
#> pred_grab -0.100406686+0.0579578532i -0.100566486+0.0596756540i
#> eels -0.128650869+0.0748700619i -0.128841314+0.0770905766i
#> pred_crypt -0.044043489+0.0217136138i -0.044193204+0.0223444993i
#> pred_inv -0.081668784+0.0468433664i -0.081805684+0.0482309908i
#> pred_plank -0.038236676+0.0224390077i -0.038288010+0.0231045111i
#> parrotfish -0.002086286+0.0008981178i -0.002095167+0.0009233976i
#> farm_damsel -0.002086286+0.0008981178i -0.002095167+0.0009233976i
#> herbs -0.002086286+0.0008981178i -0.002095167+0.0009233976i
#> inverts -0.128650869+0.0748700619i -0.128841314+0.0770905766i
#> k
#> sp 163 164
#> pred_eng -0.068593660+0.0413299857i -0.068724576+0.0425257765i
#> pred_grab -0.100733921+0.0614234326i -0.100909390+0.0632026068i
#> eels -0.129040865+0.0793499736i -0.129249999+0.0816500974i
#> pred_crypt -0.044349956+0.0229852476i -0.044514099+0.0236362816i
#> pred_inv -0.081949121+0.0496427625i -0.082099435+0.0510798211i
#> pred_plank -0.038341795+0.0237816684i -0.038398158+0.0244710325i
#> parrotfish -0.002104447+0.0009490004i -0.002114147+0.0009749375i
#> farm_damsel -0.002104447+0.0009490004i -0.002114147+0.0009749375i
#> herbs -0.002104447+0.0009490004i -0.002114147+0.0009749375i
#> inverts -0.129040865+0.0793499736i -0.129249999+0.0816500974i
#> k
#> sp 165 166
#> pred_eng -0.068861796+0.043743550i -0.069005660+0.044984351i
#> pred_grab -0.101093319+0.065014668i -0.101286168+0.066861185i
#> eels -0.129469227+0.083992888i -0.129699097+0.086380387i
#> pred_crypt -0.044686017+0.024298042i -0.044866116+0.024970989i
#> pred_inv -0.082256991+0.052543365i -0.082422182+0.054034655i
#> pred_plank -0.038457235+0.025173185i -0.038519175+0.025888738i
#> parrotfish -0.002124284+0.001001221i -0.002134881+0.001027861i
#> farm_damsel -0.002124284+0.001001221i -0.002134881+0.001027861i
#> herbs -0.002124284+0.001001221i -0.002134881+0.001027861i
#> inverts -0.129469227+0.083992888i -0.129699097+0.086380387i
#> k
#> sp 167 168
#> pred_eng -0.06915654+0.046249278i -0.069314817+0.047539491i
#> pred_grab -0.10148843+0.068743813i -0.101700637+0.070664294i
#> eels -0.12994020+0.088814747i -0.130193166+0.091298238i
#> pred_crypt -0.04505483+0.025655601i -0.045252642+0.026352378i
#> pred_inv -0.08259543+0.055555018i -0.082777186+0.057105857i
#> pred_plank -0.03858413+0.026618336i -0.038652283+0.027362661i
#> parrotfish -0.00214596+0.001054871i -0.002157545+0.001082263i
#> farm_damsel -0.00214596+0.001054871i -0.002157545+0.001082263i
#> herbs -0.00214596+0.001054871i -0.002157545+0.001082263i
#> inverts -0.12994020+0.088814747i -0.130193166+0.091298238i
#> k
#> sp 169 170
#> pred_eng -0.069480927+0.048856214i -0.069655324+0.050200737i
#> pred_grab -0.101923358+0.072624469i -0.102157209+0.074626284i
#> eels -0.130458682+0.093833258i -0.130737482+0.096422340i
#> pred_crypt -0.045460041+0.027061842i -0.045677575+0.027784537i
#> pred_inv -0.082967940+0.058688647i -0.083168218+0.060304949i
#> pred_plank -0.038723805+0.028122431i -0.038798896+0.028898405i
#> parrotfish -0.002169662+0.001110049i -0.002182337+0.001138242i
#> farm_damsel -0.002169662+0.001110049i -0.002182337+0.001138242i
#> herbs -0.002169662+0.001110049i -0.002182337+0.001138242i
#> inverts -0.130458682+0.093833258i -0.130737482+0.096422340i
#> k
#> sp 171 172
#> pred_eng -0.06983850+0.051574427i -0.070030985+0.052978727i
#> pred_grab -0.10240285+0.076671794i -0.102661008+0.078763177i
#> eels -0.13103036+0.099068163i -0.131338169+0.101773566i
#> pred_crypt -0.04590582+0.028521032i -0.046145412+0.029271921i
#> pred_inv -0.08337859+0.061956415i -0.083599657+0.063644790i
#> pred_plank -0.03887777+0.029691388i -0.038960653+0.030502229i
#> parrotfish -0.00219560+0.001166853i -0.002209481+0.001195897i
#> farm_damsel -0.00219560+0.001166853i -0.002209481+0.001195897i
#> herbs -0.00219560+0.001166853i -0.002209481+0.001195897i
#> inverts -0.13103036+0.099068163i -0.131338169+0.101773566i
#> k
#> sp 173 174
#> pred_eng -0.070233356+0.054415167i -0.070446233+0.05588537i
#> pred_grab -0.102932446+0.080902740i -0.103218006+0.08309293i
#> eels -0.131661839+0.104541557i -0.132002371+0.10737533i
#> pred_crypt -0.046397017+0.030037824i -0.046661364+0.03081939i
#> pred_inv -0.083832091+0.065371925i -0.084076604+0.06713978i
#> pred_plank -0.039047795+0.031331831i -0.039139465+0.03218115i
#> parrotfish -0.002224015+0.001225384i -0.002239236+0.00125533i
#> farm_damsel -0.002224015+0.001225384i -0.002239236+0.00125533i
#> herbs -0.002224015+0.001225384i -0.002239236+0.00125533i
#> inverts -0.131661839+0.104541557i -0.132002371+0.10737533i
#> k
#> sp 175 176
#> pred_eng -0.070670289+0.057391059i -0.070906254+0.058934059i
#> pred_grab -0.103518594+0.085336346i -0.103835196+0.087635752i
#> eels -0.132360851+0.110278274i -0.132738455+0.113253997i
#> pred_crypt -0.046939236+0.031617292i -0.047231481+0.032432242i
#> pred_inv -0.084333970+0.068950441i -0.084605030+0.070806118i
#> pred_plank -0.039235951+0.033051208i -0.039337569+0.033943082i
#> parrotfish -0.002255182+0.001285745i -0.002271894+0.001316644i
#> farm_damsel -0.002255182+0.001285745i -0.002271894+0.001316644i
#> herbs -0.002255182+0.001285745i -0.002271894+0.001316644i
#> inverts -0.132360851+0.110278274i -0.132738455+0.113253997i
#> k
#> sp 177 178
#> pred_eng -0.071154920+0.060516317i -0.071417148+0.062139902i
#> pred_grab -0.104168879+0.089994085i -0.104520805+0.092414478i
#> eels -0.133136464+0.116306337i -0.133556267+0.119439387i
#> pred_crypt -0.047539015+0.033264977i -0.047862826+0.034116268i
#> pred_inv -0.084890696+0.072709168i -0.085191959+0.074662095i
#> pred_plank -0.039444660+0.034857923i -0.039557595+0.035796960i
#> parrotfish -0.002289415+0.001348037i -0.002307792+0.001379938i
#> farm_damsel -0.002289415+0.001348037i -0.002307792+0.001379938i
#> herbs -0.002289415+0.001348037i -0.002307792+0.001379938i
#> inverts -0.133136464+0.116306337i -0.133556267+0.119439387i
#> k
#> sp 179 180
#> pred_eng -0.071693874+0.063807021i -0.071986120+0.065520027i
#> pred_grab -0.104892239+0.094900270i -0.105284561+0.097455026i
#> eels -0.133999380+0.122657512i -0.134467453+0.125965376i
#> pred_crypt -0.048203989+0.034986922i -0.048563668+0.035877777i
#> pred_inv -0.085509898+0.076667574i -0.085845691+0.078728456i
#> pred_plank -0.039676779+0.036761502i -0.039802653+0.037752947i
#> parrotfish -0.002327073+0.001412357i -0.002347312+0.001445307i
#> farm_damsel -0.002327073+0.001412357i -0.002347312+0.001445307i
#> herbs -0.002327073+0.001412357i -0.002347312+0.001445307i
#> inverts -0.133999380+0.122657512i -0.134467453+0.125965376i
#> k
#> sp 181 182
#> pred_eng -0.072295001+0.067281434i -0.072621734+0.069093930i
#> pred_grab -0.105699276+0.100082560i -0.106138030+0.102786948i
#> eels -0.134962293+0.129367966i -0.135485871+0.132870622i
#> pred_crypt -0.048943125+0.036789712i -0.049343733+0.037723638i
#> pred_inv -0.086200622+0.080847789i -0.086576094+0.083028832i
#> pred_plank -0.039935697+0.038772793i -0.040076437+0.039822641i
#> parrotfish -0.002368567+0.001478797i -0.002390898+0.001512837i
#> farm_damsel -0.002368567+0.001478797i -0.002390898+0.001512837i
#> herbs -0.002368567+0.001478797i -0.002390898+0.001512837i
#> inverts -0.134962293+0.129367966i -0.135485871+0.132870622i
#> k
#> sp 183 184
#> pred_eng -0.072967653+0.070960392i -0.073334222+0.072883905i
#> pred_grab -0.106602628+0.105572562i -0.107095048+0.108444092i
#> eels -0.136040349+0.136479071i -0.136628100+0.140199459i
#> pred_crypt -0.049766987+0.038680505i -0.050214514+0.039661302i
#> pred_inv -0.086973647+0.085275078i -0.087394965+0.087590269i
#> pred_plank -0.040225449+0.040904210i -0.040383364+0.042019344i
#> parrotfish -0.002414371+0.001547435i -0.002439055+0.001582598i
#> farm_damsel -0.002414371+0.001547435i -0.002439055+0.001582598i
#> herbs -0.002414371+0.001547435i -0.002439055+0.001582598i
#> inverts -0.136040349+0.136479071i -0.136628100+0.140199459i
#> k
#> sp 185 186
#> pred_eng -0.073723047+0.074867779i -0.074135895+0.076915569i
#> pred_grab -0.107617464+0.111406574i -0.108172270+0.114465426i
#> eels -0.137251732+0.144038393i -0.137914116+0.148002987i
#> pred_crypt -0.050688089+0.040667052i -0.051189650+0.041698815i
#> pred_inv -0.087841903+0.089978427i -0.088316500+0.092443870i
#> pred_plank -0.040550877+0.043170026i -0.040728751+0.044358391i
#> parrotfish -0.002465028+0.001618332i -0.002492368+0.001654639i
#> farm_damsel -0.002465028+0.001618332i -0.002492368+0.001654639i
#> herbs -0.002465028+0.001618332i -0.002492368+0.001654639i
#> inverts -0.137251732+0.144038393i -0.137914116+0.148002987i
#> k
#> sp 187 188
#> pred_eng -0.074574716+0.07903110i -0.075041661+0.081218498i
#> pred_grab -0.108762106+0.11762649i -0.109389889+0.120896047i
#> eels -0.138618421+0.15210091i -0.139368150+0.156340429i
#> pred_crypt -0.051721317+0.04275769i -0.052285407+0.043844792i
#> pred_inv -0.088821003+0.09499125i -0.089357898+0.097625584i
#> pred_plank -0.040917827+0.04558674i -0.041119035+0.046857561i
#> parrotfish -0.002521164+0.00169152i -0.002551509+0.001728973i
#> farm_damsel -0.002521164+0.00169152i -0.002551509+0.001728973i
#> herbs -0.002521164+0.00169152i -0.002551509+0.001728973i
#> inverts -0.138618421+0.15210091i -0.139368150+0.156340429i
#> k
#> sp 189 190
#> pred_eng -0.075539112+0.083482204i -0.07606971+0.085827023i
#> pred_grab -0.110058849+0.124280910i -0.11077257+0.127788429i
#> eels -0.140167181+0.160730498i -0.14101982+0.165280802i
#> pred_crypt -0.052884464+0.044961287i -0.05352128+0.046108350i
#> pred_inv -0.089929933+0.100352280i -0.09054016+0.103177189i
#> pred_plank -0.041333405+0.048173538i -0.04156208+0.049537582i
#> parrotfish -0.002583502+0.001766992i -0.00261725+0.001805567i
#> farm_damsel -0.002583502+0.001766992i -0.00261725+0.001805567i
#> herbs -0.002583502+0.001766992i -0.00261725+0.001805567i
#> inverts -0.140167181+0.160730498i -0.14101982+0.165280802i
#> k
#> sp 191 192
#> pred_eng -0.07663639+0.088258149i -0.077242413+0.090781210i
#> pred_grab -0.11153504+0.131426573i -0.112350694+0.135203988i
#> eels -0.14193086+0.170001846i -0.142905645+0.174905040i
#> pred_crypt -0.05419891+0.047287173i -0.054920723+0.048498955i
#> pred_inv -0.09119196+0.106106642i -0.091889121+0.109147503i
#> pred_plank -0.04180632+0.050952849i -0.042067551+0.052422769i
#> parrotfish -0.00265287+0.001844682i -0.002690483+0.001884318i
#> farm_damsel -0.00265287+0.001844682i -0.002690483+0.001884318i
#> herbs -0.00265287+0.001844682i -0.002690483+0.001884318i
#> inverts -0.14193086+0.170001846i -0.142905645+0.174905040i
#> k
#> sp 193 194
#> pred_eng -0.077891434+0.093402310i -0.07858753+0.096128084i
#> pred_grab -0.113224498+0.139130071i -0.11416201+0.143215051i
#> eels -0.143950138+0.180002798i -0.14507103+0.185308651i
#> pred_crypt -0.055690436+0.049744890i -0.05651213+0.051026146i
#> pred_inv -0.092635853+0.112307227i -0.09343688+0.115593917i
#> pred_plank -0.042347343+0.053951075i -0.04264747+0.055541836i
#> parrotfish -0.002730223+0.001924445i -0.00277223+0.001965028i
#> farm_damsel -0.002730223+0.001924445i -0.00277223+0.001965028i
#> herbs -0.002730223+0.001924445i -0.00277223+0.001965028i
#> inverts -0.143950138+0.180002798i -0.14507103+0.185308651i
#> k
#> sp 195 196
#> pred_eng -0.079335284+0.098965747i -0.08013984+0.101923167i
#> pred_grab -0.115169458+0.147470082i -0.11625388+0.151907348i
#> eels -0.146275842+0.190837372i -0.14757303+0.196605121i
#> pred_crypt -0.057390329+0.052343849i -0.05833000+0.053699054i
#> pred_inv -0.094297486+0.119016403i -0.09522364+0.122584315i
#> pred_plank -0.042969900+0.057199498i -0.04331688+0.058928925i
#> parrotfish -0.002816655+0.002006023i -0.00286366+0.002047373i
#> farm_damsel -0.002816655+0.002006023i -0.00286366+0.002047373i
#> herbs -0.002816655+0.002006023i -0.00286366+0.002047373i
#> inverts -0.146275842+0.190837372i -0.14757303+0.196605121i
#> k
#> sp 197 198
#> pred_eng -0.081007004+0.105008929i -0.08194335+0.108232422i
#> pred_grab -0.117423188+0.156540180i -0.11868637+0.161383193i
#> eels -0.148972173+0.202629610i -0.15048410+0.208930288i
#> pred_crypt -0.059336651+0.055092712i -0.06041637+0.056525625i
#> pred_inv -0.096222076+0.126308179i -0.09730039+0.130199516i
#> pred_plank -0.043690912+0.060735454i -0.04409486+0.062624945i
#> parrotfish -0.002913417+0.002089008i -0.00296611+0.002130847i
#> farm_damsel -0.002913417+0.002089008i -0.00296611+0.002130847i
#> herbs -0.002913417+0.002089008i -0.00296611+0.002130847i
#> inverts -0.148972173+0.202629610i -0.15048410+0.208930288i
#> k
#> sp 199 200
#> pred_eng -0.082956318+0.111603925i -0.084054398+0.115134714i
#> pred_grab -0.120053633+0.166452441i -0.121536588+0.171765585i
#> eels -0.152121133+0.215528553i -0.153897332+0.222448002i
#> pred_crypt -0.061575889+0.057998403i -0.062822647+0.059511393i
#> pred_inv -0.098467225+0.134270961i -0.099732419+0.138536392i
#> pred_plank -0.044531940+0.064603854i -0.045005849+0.066679304i
#> parrotfish -0.003021937+0.002172797i -0.003081101+0.002214763i
#> farm_damsel -0.003021937+0.002172797i -0.003081101+0.002214763i
#> herbs -0.003021937+0.002172797i -0.003081101+0.002214763i
#> inverts -0.152121133+0.215528553i -0.153897332+0.222448002i
#> k
#> sp 201 202
#> pred_eng -0.085247270+0.118837175i -0.08654603+0.122724937i
#> pred_grab -0.123148529+0.177342099i -0.12490471+0.183203494i
#> eels -0.155828785+0.229714708i -0.15793398+0.237357542i
#> pred_crypt -0.064164838+0.061064613i -0.06561141+0.062657633i
#> pred_inv -0.101107213+0.143011083i -0.10260450+0.147711867i
#> pred_plank -0.045520788+0.068859174i -0.04608159+0.071152199i
#> parrotfish -0.003143771+0.002256663i -0.00320998+0.002298386i
#> farm_damsel -0.003143771+0.002256663i -0.00320998+0.002298386i
#> herbs -0.003143771+0.002256663i -0.00320998+0.002298386i
#> inverts -0.155828785+0.229714708i -0.15793398+0.237357542i
#> k
#> sp 203 204
#> pred_eng -0.08796343+0.12681302i -0.08951421+0.131117997i
#> pred_grab -0.12682272+0.18937358i -0.12892287+0.195878766i
#> eels -0.16023423+0.24540855i -0.16275424+0.253903376i
#> pred_crypt -0.06717201+0.06428934i -0.06885676+0.065957394i
#> pred_inv -0.10423911+0.15265734i -0.10602818+0.157868054i
#> pred_plank -0.04669380+0.07356809i -0.04736385+0.076117654i
#> parrotfish -0.00327946+0.00233957i -0.00335166+0.002378887i
#> farm_damsel -0.00327946+0.00233957i -0.00335166+0.002378887i
#> herbs -0.00327946+0.00233957i -0.00335166+0.002378887i
#> inverts -0.16023423+0.24540855i -0.16275424+0.253903376i
#> k
#> sp 205 206
#> pred_eng -0.091215448+0.135658184i -0.093087013+0.140453839i
#> pred_grab -0.131228788+0.202748385i -0.133768037+0.210015100i
#> eels -0.165522749+0.262881764i -0.168573324+0.272388124i
#> pred_crypt -0.070676329+0.067656874i -0.072642889+0.069377660i
#> pred_inv -0.107991627+0.163366799i -0.110152616+0.169178847i
#> pred_plank -0.048099183+0.078812984i -0.048908502+0.081667611i
#> parrotfish -0.003426839+0.002412707i -0.003510055+0.002434173i
#> farm_damsel -0.003426839+0.002412707i -0.003510055+0.002434173i
#> herbs -0.003426839+0.002412707i -0.003510055+0.002434173i
#> inverts -0.165522749+0.262881764i -0.168573324+0.272388124i
#> k
#> sp 207 208
#> pred_eng -0.095152153+0.145527396i -0.097438176+0.150903705i
#> pred_grab -0.136572930+0.217715331i -0.139681547+0.225889753i
#> eels -0.171945411+0.282472198i -0.175685582+0.293189817i
#> pred_crypt -0.074774591+0.071100270i -0.077107873+0.072792378i
#> pred_inv -0.112538294+0.175332278i -0.115180593+0.181858318i
#> pred_plank -0.049801983+0.084696735i -0.050791613+0.087917476i
#> parrotfish -0.003619719+0.002437214i -0.003797043+0.002435426i
#> farm_damsel -0.003619719+0.002437214i -0.003797043+0.002435426i
#> herbs -0.003619719+0.002437214i -0.003797043+0.002435426i
#> inverts -0.171945411+0.282472198i -0.175685582+0.293189817i
#> k
#> sp 209 210
#> pred_eng -0.099977322+0.156610294i -0.102807858+0.162677638i
#> pred_grab -0.143139000+0.234583859i -0.146999035+0.243848566i
#> eels -0.179849129+0.304603779i -0.184502091+0.316784843i
#> pred_crypt -0.079723489+0.074414421i -0.082787779+0.075954640i
#> pred_inv -0.118117274+0.188791715i -0.121393231+0.196171137i
#> pred_plank -0.051891580+0.091349171i -0.053118773+0.095013721i
#> parrotfish -0.004096576+0.002506905i -0.004511565+0.002855418i
#> farm_damsel -0.004096576+0.002506905i -0.004511565+0.002855418i
#> herbs -0.004096576+0.002506905i -0.004511565+0.002855418i
#> inverts -0.179849129+0.304603779i -0.184502091+0.316784843i
#> k
#> sp 211 212
#> pred_eng -0.105975444+0.169139412i -0.109534877+0.176032711i
#> pred_grab -0.151326062+0.253740889i -0.156197766+0.264324633i
#> eels -0.189723839+0.329812859i -0.195610415+0.343778020i
#> pred_crypt -0.086591741+0.077528832i -0.091525617+0.079584465i
#> pred_inv -0.125062142+0.204039582i -0.129188573+0.212444778i
#> pred_plank -0.054493420+0.098936005i -0.056039900+0.103144356i
#> parrotfish -0.004776674+0.003811546i -0.004063332+0.005586565i
#> farm_damsel -0.004776674+0.003811546i -0.004063332+0.005586565i
#> herbs -0.004776674+0.003811546i -0.004063332+0.005586565i
#> inverts -0.189723839+0.329812859i -0.195610415+0.343778020i
#> k
#> sp 213 214
#> pred_eng -0.1135523069+0.183398179i -0.118108069+0.191279958i
#> pred_grab -0.1617084579+0.275671072i -0.167973433+0.287859532i
#> eels -0.2022788511+0.358782207i -0.209872852+0.374940374i
#> pred_crypt -0.0978545785+0.083210787i -0.105092869+0.090430141i
#> pred_inv -0.1338506687+0.221439503i -0.139143620+0.231081767i
#> pred_plank -0.0577878052+0.107671126i -0.059773313+0.112553335i
#> parrotfish -0.0008288741+0.007532471i 0.006512692+0.006896242i
#> farm_damsel -0.0008288741+0.007532471i 0.006512692+0.006896242i
#> herbs -0.0008288741+0.007532471i 0.006512692+0.006896242i
#> inverts -0.2022788511+0.358782207i -0.209872852+0.374940374i
#> k
#> sp 215 216
#> pred_eng -0.12330033+0.199725343i -0.12924979+0.2087839i
#> pred_grab -0.17513466+0.300977713i -0.18336827+0.3151215i
#> eels -0.21857027+0.392381818i -0.22859309+0.4112511i
#> pred_crypt -0.11079991+0.104100213i -0.10889379+0.1267454i
#> pred_inv -0.14518416+0.241434683i -0.15211639+0.2525658i
#> pred_plank -0.06204101+0.117833414i -0.06464629+0.1235600i
#> parrotfish 0.01719520-0.002128186i 0.02378313-0.0269296i
#> farm_damsel 0.01719520-0.002128186i 0.02378313-0.0269296i
#> herbs 0.01719520-0.002128186i 0.02378313-0.0269296i
#> inverts -0.21857027+0.392381818i -0.22859309+0.4112511i
#> k
#> sp 217 218
#> pred_eng -0.136105673+0.21850562i -0.14405339+0.2289377i
#> pred_grab -0.192894368+0.33039371i -0.20399003+0.3469011i
#> eels -0.240220737+0.43170790i -0.25380807+0.4539254i
#> pred_crypt -0.088235157+0.15747908i -0.03322997+0.1865963i
#> pred_inv -0.160119362+0.26454541i -0.16941687+0.2774432i
#> pred_plank -0.067658628+0.12978902i -0.07116597+0.1365842i
#> parrotfish 0.008186076-0.06971399i -0.05594853-0.1145715i
#> farm_damsel 0.008186076-0.06971399i -0.05594853-0.1145715i
#> herbs 0.008186076-0.06971399i -0.05594853-0.1145715i
#> inverts -0.240220737+0.43170790i -0.25380807+0.4539254i
#> k
#> sp 219 220
#> pred_eng -0.15332393+0.2401183i -0.1642067+0.252062421i
#> pred_grab -0.21700668+0.3647474i -0.2323960+0.384020601i
#> eels -0.26981008+0.4780845i -0.2888176+0.504363875i
#> pred_crypt 0.07094098+0.1888604i 0.2261401+0.119059792i
#> pred_inv -0.18029004+0.2913216i -0.1930959+0.306221553i
#> pred_plank -0.07528078+0.1440181i -0.0801484+0.152172271i
#> parrotfish -0.18639581-0.1142040i -0.3583799+0.008104958i
#> farm_damsel -0.18639581-0.1142040i -0.3583799+0.008104958i
#> herbs -0.18639581-0.1142040i -0.3583799+0.008104958i
#> inverts -0.26981008+0.4780845i -0.2888176+0.504363875i
#> k
#> sp 221 222
#> pred_eng -0.17708478+0.26473226i -0.1925823+0.2780414i
#> pred_grab -0.25075991+0.40478175i -0.2729347+0.4271452i
#> eels -0.31160915+0.53293805i -0.3391743+0.5640522i
#> pred_crypt 0.40245756-0.08383682i 0.5185914-0.4767893i
#> pred_inv -0.20831178+0.32214092i -0.2266620+0.3390833i
#> pred_plank -0.08595878+0.16113637i -0.0929628+0.1710050i
#> parrotfish -0.46748346+0.32118836i -0.3258900+0.8068636i
#> farm_damsel -0.46748346+0.32118836i -0.3258900+0.8068636i
#> herbs -0.46748346+0.32118836i -0.3258900+0.8068636i
#> inverts -0.31160915+0.53293805i -0.3391743+0.5640522i
#> k
#> sp 223 224
#> pred_eng -0.2118944+0.2923572i -0.23600993+0.3108901i
#> pred_grab -0.2998365+0.4517724i -0.33038858+0.4808612i
#> eels -0.3723258+0.5982768i -0.40953278+0.6362121i
#> pred_crypt 0.4341304-1.0738999i -0.02953052-1.7958974i
#> pred_inv -0.2492258+0.3576120i -0.27592633+0.3807259i
#> pred_plank -0.1014954+0.1818700i -0.11200725+0.1938037i
#> parrotfish 0.2633974+1.2704258i 1.34168037+1.3183655i
#> farm_damsel 0.2633974+1.2704258i 1.34168037+1.3183655i
#> herbs 0.2633974+1.2704258i 1.34168037+1.3183655i
#> inverts -0.3723258+0.5982768i -0.40953278+0.6362121i
#> k
#> sp 225 226 227
#> pred_eng -0.2571451+0.3431969i -0.2326552+0.3909584i -0.0726584+0.3646452i
#> pred_grab -0.3535404+0.5154075i -0.3371530+0.5311435i -0.2580210+0.4117411i
#> eels -0.4415688+0.6725977i -0.4517749+0.6718359i -0.4643007+0.5226932i
#> pred_crypt -1.0275237-2.4294804i -2.5939882-2.6291160i -4.5399528-1.9907522i
#> pred_inv -0.2966813+0.4144256i -0.2715066+0.4477043i -0.1392565+0.3738983i
#> pred_plank -0.1251043+0.2068266i -0.1415611+0.2207909i -0.1628425+0.2346097i
#> parrotfish 2.6048287+0.4921344i 3.3391688-1.4224586i 2.6414525-4.0379349i
#> farm_damsel 2.6048287+0.4921344i 3.3391688-1.4224586i 2.6414525-4.0379349i
#> herbs 2.6048287+0.4921344i 3.3391688-1.4224586i 2.6414525-4.0379349i
#> inverts -0.4415688+0.6725977i -0.4517749+0.6718359i -0.4643007+0.5226932i
#> k
#> sp 228 229
#> pred_eng 0.20415525-0.06269600i -0.003672968-1.3344805i
#> pred_grab -0.27754748-0.09523272i -1.051547874-1.1169057i
#> eels -0.70361133+0.05522735i -1.781180235-0.6600306i
#> pred_crypt -6.40123822-0.20210136i -7.493285977+2.7686407i
#> pred_inv 0.01043870-0.10854941i -0.467321568-1.2986018i
#> pred_plank -0.19828396+0.24883654i -0.256137552+0.3211078i
#> parrotfish -0.05555901-6.22570230i -4.380612153-6.4479384i
#> farm_damsel -0.05555901-6.22570230i -4.380612153-6.4479384i
#> herbs -0.05555901-6.22570230i -4.380612153-6.4479384i
#> inverts -0.70361133+0.05522735i -1.781180235-0.6600306i
#> k
#> sp 230 231
#> pred_eng -2.16417254-3.0316953i -7.236538- 2.5050690i
#> pred_grab -3.63489831-1.8335434i -8.079866+ 0.1741376i
#> eels -4.42569704-0.6570531i -8.201366+ 2.1798433i
#> pred_crypt -7.09776951+6.5257208i -4.743484+10.2336926i
#> pred_inv -2.86726114-2.5684055i -7.711752- 1.3361962i
#> pred_plank -0.02345413+0.5673262i 1.283586- 0.2452374i
#> parrotfish -8.77169263-3.5687251i -10.937074+ 2.2312597i
#> farm_damsel -8.77169263-3.5687251i -10.937074+ 2.2312597i
#> herbs -8.77169263-3.5687251i -10.937074+ 2.2312597i
#> inverts -4.42569704-0.6570531i -8.201366+ 2.1798433i
#> k
#> sp 232 233 234
#> pred_eng -12.45163419+ 4.075374i -10.583092+16.33234i 3.255119+25.37648i
#> pred_grab -11.26193341+ 7.395896i -7.365901+18.20712i 6.343106+24.68941i
#> eels -9.99140850+ 9.493732i -4.991072+19.11323i 8.349707+23.94629i
#> pred_crypt -0.47796342+12.797068i 5.003785+13.20643i 10.471255+10.93283i
#> pred_inv -12.01199448+ 5.610479i -9.165307+17.25988i 4.675729+25.12175i
#> pred_plank -0.01239607- 5.382679i -13.543677- 5.96850i -21.217137+19.57967i
#> parrotfish -8.99522414+ 9.060250i -2.730259+13.90583i 5.863811+14.09548i
#> farm_damsel -8.99522414+ 9.060250i -2.730259+13.90583i 5.863811+14.09548i
#> herbs -8.99522414+ 9.060250i -2.730259+13.90583i 5.863811+14.09548i
#> inverts -9.99140850+ 9.493732i -4.991072+19.11323i 8.349707+23.94629i
#> k
#> sp 235
#> pred_eng 22.48785+19.939476i
#> pred_grab 23.40241+18.323724i
#> eels 23.87026+17.141966i
#> pred_crypt 14.51069+ 6.200911i
#> pred_inv 22.93337+19.221185i
#> pred_plank 15.08752+39.620532i
#> parrotfish 13.27942+ 8.859096i
#> farm_damsel 13.27942+ 8.859096i
#> herbs 13.27942+ 8.859096i
#> inverts 23.87026+17.141966i
#>
#> Slot "mu_b":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186 0.00217
#> pred_eng 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> pred_grab 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> eels 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> pred_crypt 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> pred_inv 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> pred_plank 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> parrotfish 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> farm_damsel 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> herbs 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> inverts 0.03556559 0.03696747 0.03842461 0.03993918 0.04151345 0.04314978
#> w
#> sp 0.00253 0.00295 0.00345 0.00402 0.00469 0.00548
#> pred_eng 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> pred_grab 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> eels 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> pred_crypt 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> pred_inv 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> pred_plank 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> parrotfish 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> farm_damsel 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> herbs 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> inverts 0.0448506 0.04661847 0.04845602 0.050366 0.05235126 0.05441478
#> w
#> sp 0.0064 0.00747 0.00871 0.0102 0.0119 0.0139
#> pred_eng 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> pred_grab 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> eels 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> pred_crypt 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> pred_inv 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> pred_plank 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> parrotfish 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> farm_damsel 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> herbs 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> inverts 0.05655964 0.05878903 0.06110631 0.06351492 0.06601847 0.06862071
#> w
#> sp 0.0162 0.0189 0.022 0.0257 0.03 0.035
#> pred_eng 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> pred_grab 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> eels 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> pred_crypt 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> pred_inv 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> pred_plank 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> parrotfish 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> farm_damsel 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> herbs 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> inverts 0.07132551 0.07413693 0.07705917 0.0800966 0.08325374 0.08653534
#> w
#> sp 0.0409 0.0477 0.0557 0.0651 0.0759 0.0886
#> pred_eng 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> pred_grab 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> eels 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> pred_crypt 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> pred_inv 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> pred_plank 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> parrotfish 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> farm_damsel 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> herbs 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> inverts 0.08994628 0.09349167 0.09717681 0.1010072 0.1049886 0.1091269
#> w
#> sp 0.103 0.121 0.141 0.165 0.192 0.224
#> pred_eng 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> pred_grab 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> eels 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> pred_crypt 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> pred_inv 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> pred_plank 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> parrotfish 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> farm_damsel 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> herbs 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> inverts 0.1134283 0.1178993 0.1225465 0.1273769 0.1323977 0.1376164
#> w
#> sp 0.262 0.305 0.356 0.416 0.486 0.567
#> pred_eng 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> pred_grab 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> eels 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> pred_crypt 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> pred_inv 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> pred_plank 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> parrotfish 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> farm_damsel 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> herbs 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> inverts 0.1430408 0.148679 0.1545394 0.1606309 0.1669624 0.1735435
#> w
#> sp 0.662 0.772 0.902 1.05 1.23 1.43
#> pred_eng 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> pred_grab 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> eels 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> pred_crypt 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> pred_inv 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> pred_plank 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> parrotfish 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> farm_damsel 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> herbs 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> inverts 0.180384 0.1874942 0.1948846 0.2025663 0.2105508 0.2188501
#> w
#> sp 1.67 1.95 2.28 2.66 3.11 3.63
#> pred_eng 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> pred_grab 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> eels 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> pred_crypt 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> pred_inv 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> pred_plank 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> parrotfish 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> farm_damsel 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> herbs 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> inverts 0.2274764 0.2364428 0.2457626 0.2554498 0.2655188 0.2759847
#> w
#> sp 4.23 4.94 5.77 6.73 7.86 9.17
#> pred_eng 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> pred_grab 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> eels 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> pred_crypt 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> pred_inv 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> pred_plank 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> parrotfish 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> farm_damsel 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> herbs 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> inverts 0.2868631 0.2981703 0.3099233 0.3221394 0.3348371 0.3480353
#> w
#> sp 10.7 12.5 14.6 17 19.9 23.2
#> pred_eng 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> pred_grab 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> eels 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> pred_crypt 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> pred_inv 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> pred_plank 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> parrotfish 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> farm_damsel 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> herbs 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> inverts 0.3617537 0.3760129 0.3908341 0.4062395 0.4222522 0.438896
#> w
#> sp 27.1 31.6 36.9 43 50.2 58.7
#> pred_eng 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> pred_grab 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> eels 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> pred_crypt 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> pred_inv 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> pred_plank 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> parrotfish 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> farm_damsel 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> herbs 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> inverts 0.4561958 0.4741776 0.4928682 0.5122954 0.5324885 0.5534774
#> w
#> sp 68.5 79.9 93.3 109 127 148
#> pred_eng 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> pred_grab 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> eels 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> pred_crypt 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> pred_inv 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> pred_plank 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> parrotfish 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> farm_damsel 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> herbs 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> inverts 0.5752937 0.5979699 0.62154 0.6460391 0.6715038 0.6979724
#> w
#> sp 173 202 236 275 321 375
#> pred_eng 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> pred_grab 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> eels 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> pred_crypt 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> pred_inv 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> pred_plank 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> parrotfish 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> farm_damsel 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> herbs 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> inverts 0.7254842 0.7540804 0.7838038 0.8146988 0.8468116 0.8801902
#> w
#> sp 438 511 597 696 813 949 1110
#> pred_eng 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> pred_grab 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> eels 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> pred_crypt 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> pred_inv 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> pred_plank 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> parrotfish 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> farm_damsel 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> herbs 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> inverts 0.9148844 0.9509462 0.9884294 1.02739 1.067887 1.109979 1.153731
#> w
#> sp 1290 1510 1760 2060 2400 2800 3270
#> pred_eng 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> pred_grab 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> eels 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> pred_crypt 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> pred_inv 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> pred_plank 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> parrotfish 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> farm_damsel 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> herbs 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> inverts 1.199207 1.246476 1.295608 1.346677 1.399759 1.454933 1.512281
#> w
#> sp 3820 4450
#> pred_eng 1.57189 1.633849
#> pred_grab 1.57189 1.633849
#> eels 1.57189 1.633849
#> pred_crypt 1.57189 1.633849
#> pred_inv 1.57189 1.633849
#> pred_plank 1.57189 1.633849
#> parrotfish 1.57189 1.633849
#> farm_damsel 1.57189 1.633849
#> herbs 1.57189 1.633849
#> inverts 1.57189 1.633849
#>
#> Slot "ext_encounter":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186 0.00217 0.00253 0.00295
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.00345 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871 0.0102
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.0119 0.0139 0.0162 0.0189 0.022 0.0257 0.03 0.035 0.0409 0.0477
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 0.0557 0.0651 0.0759 0.0886 0.103 0.121 0.141 0.165 0.192 0.224
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 0.262 0.305 0.356 0.416 0.486 0.567 0.662 0.772 0.902 1.05 1.23
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 1.43 1.67 1.95 2.28 2.66 3.11 3.63 4.23 4.94 5.77 6.73 7.86 9.17
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 10.7 12.5 14.6 17 19.9 23.2 27.1 31.6 36.9 43 50.2 58.7 68.5 79.9
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 93.3 109 127 148 173 202 236 275 321 375 438 511 597 696 813 949
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 1110 1290 1510 1760 2060 2400 2800 3270 3820 4450
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#>
#> Slot "ext_diffusion":
#> w
#> sp 0.001 0.00117 0.00136 0.00159 0.00186 0.00217 0.00253 0.00295
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.00345 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871 0.0102
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> w
#> sp 0.0119 0.0139 0.0162 0.0189 0.022 0.0257 0.03 0.035 0.0409 0.0477
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 0.0557 0.0651 0.0759 0.0886 0.103 0.121 0.141 0.165 0.192 0.224
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 0.262 0.305 0.356 0.416 0.486 0.567 0.662 0.772 0.902 1.05 1.23
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 1.43 1.67 1.95 2.28 2.66 3.11 3.63 4.23 4.94 5.77 6.73 7.86 9.17
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 10.7 12.5 14.6 17 19.9 23.2 27.1 31.6 36.9 43 50.2 58.7 68.5 79.9
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 93.3 109 127 148 173 202 236 275 321 375 438 511 597 696 813 949
#> pred_eng 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> w
#> sp 1110 1290 1510 1760 2060 2400 2800 3270 3820 4450
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#>
#> Slot "rr_pp":
#> 8.58e-13 1e-12 1.17e-12 1.36e-12 1.59e-12 1.86e-12
#> 10389.910837 9995.904618 9616.839904 9252.150083 8901.290030 8563.735292
#> 2.17e-12 2.53e-12 2.96e-12 3.45e-12 4.03e-12 4.7e-12
#> 8238.981306 7926.542641 7625.952276 7336.760899 7058.536238 6790.862413
#> 5.49e-12 6.41e-12 7.48e-12 8.73e-12 1.02e-11 1.19e-11
#> 6533.339316 6285.582010 6047.220157 5817.897462 5597.271144 5385.011417
#> 1.39e-11 1.62e-11 1.89e-11 2.21e-11 2.58e-11 3.01e-11
#> 5180.801003 4984.334658 4795.318709 4613.470624 4438.518582 4270.201072
#> 3.51e-11 4.1e-11 4.78e-11 5.58e-11 6.52e-11 7.61e-11
#> 4108.266499 3952.472809 3802.587127 3658.385411 3519.652112 3386.179858
#> 8.88e-11 1.04e-10 1.21e-10 1.41e-10 1.65e-10 1.92e-10
#> 3257.769139 3134.228012 3015.371811 2901.022875 2791.010280 2685.169583
#> 2.25e-10 2.62e-10 3.06e-10 3.57e-10 4.17e-10 4.86e-10
#> 2583.342577 2485.377055 2391.126581 2300.450275 2213.212595 2129.283143
#> 5.68e-10 6.63e-10 7.74e-10 9.03e-10 1.05e-09 1.23e-09
#> 2048.536463 1970.851859 1896.113211 1824.208803 1755.031153 1688.476858
#> 1.44e-09 1.68e-09 1.96e-09 2.28e-09 2.67e-09 3.11e-09
#> 1624.446435 1562.844175 1503.577995 1446.559307 1391.702882 1338.926723
#> 3.63e-09 4.24e-09 4.95e-09 5.78e-09 6.74e-09 7.87e-09
#> 1288.151941 1239.302641 1192.305804 1147.091181 1103.591187 1061.740800
#> 9.19e-09 1.07e-08 1.25e-08 1.46e-08 1.7e-08 1.99e-08
#> 1021.477463 982.740993 945.473487 909.619240 875.124657 841.938178
#> 2.32e-08 2.71e-08 3.16e-08 3.69e-08 4.31e-08 5.03e-08
#> 810.010197 779.292989 749.740638 721.308973 693.955492 667.639311
#> 5.87e-08 6.86e-08 8e-08 9.34e-08 1.09e-07 1.27e-07
#> 642.321092 617.962990 594.528596 571.982882 550.292146 529.423966
#> 1.49e-07 1.73e-07 2.02e-07 2.36e-07 2.76e-07 3.22e-07
#> 509.347149 490.031686 471.448703 453.570425 436.370126 419.822097
#> 3.76e-07 4.39e-07 5.12e-07 5.98e-07 6.97e-07 8.14e-07
#> 403.901603 388.584846 373.848930 359.671830 346.032355 332.910115
#> 9.5e-07 1.11e-06 1.29e-06 1.51e-06 1.76e-06 2.06e-06
#> 320.285497 308.139630 296.454358 285.212215 274.396397 263.990736
#> 2.4e-06 2.81e-06 3.27e-06 3.82e-06 4.46e-06 5.21e-06
#> 253.979679 244.348261 235.082086 226.167303 217.590586 209.339115
#> 6.08e-06 7.09e-06 8.28e-06 9.67e-06 1.13e-05 1.32e-05
#> 201.400557 193.763045 186.415162 179.345926 172.544769 166.001526
#> 1.54e-05 1.79e-05 2.09e-05 2.44e-05 2.85e-05 3.33e-05
#> 159.706416 153.650029 147.823312 142.217556 136.824382 131.635728
#> 3.89e-05 4.54e-05 5.3e-05 6.18e-05 7.22e-05 8.42e-05
#> 126.643837 121.841249 117.220785 112.775538 108.498864 104.384370
#> 9.83e-05 0.000115 0.000134 0.000156 0.000182 0.000213
#> 100.425906 96.617554 92.953623 89.428636 86.037323 82.774615
#> 0.000249 0.00029 0.000339 0.000395 0.000462 0.000539
#> 79.635636 76.615694 73.710273 70.915032 68.225792 65.638533
#> 0.000629 0.000734 0.000857 0.001 0.00117 0.00136
#> 63.149389 60.754638 58.450700 56.234133 54.101622 52.049980
#> 0.00159 0.00186 0.00217 0.00253 0.00295 0.00345
#> 50.076140 48.177153 46.350179 44.592487 42.901451 41.274542
#> 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871
#> 39.709329 38.203471 36.754719 35.360907 34.019950 32.729846
#> 0.0102 0.0119 0.0139 0.0162 0.0189 0.022
#> 31.488665 30.294551 29.145721 28.040457 26.977107 25.954081
#> 0.0257 0.03 0.035 0.0409 0.0477 0.0557
#> 24.969850 24.022944 23.111945 22.235494 21.392280 20.581042
#> 0.0651 0.0759 0.0886 0.103 0.121 0.141
#> 19.800567 19.049690 18.327288 17.632280 16.963629 16.320334
#> 0.165 0.192 0.224 0.262 0.305 0.356
#> 15.701435 15.106005 14.533155 13.982028 13.451802 12.941683
#> 0.416 0.486 0.567 0.662 0.772 0.902
#> 12.450908 11.978745 11.524487 11.087455 10.666997 10.262483
#> 1.05 1.23 1.43 1.67 1.95 2.28
#> 9.873309 9.498893 9.138676 8.792119 8.458705 8.137934
#> 2.66 3.11 3.63 4.23 4.94 5.77
#> 7.829327 7.532423 7.246779 6.971966 6.707575 6.453211
#> 6.73 7.86 9.17 10.7 12.5 14.6
#> 6.208492 5.973053 5.746543 5.528623 5.318966 5.117261
#> 17 19.9 23.2 27.1 31.6 36.9
#> 4.923204 4.736506 4.556888 4.384082 4.217829 4.057880
#> 43 50.2 58.7 68.5 79.9 93.3
#> 3.903997 3.755950 3.613517 3.476485 3.344650 3.217814
#> 109 127 148 173 202 236
#> 3.095788 2.978390 2.865443 2.756780 2.652237 2.551659
#> 275 321 375 438 511 597
#> 2.454895 2.361800 2.272236 2.186068 2.103168 2.023412
#> 696 813 949 1110 1290 1510
#> 1.946680 1.872858 1.801836 1.733506 1.667768 1.604523
#> 1760 2060 2400 2800 3270 3820
#> 1.543677 1.485137 1.428818 1.374634 1.322505 1.272353
#> 4450
#> 1.224103
#>
#> Slot "cc_pp":
#> 8.58e-13 1e-12 1.17e-12 1.36e-12 1.59e-12 1.86e-12
#> 5.447747e+35 3.967722e+35 2.889785e+35 2.104698e+35 1.532901e+35 1.116448e+35
#> 2.17e-12 2.53e-12 2.96e-12 3.45e-12 4.03e-12 4.7e-12
#> 8.131354e+34 5.922256e+34 4.313318e+34 3.141491e+34 2.288022e+34 1.666420e+34
#> 5.49e-12 6.41e-12 7.48e-12 8.73e-12 1.02e-11 1.19e-11
#> 1.213693e+34 8.839609e+33 6.438095e+33 4.689016e+33 3.415121e+33 2.487313e+33
#> 1.39e-11 1.62e-11 1.89e-11 2.21e-11 2.58e-11 3.01e-11
#> 1.811568e+33 1.319408e+33 9.609556e+32 6.998865e+32 5.097438e+32 3.712584e+32
#> 3.51e-11 4.1e-11 4.78e-11 5.58e-11 6.52e-11 7.61e-11
#> 2.703962e+32 1.969359e+32 1.434330e+32 1.044657e+32 7.608479e+31 5.541434e+31
#> 8.88e-11 1.04e-10 1.21e-10 1.41e-10 1.65e-10 1.92e-10
#> 4.035957e+31 2.939482e+31 2.140894e+31 1.559263e+31 1.135648e+31 8.271192e+30
#> 2.25e-10 2.62e-10 3.06e-10 3.57e-10 4.17e-10 4.86e-10
#> 6.024103e+30 4.387496e+30 3.195516e+30 2.327370e+30 1.695078e+30 1.234565e+30
#> 5.68e-10 6.63e-10 7.74e-10 9.03e-10 1.05e-09 1.23e-09
#> 8.991628e+29 6.548814e+29 4.769655e+29 3.473852e+29 2.530088e+29 1.842722e+29
#> 1.44e-09 1.68e-09 1.96e-09 2.28e-09 2.67e-09 3.11e-09
#> 1.342098e+29 9.774815e+28 7.119228e+28 5.185101e+28 3.776431e+28 2.750463e+28
#> 3.63e-09 4.24e-09 4.95e-09 5.78e-09 6.74e-09 7.87e-09
#> 2.003227e+28 1.458997e+28 1.062622e+28 7.739326e+27 5.636733e+27 4.105365e+27
#> 9.19e-09 1.07e-08 1.25e-08 1.46e-08 1.7e-08 1.99e-08
#> 2.990034e+27 2.177712e+27 1.586079e+27 1.155178e+27 8.413435e+26 6.127702e+26
#> 2.32e-08 2.71e-08 3.16e-08 3.69e-08 4.31e-08 5.03e-08
#> 4.462950e+26 3.250471e+26 2.367394e+26 1.724229e+26 1.255796e+26 9.146261e+25
#> 5.87e-08 6.86e-08 8e-08 9.34e-08 1.09e-07 1.27e-07
#> 6.661437e+25 4.851681e+25 3.533593e+25 2.573599e+25 1.874413e+25 1.365179e+25
#> 1.49e-07 1.73e-07 2.02e-07 2.36e-07 2.76e-07 3.22e-07
#> 9.942917e+24 7.241660e+24 5.274271e+24 3.841376e+24 2.797764e+24 2.037677e+24
#> 3.76e-07 4.39e-07 5.12e-07 5.98e-07 6.97e-07 8.14e-07
#> 1.484088e+24 1.080896e+24 7.872422e+23 5.733670e+23 4.175966e+23 3.041455e+23
#> 9.5e-07 1.11e-06 1.29e-06 1.51e-06 1.76e-06 2.06e-06
#> 2.215163e+23 1.613355e+23 1.175044e+23 8.558124e+22 6.233083e+22 4.539701e+22
#> 2.4e-06 2.81e-06 3.27e-06 3.82e-06 4.46e-06 5.21e-06
#> 3.306371e+22 2.408108e+22 1.753881e+22 1.277393e+22 9.303553e+21 6.775996e+21
#> 6.08e-06 7.09e-06 8.28e-06 9.67e-06 1.13e-05 1.32e-05
#> 4.935117e+21 3.594362e+21 2.617858e+21 1.906648e+21 1.388656e+21 1.011391e+21
#> 1.54e-05 1.79e-05 2.09e-05 2.44e-05 2.85e-05 3.33e-05
#> 7.366198e+20 5.364975e+20 3.907437e+20 2.845878e+20 2.072720e+20 1.509611e+20
#> 3.89e-05 4.54e-05 5.3e-05 6.18e-05 7.22e-05 8.42e-05
#> 1.099485e+20 8.007807e+19 5.832274e+19 4.247782e+19 3.093760e+19 2.253258e+19
#> 9.83e-05 0.000115 0.000134 0.000156 0.000182 0.000213
#> 1.641101e+19 1.195252e+19 8.705302e+18 6.340276e+18 4.617772e+18 3.363232e+18
#> 0.000249 0.00029 0.000339 0.000395 0.000462 0.000539
#> 2.449521e+18 1.784044e+18 1.299361e+18 9.463550e+17 6.892526e+17 5.019989e+17
#> 0.000629 0.000734 0.000857 0.001 0.00117 0.00136
#> 3.656176e+17 2.662879e+17 1.939437e+17 1.412538e+17 1.028784e+17 7.492878e+16
#> 0.00159 0.00186 0.00217 0.00253 0.00295 0.00345
#> 5.457239e+16 3.974635e+16 2.894820e+16 2.108366e+16 1.535572e+16 1.118393e+16
#> 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871
#> 8.145521e+15 5.932574e+15 4.320833e+15 3.146964e+15 2.292008e+15 1.669323e+15
#> 0.0102 0.0119 0.0139 0.0162 0.0189 0.022
#> 1.215807e+15 8.855011e+14 6.449313e+14 4.697186e+14 3.421071e+14 2.491646e+14
#> 0.0257 0.03 0.035 0.0409 0.0477 0.0557
#> 1.814724e+14 1.321706e+14 9.626299e+13 7.011060e+13 5.106319e+13 3.719052e+13
#> 0.0651 0.0759 0.0886 0.103 0.121 0.141
#> 2.708673e+13 1.972790e+13 1.436830e+13 1.046477e+13 7.621736e+12 5.551089e+12
#> 0.165 0.192 0.224 0.262 0.305 0.356
#> 4.042989e+12 2.944604e+12 2.144624e+12 1.561980e+12 1.137627e+12 8.285603e+11
#> 0.416 0.486 0.567 0.662 0.772 0.902
#> 6.034599e+11 4.395140e+11 3.201084e+11 2.331425e+11 1.698031e+11 1.236716e+11
#> 1.05 1.23 1.43 1.67 1.95 2.28
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 2.66 3.11 3.63 4.23 4.94 5.77
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 6.73 7.86 9.17 10.7 12.5 14.6
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 17 19.9 23.2 27.1 31.6 36.9
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 43 50.2 58.7 68.5 79.9 93.3
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 109 127 148 173 202 236
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 275 321 375 438 511 597
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 696 813 949 1110 1290 1510
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 1760 2060 2400 2800 3270 3820
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 4450
#> 0.000000e+00
#>
#> Slot "resource_dynamics":
#> [1] "resource_semichemostat"
#>
#> Slot "resource_params":
#> $kappa
#> [1] 1e+11
#>
#> $lambda
#> [1] 2.05
#>
#> $w_pp_cutoff
#> [1] 1
#>
#> $n
#> [1] 0.75
#>
#> $r_pp
#> [1] 10
#>
#>
#> Slot "other_dynamics":
#> $algae
#> [1] "algae_dynamics"
#>
#> $detritus
#> [1] "detritus_dynamics"
#>
#>
#> Slot "other_params":
#> $refuge_params
#> $refuge_params$method
#> [1] "binned"
#>
#> $refuge_params$a_bar
#> [1] 0.025
#>
#> $refuge_params$b_bar
#> [1] 3
#>
#> $refuge_params$w_settle
#> [1] 0.1
#>
#> $refuge_params$max_protect
#> [1] 0.98
#>
#> $refuge_params$tau
#> [1] 1
#>
#> $refuge_params$use_dummy_fish_bins
#> [1] TRUE
#>
#> $refuge_params$method_params
#> start_L end_L prop_protect
#> 1 0 5 0.6
#> 2 5 10 0.6
#> 3 10 15 0.6
#> 4 15 20 0.6
#> 5 20 25 0.6
#> 6 25 30 0.6
#> 7 30 35 0.6
#> 8 35 40 0.6
#> 9 40 45 0.6
#> 10 45 50 0.6
#>
#> $refuge_params$refuge
#> 0.001 0.00117 0.00136 0.00159 0.00186 0.00217 0.00253 0.00295
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> 0.00345 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871 0.0102
#> pred_eng 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0
#> 0.0119 0.0139 0.0162 0.0189 0.022 0.0257 0.03 0.035 0.0409 0.0477
#> pred_eng 0 0 0 0 0 0 0 0 0 0
#> pred_grab 0 0 0 0 0 0 0 0 0 0
#> eels 0 0 0 0 0 0 0 0 0 0
#> pred_crypt 0 0 0 0 0 0 0 0 0 0
#> pred_inv 0 0 0 0 0 0 0 0 0 0
#> pred_plank 0 0 0 0 0 0 0 0 0 0
#> parrotfish 0 0 0 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0 0 0 0
#> 0.0557 0.0651 0.0759 0.0886 0.103 0.121 0.141 0.165 0.192 0.224
#> pred_eng 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_grab 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> eels 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_crypt 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_inv 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_plank 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> parrotfish 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> farm_damsel 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> herbs 0 0 0 0 0.6 0.6 0.6 0.6 0.6 0.6
#> inverts 0 0 0 0 0.0 0.0 0.0 0.0 0.0 0.0
#> 0.262 0.305 0.356 0.416 0.486 0.567 0.662 0.772 0.902 1.05 1.23
#> pred_eng 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_grab 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> eels 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_crypt 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_inv 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_plank 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> parrotfish 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> farm_damsel 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> herbs 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> inverts 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> 1.43 1.67 1.95 2.28 2.66 3.11 3.63 4.23 4.94 5.77 6.73 7.86 9.17
#> pred_eng 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_grab 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> eels 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_crypt 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_inv 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_plank 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> parrotfish 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> farm_damsel 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> herbs 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> inverts 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> 10.7 12.5 14.6 17 19.9 23.2 27.1 31.6 36.9 43 50.2 58.7 68.5 79.9
#> pred_eng 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_grab 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> eels 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_crypt 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_inv 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_plank 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> parrotfish 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> farm_damsel 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> herbs 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> inverts 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> 93.3 109 127 148 173 202 236 275 321 375 438 511 597 696 813 949
#> pred_eng 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_grab 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> eels 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_crypt 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_inv 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> pred_plank 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> parrotfish 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> farm_damsel 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> herbs 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0.6
#> inverts 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
#> 1110 1290 1510 1760 2060 2400 2800 3270 3820 4450
#> pred_eng 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> pred_grab 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> eels 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> pred_crypt 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> pred_inv 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> pred_plank 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> parrotfish 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> farm_damsel 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> herbs 0.6 0.6 0.6 0.6 0.6 0.6 0.6 0 0 0
#> inverts 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0
#>
#> $refuge_params$bin.id
#> $refuge_params$bin.id[[1]]
#> [1] 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53
#>
#> $refuge_params$bin.id[[2]]
#> [1] 54 55 56 57 58 59 60 61 62 63 64 65 66
#>
#> $refuge_params$bin.id[[3]]
#> [1] 67 68 69 70 71 72 73 74
#>
#> $refuge_params$bin.id[[4]]
#> [1] 75 76 77 78 79
#>
#> $refuge_params$bin.id[[5]]
#> [1] 80 81 82 83 84
#>
#> $refuge_params$bin.id[[6]]
#> [1] 85 86 87
#>
#> $refuge_params$bin.id[[7]]
#> [1] 88 89 90
#>
#> $refuge_params$bin.id[[8]]
#> [1] 91 92 93
#>
#> $refuge_params$bin.id[[9]]
#> [1] 94 95
#>
#> $refuge_params$bin.id[[10]]
#> [1] 96 97
#>
#>
#> $refuge_params$refuge_lengths
#> start1 start2 start3 start4 start5 start6 start7
#> pred_eng 2.057171 6.335537 12.50003 18.60156 24.66257 30.69362 36.70091
#> pred_grab 1.787760 5.609668 11.19353 16.76769 22.33556 27.89877 33.45825
#> eels 4.168617 12.060503 22.91379 33.35373 43.53398 53.52539 63.36885
#> pred_crypt 2.053536 6.371319 12.62695 18.83964 25.02462 31.18907 37.33720
#> pred_inv 1.981702 6.015171 11.76433 17.41720 23.00841 28.55424 34.06415
#> pred_plank 1.981624 6.171220 12.25803 18.31337 24.34838 30.36831 36.37624
#> parrotfish 1.914286 5.917273 11.70083 17.43497 23.13725 28.81596 34.47595
#> farm_damsel 1.707279 5.440276 10.95700 16.50295 22.06797 27.64721 33.23780
#> herbs 1.584976 5.090395 10.30110 15.55821 20.84567 26.15583 31.48413
#> inverts 1.587401 5.000000 10.00000 15.00000 20.00000 25.00000 30.00000
#> start8 start9 start10 end1 end2 end3 end4
#> pred_eng 42.68850 48.65929 54.61542 6.335537 12.50003 18.60156 24.66257
#> pred_grab 39.01463 44.56838 50.11981 5.609668 11.19353 16.76769 22.33556
#> eels 73.09095 82.71035 92.24085 12.060503 22.91379 33.35373 43.53398
#> pred_crypt 43.47180 49.59485 55.70780 6.371319 12.62695 18.83964 25.02462
#> pred_inv 39.54438 44.99933 50.43227 6.015171 11.76433 17.41720 23.00841
#> pred_plank 42.37423 48.36370 54.34575 6.171220 12.25803 18.31337 24.34838
#> parrotfish 40.12043 45.75166 51.37133 5.917273 11.70083 17.43497 23.13725
#> farm_damsel 38.83787 44.44604 50.06132 5.440276 10.95700 16.50295 22.06797
#> herbs 36.82758 42.18403 47.55187 5.090395 10.30110 15.55821 20.84567
#> inverts 35.00000 40.00000 45.00000 5.000000 10.00000 15.00000 20.00000
#> end5 end6 end7 end8 end9 end10
#> pred_eng 30.69362 36.70091 42.68850 48.65929 54.61542 60.55857
#> pred_grab 27.89877 33.45825 39.01463 44.56838 50.11981 55.66919
#> eels 53.52539 63.36885 73.09095 82.71035 92.24085 101.69307
#> pred_crypt 31.18907 37.33720 43.47180 49.59485 55.70780 61.81181
#> pred_inv 28.55424 34.06415 39.54438 44.99933 50.43227 55.84572
#> pred_plank 30.36831 36.37624 42.37423 48.36370 54.34575 60.32121
#> parrotfish 28.81596 34.47595 40.12043 45.75166 51.37133 56.98075
#> farm_damsel 27.64721 33.23780 38.83787 44.44604 50.06132 55.68292
#> herbs 26.15583 31.48413 36.82758 42.18403 47.55187 52.92985
#> inverts 25.00000 30.00000 35.00000 40.00000 45.00000 50.00000
#>
#> $refuge_params$degrade
#> [1] FALSE
#>
#>
#> $algae
#> $algae$growth
#> [1] 2000
#>
#> $algae$capacity
#> [1] 1
#>
#> $algae$rho
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> pred_eng 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> pred_grab 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> eels 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> pred_crypt 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> pred_inv 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> pred_plank 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> parrotfish 0.08437131 0.09637212 0.11007990 0.12573746 0.14362211 0.16405064
#> farm_damsel 0.04204925 0.04803025 0.05486198 0.06266544 0.07157885 0.08176009
#> herbs 0.07731090 0.08830745 0.10086813 0.11521542 0.13160344 0.15032246
#> inverts 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> pred_eng 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_inv 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> parrotfish 0.18738488 0.2140381 0.2444825 0.2792572 0.3189782 0.3643491
#> farm_damsel 0.09338949 0.1066730 0.1218460 0.1391771 0.1589734 0.1815855
#> herbs 0.17170403 0.1961269 0.2240236 0.2558883 0.2922853 0.3338594
#> inverts 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> pred_eng 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_inv 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> parrotfish 0.4161734 0.4753691 0.5429847 0.6202178 0.7084363 0.8092029
#> farm_damsel 0.2074139 0.2369160 0.2706145 0.3091061 0.3530728 0.4032932
#> herbs 0.3813469 0.4355890 0.4975463 0.5683163 0.6491525 0.7414867
#> inverts 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> pred_eng 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_inv 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> parrotfish 0.9243024 1.0557734 1.2059445 1.3774757 1.5734052 1.7972033
#> farm_damsel 0.4606568 0.5261798 0.6010226 0.6865108 0.7841588 0.8956961
#> herbs 0.8469544 0.9674235 1.1050280 1.2622050 1.4417386 1.6468087
#> inverts 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> pred_eng 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_grab 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> eels 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_crypt 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_inv 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_plank 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> parrotfish 2.052834 2.344825 2.678349 3.059312 3.494462 3.991508 4.559252
#> farm_damsel 1.023098 1.168622 1.334844 1.524710 1.741581 1.989301 2.272255
#> herbs 1.881048 2.148604 2.454217 2.803301 3.202037 3.657488 4.177722
#> inverts 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> pred_eng 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_grab 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> eels 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_crypt 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_inv 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_plank 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> parrotfish 5.207751 5.948492 6.794594 7.761043 8.864959 10.125894 11.566181
#> farm_damsel 2.595456 2.964629 3.386312 3.867974 4.418147 5.046576 5.764391
#> herbs 4.771953 5.450706 6.226004 7.111579 8.123116 9.278533 10.598293
#> inverts 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45]
#> pred_eng 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> pred_grab 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> eels 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> pred_crypt 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> pred_inv 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> pred_plank 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> parrotfish 13.211332 15.090487 17.236928 19.688675 22.48915 25.68797 29.34177
#> farm_damsel 6.584307 7.520846 8.590596 9.812506 11.20822 12.80245 14.62345
#> herbs 12.105774 13.827676 15.794497 18.041076 20.60720 23.53833 26.88638
#> inverts 0.000000 0.000000 0.000000 0.000000 0.00000 0.00000 0.00000
#> [,46] [,47] [,48] [,49] [,50] [,51] [,52]
#> pred_eng 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_grab 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> eels 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_crypt 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_inv 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_plank 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> parrotfish 33.51529 38.28244 43.72766 49.94740 57.05182 65.16676 74.43596
#> farm_damsel 16.70346 19.07933 21.79314 24.89295 28.43367 32.47802 37.09763
#> herbs 30.71065 35.07887 40.06842 45.76767 52.27758 59.71344 68.20696
#> inverts 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> [,53] [,54] [,55] [,56] [,57] [,58] [,59]
#> pred_eng 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_grab 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> eels 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_crypt 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_inv 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_plank 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> parrotfish 85.02358 97.11717 110.93093 126.70953 144.73245 165.31891 188.83355
#> farm_damsel 42.37433 48.40157 55.28612 63.14991 72.13223 82.39218 94.11148
#> herbs 77.90859 88.99016 101.64794 116.10615 132.62086 151.48460 173.03147
#> inverts 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> [,60] [,61] [,62] [,63] [,64] [,65] [,66]
#> pred_eng 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_grab 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> eels 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_crypt 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_inv 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_plank 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> parrotfish 215.6929 246.3726 281.4162 321.4443 367.1659 419.3908 479.0442
#> farm_damsel 107.4977 122.7880 140.2531 160.2024 182.9893 209.0174 238.7476
#> herbs 197.6431 225.7555 257.8665 294.5450 336.4405 384.2951 438.9565
#> inverts 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> [,67] [,68] [,69] [,70] [,71] [,72] [,73]
#> pred_eng 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_grab 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> eels 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_crypt 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_inv 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_plank 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> parrotfish 547.1825 625.0126 713.9132 815.4589 931.4482 1063.9355 1215.2677
#> farm_damsel 272.7066 311.4958 355.8024 406.4110 464.2182 530.2477 605.6691
#> herbs 501.3928 572.7100 654.1711 747.2192 853.5022 974.9027 1113.5709
#> inverts 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> [,74] [,75] [,76] [,77] [,78] [,79] [,80]
#> pred_eng 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> pred_grab 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> eels 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> pred_crypt 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> pred_inv 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> pred_plank 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> parrotfish 1388.1250 1585.5692 1811.0975 2068.704 2362.953 2699.055 3082.963
#> farm_damsel 691.8183 790.2211 902.6207 1031.008 1177.656 1345.164 1536.497
#> herbs 1271.9631 1452.8846 1659.5401 1895.590 2165.215 2473.191 2824.973
#> inverts 0.0000 0.0000 0.0000 0.000 0.000 0.000 0.000
#> [,81] [,82] [,83] [,84] [,85] [,86] [,87]
#> pred_eng 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_grab 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> eels 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_crypt 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_inv 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_plank 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> parrotfish 3521.478 4022.366 4594.500 5248.012 5994.479 6847.122 7821.044
#> farm_damsel 1755.046 2004.680 2289.822 2615.521 2987.548 3412.491 3897.877
#> herbs 3226.791 3685.764 4210.020 4808.845 5492.846 6274.138 7166.559
#> inverts 0.000 0.000 0.000 0.000 0.000 0.000 0.000
#> [,88] [,89] [,90] [,91] [,92] [,93] [,94]
#> pred_eng 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> pred_grab 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> eels 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> pred_crypt 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> pred_inv 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> pred_plank 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> parrotfish 8933.494 10204.177 11655.599 13313.47 15207.151 17370.19 19840.888
#> farm_damsel 4452.304 5085.591 5808.956 6635.21 7578.989 8657.01 9888.367
#> herbs 8185.916 9350.265 10680.228 12199.36 13934.577 15916.60 18180.551
#> inverts 0.000 0.000 0.000 0.00 0.000 0.00 0.000
#> [,95] [,96] [,97] [,98] [,99] [,100]
#> pred_eng 0.00 0.00 0.00 0.00 0.00 0.00
#> pred_grab 0.00 0.00 0.00 0.00 0.00 0.00
#> eels 0.00 0.00 0.00 0.00 0.00 0.00
#> pred_crypt 0.00 0.00 0.00 0.00 0.00 0.00
#> pred_inv 0.00 0.00 0.00 0.00 0.00 0.00
#> pred_plank 0.00 0.00 0.00 0.00 0.00 0.00
#> parrotfish 22663.02 25886.56 29568.62 33774.40 38578.40 44065.72
#> farm_damsel 11294.87 12901.43 14736.50 16832.59 19226.83 21961.62
#> herbs 20766.52 23720.31 27094.24 30948.07 35350.06 40378.19
#> inverts 0.00 0.00 0.00 0.00 0.00 0.00
#>
#>
#> $detritus
#> $detritus$capacity
#> [1] 1
#>
#> $detritus$sen_decomp
#> [1] 0.8
#>
#> $detritus$ext_decomp
#> [1] 0.2
#>
#> $detritus$external
#> [1] 1
#>
#> $detritus$rho
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> pred_eng 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.3540020 0.3975345 0.4464204 0.5013178 0.5629662 0.6321956
#> pred_inv 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> parrotfish 0.1803827 0.2025648 0.2274747 0.2554478 0.2868609 0.3221370
#> farm_damsel 0.0898997 0.1009549 0.1133696 0.1273109 0.1429667 0.1605477
#> herbs 0.1652878 0.1856136 0.2084390 0.2340713 0.2628557 0.2951797
#> inverts 4.6353489 5.2053697 5.8454875 6.5643221 7.3715538 8.2780527
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> pred_eng 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 0.7099383 0.7972412 0.8952801 1.0053750 1.1290085 1.2678456
#> pred_inv 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> parrotfish 0.3617510 0.4062364 0.4561924 0.5122915 0.5752893 0.6460341
#> farm_damsel 0.1802906 0.2024614 0.2273586 0.2553175 0.2867146 0.3219726
#> herbs 0.3314787 0.3722415 0.4180170 0.4694216 0.5271476 0.5919723
#> inverts 9.2960262 10.4391825 11.7229157 13.1645129 14.7833870 16.6013382
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> pred_eng 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> eels 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_crypt 1.4237558 1.5988388 1.7954521 2.0162435 2.2641861 2.5426189
#> pred_inv 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> pred_plank 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> parrotfish 0.7254786 0.8146926 0.9148774 1.0273823 1.1537221 1.2955983
#> farm_damsel 0.3615664 0.4060291 0.4559596 0.5120301 0.5749958 0.6457045
#> herbs 0.6647687 0.7465170 0.8383181 0.9414083 1.0571757 1.1871793
#> inverts 18.6428476 20.9354067 23.5098876 26.4009591 29.6475531 33.2933892
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> pred_eng 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> pred_grab 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> eels 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> pred_crypt 2.8552913 3.2064139 3.6007149 4.043504 4.540744 5.099131
#> pred_inv 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> pred_plank 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> parrotfish 1.4549213 1.6338368 1.8347539 2.060378 2.313748 2.598276
#> farm_damsel 0.7251084 0.8142769 0.9144106 1.026858 1.153133 1.294937
#> herbs 1.3331698 1.4971131 1.6812169 1.887961 2.120128 2.380845
#> inverts 37.3875631 41.9852082 47.1482375 52.946178 59.457106 66.768699
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> pred_eng 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_grab 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> eels 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_crypt 5.726184 6.430348 7.221105 8.109103 9.106300 10.226125
#> pred_inv 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_plank 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> parrotfish 2.917793 3.276601 3.679533 4.132015 4.640139 5.210749
#> farm_damsel 1.454179 1.633003 1.833818 2.059327 2.312568 2.596950
#> herbs 2.673624 3.002407 3.371620 3.786237 4.251841 4.774700
#> inverts 74.979419 84.199831 94.554101 106.181663 119.239096 133.902235
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> pred_eng 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_grab 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> eels 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_crypt 11.483658 12.895833 14.481667 16.262515 18.262358 20.508127
#> pred_inv 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> pred_plank 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> parrotfish 5.851529 6.571106 7.379172 8.286608 9.305633 10.449971
#> farm_damsel 2.916304 3.274929 3.677656 4.129907 4.637772 5.208091
#> herbs 5.361858 6.021219 6.761664 7.593163 8.526914 9.575491
#> inverts 150.368538 168.859745 189.624863 212.943522 239.129736 268.536136
#> [,37] [,38] [,39] [,40] [,41] [,42]
#> pred_eng 0.000000 0.000000 0.000000 0.00000 0.000000 0.00000
#> pred_grab 0.000000 0.000000 0.000000 0.00000 0.000000 0.00000
#> eels 0.000000 0.000000 0.000000 0.00000 0.000000 0.00000
#> pred_crypt 23.030065 25.862131 29.042464 32.61389 36.624505 41.12831
#> pred_inv 0.000000 0.000000 0.000000 0.00000 0.000000 0.00000
#> pred_plank 0.000000 0.000000 0.000000 0.00000 0.000000 0.00000
#> parrotfish 11.735031 13.178118 14.798665 16.61850 18.662115 20.95704
#> farm_damsel 5.848543 6.567753 7.375407 8.28238 9.300885 10.44464
#> herbs 10.753013 12.075339 13.560275 15.22782 17.100420 19.20330
#> inverts 301.558717 338.642170 380.285871 427.05061 479.566120 538.53960
#> [,43] [,44] [,45] [,46] [,47] [,48]
#> pred_eng 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_grab 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> eels 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_crypt 46.18597 51.86558 58.24362 65.40599 73.44913 82.48136
#> pred_inv 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_plank 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> parrotfish 23.53418 26.42824 29.67819 33.32780 37.42620 42.02860
#> farm_damsel 11.72904 13.17139 14.79111 16.61002 18.65259 20.94635
#> herbs 21.56478 24.21666 27.19465 30.53884 34.29428 38.51154
#> inverts 604.76521 679.13474 762.64969 856.43469 961.75268 1080.02188
#> [,49] [,50] [,51] [,52] [,53] [,54]
#> pred_eng 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_grab 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> eels 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_crypt 92.62431 104.01456 116.80550 131.16937 147.29960 165.41342
#> pred_inv 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> pred_plank 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
#> parrotfish 47.19696 53.00090 59.51855 66.83770 75.05691 84.28685
#> farm_damsel 23.52218 26.41476 29.66305 33.31079 37.40711 42.00715
#> herbs 43.24740 48.56564 54.53789 61.24455 68.77595 77.23351
#> inverts 1212.83496 1361.98040 1529.46664 1717.54910 1928.76054 2165.94520
#> [,55] [,56] [,57] [,58] [,59] [,60]
#> pred_eng 0.00000 0.00000 0.00000 0.0000 0.00000 0.00000
#> pred_grab 0.00000 0.00000 0.00000 0.0000 0.00000 0.00000
#> eels 0.00000 0.00000 0.00000 0.0000 0.00000 0.00000
#> pred_crypt 185.75473 208.59747 234.24924 263.0555 295.40408 331.73068
#> pred_inv 0.00000 0.00000 0.00000 0.0000 0.00000 0.00000
#> pred_plank 0.00000 0.00000 0.00000 0.0000 0.00000 0.00000
#> parrotfish 94.65182 106.29140 119.36233 134.0406 150.52394 169.03426
#> farm_damsel 47.17288 52.97385 59.48819 66.8036 75.01861 84.24384
#> herbs 86.73111 97.39666 109.37378 122.8238 137.92771 154.88903
#> inverts 2432.29706 2731.40291 3067.29057 3444.4832 3868.06018 4343.72551
#> [,61] [,62] [,63] [,64] [,65] [,66]
#> pred_eng 0.00000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_grab 0.00000 0.0000 0.0000 0.0000 0.0000 0.0000
#> eels 0.00000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_crypt 372.52446 418.3348 469.7785 527.5483 592.4223 665.2740
#> pred_inv 0.00000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_plank 0.00000 0.0000 0.0000 0.0000 0.0000 0.0000
#> parrotfish 189.82084 213.1636 239.3769 268.8137 301.8704 338.9921
#> farm_damsel 94.60353 106.2372 119.3014 133.9722 150.4471 168.9480
#> herbs 173.93614 195.3255 219.3452 246.3186 276.6091 310.6244
#> inverts 4877.88464 5477.7307 6151.3414 6907.7877 7757.2561 8711.1859
#> [,67] [,68] [,69] [,70] [,71] [,72]
#> pred_eng 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_grab 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> eels 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_crypt 747.0845 838.9554 942.1239 1057.9793 1188.0817 1334.1832
#> pred_inv 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_plank 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> parrotfish 380.6789 427.4920 480.0617 539.0962 605.3902 679.8366
#> farm_damsel 189.7240 213.0548 239.2547 268.6765 301.7163 338.8192
#> herbs 348.8227 391.7183 439.8889 493.9832 554.7296 622.9461
#> inverts 9782.4229 10985.3927 12336.2948 13853.3207 15556.8993 17469.9713
#> [,73] [,74] [,75] [,76] [,77] [,78]
#> pred_eng 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_grab 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> eels 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_crypt 1498.2511 1682.4949 1889.3957 2121.7395 2382.6553 2675.6566
#> pred_inv 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> pred_plank 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
#> parrotfish 763.4379 857.3198 962.7466 1081.1381 1214.0884 1363.3880
#> farm_damsel 380.4847 427.2738 479.8168 538.8211 605.0813 679.4897
#> herbs 699.5514 785.5771 882.1815 990.6656 1112.4903 1249.2961
#> inverts 19618.2988 22030.8115 24739.9972 27782.3385 31198.8043 35035.4017
#> [,79] [,80] [,81] [,82] [,83] [,84]
#> pred_eng 0.0000 0.0000 0.0000 0.000 0.000 0.000
#> pred_grab 0.0000 0.0000 0.0000 0.000 0.000 0.000
#> eels 0.0000 0.0000 0.0000 0.000 0.000 0.000
#> pred_crypt 3004.6890 3374.1833 3789.1153 4255.073 4778.330 5365.933
#> pred_inv 0.0000 0.0000 0.0000 0.000 0.000 0.000
#> pred_plank 0.0000 0.0000 0.0000 0.000 0.000 0.000
#> parrotfish 1531.0473 1719.3241 1930.7539 2168.184 2434.811 2734.226
#> farm_damsel 763.0483 856.8824 962.2554 1080.586 1213.469 1362.692
#> herbs 1402.9253 1575.4466 1769.1834 1986.744 2231.060 2505.419
#> inverts 39343.7954 44182.0034 49615.1783 55716.485 62568.085 70262.243
#> [,85] [,86] [,87] [,88] [,89] [,90]
#> pred_eng 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_grab 0.000 0.000 0.000 0.000 0.000 0.000
#> eels 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_crypt 6025.796 6766.804 7598.935 8533.396 9582.769 10761.187
#> pred_inv 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_plank 0.000 0.000 0.000 0.000 0.000 0.000
#> parrotfish 3070.461 3448.043 3872.058 4348.215 4882.926 5483.392
#> farm_damsel 1530.266 1718.447 1929.769 2167.077 2433.568 2732.831
#> herbs 2813.516 3159.502 3548.034 3984.345 4474.310 5024.527
#> inverts 78902.572 88605.425 99501.463 111737.414 125478.052 140908.412
#> [,91] [,92] [,93] [,94] [,95] [,96]
#> pred_eng 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_grab 0.000 0.000 0.000 0.000 0.000 0.000
#> eels 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_crypt 12084.518 13570.583 15239.392 17113.419 19217.901 21581.176
#> pred_inv 0.000 0.000 0.000 0.000 0.000 0.000
#> pred_plank 0.000 0.000 0.000 0.000 0.000 0.000
#> parrotfish 6157.699 6914.927 7765.273 8720.189 9792.533 10996.746
#> farm_damsel 3068.894 3446.284 3870.082 4345.996 4880.434 5480.594
#> herbs 5642.406 6336.268 7115.455 7990.461 8973.068 10076.510
#> inverts 158236.283 177695.007 199546.620 224085.382 251641.739 282586.773
#> [,97] [,98] [,99] [,100]
#> pred_eng 0.000 0.000 0.000 0.000
#> pred_grab 0.000 0.000 0.000 0.000
#> eels 0.000 0.000 0.000 0.000
#> pred_crypt 24235.068 27215.317 30562.055 34320.350
#> pred_inv 0.000 0.000 0.000 0.000
#> pred_plank 0.000 0.000 0.000 0.000
#> parrotfish 12349.044 13867.638 15572.977 17488.026
#> farm_damsel 6154.557 6911.399 7761.311 8715.739
#> herbs 11315.644 12707.158 14269.790 16024.583
#> inverts 317337.197 356360.971 400183.598 449395.207
#>
#>
#> $include_sen_mort
#> [1] TRUE
#>
#> $new_refuge
#> [1] FALSE
#>
#> $use_UR_cc
#> [1] FALSE
#>
#> $ext_mort_params
#> $ext_mort_params$nat_mort
#> [1] 0.2
#>
#> $ext_mort_params$sen_prop
#> [1] 0.1
#>
#> $ext_mort_params$sen_curve
#> [1] 0.3
#>
#>
#>
#> Slot "other_encounter":
#> $algae
#> [1] "encounter_contribution"
#>
#> $detritus
#> [1] "encounter_contribution"
#>
#>
#> Slot "other_mort":
#> list()
#>
#> Slot "rates_funcs":
#> $Rates
#> [1] "mizerRates"
#>
#> $Encounter
#> [1] "mizerEncounter"
#>
#> $FeedingLevel
#> [1] "mizerFeedingLevel"
#>
#> $EReproAndGrowth
#> [1] "mizerEReproAndGrowth"
#>
#> $PredRate
#> [1] "mizerPredRate"
#>
#> $PredMort
#> [1] "mizerPredMort"
#>
#> $FMort
#> [1] "mizerFMort"
#>
#> $Mort
#> [1] "mizerMort"
#>
#> $ERepro
#> [1] "mizerERepro"
#>
#> $EGrowth
#> [1] "mizerEGrowth"
#>
#> $Diffusion
#> [1] "mizerDiffusion"
#>
#> $ResourceMort
#> [1] "mizerResourceMort"
#>
#> $RDI
#> [1] "mizerRDI"
#>
#> $RDD
#> [1] "BevertonHoltRDD"
#>
#>
#> Slot "sc":
#> [1] 1.000000e-03 1.167237e-03 1.362441e-03 1.590291e-03 1.856246e-03
#> [6] 2.166678e-03 2.529026e-03 2.951971e-03 3.445648e-03 4.021887e-03
#> [11] 4.694493e-03 5.479584e-03 6.395970e-03 7.465610e-03 8.714133e-03
#> [16] 1.017145e-02 1.187249e-02 1.385801e-02 1.617557e-02 1.888072e-02
#> [21] 2.203826e-02 2.572387e-02 3.002584e-02 3.504725e-02 4.090843e-02
#> [26] 4.774982e-02 5.573533e-02 6.505631e-02 7.593611e-02 8.863540e-02
#> [31] 1.034585e-01 1.207605e-01 1.409561e-01 1.645291e-01 1.920444e-01
#> [36] 2.241612e-01 2.616491e-01 3.054064e-01 3.564815e-01 4.160982e-01
#> [41] 4.856851e-01 5.669093e-01 6.617173e-01 7.723806e-01 9.015508e-01
#> [46] 1.052323e+00 1.228310e+00 1.433728e+00 1.673500e+00 1.953370e+00
#> [51] 2.280045e+00 2.661352e+00 3.106427e+00 3.625935e+00 4.232324e+00
#> [56] 4.940123e+00 5.766292e+00 6.730627e+00 7.856234e+00 9.170083e+00
#> [61] 1.070366e+01 1.249370e+01 1.458310e+01 1.702193e+01 1.986862e+01
#> [66] 2.319137e+01 2.706982e+01 3.159688e+01 3.688103e+01 4.304889e+01
#> [71] 5.024824e+01 5.865158e+01 6.846026e+01 7.990932e+01 9.327307e+01
#> [76] 1.088717e+02 1.270791e+02 1.483313e+02 1.731377e+02 2.020927e+02
#> [81] 2.358900e+02 2.753394e+02 3.213862e+02 3.751337e+02 4.378698e+02
#> [86] 5.110976e+02 5.965718e+02 6.963404e+02 8.127939e+02 9.487228e+02
#> [91] 1.107384e+03 1.292579e+03 1.508745e+03 1.761063e+03 2.055577e+03
#> [96] 2.399344e+03 2.800602e+03 3.268965e+03 3.815655e+03 4.453772e+03
#>
#> Slot "initial_n_pp":
#> 8.58e-13 1e-12 1.17e-12 1.36e-12 1.59e-12 1.86e-12
#> 5.447747e+35 3.967722e+35 2.889785e+35 2.104698e+35 1.532901e+35 1.116448e+35
#> 2.17e-12 2.53e-12 2.96e-12 3.45e-12 4.03e-12 4.7e-12
#> 8.131354e+34 5.922256e+34 4.313318e+34 3.141491e+34 2.288022e+34 1.666420e+34
#> 5.49e-12 6.41e-12 7.48e-12 8.73e-12 1.02e-11 1.19e-11
#> 1.213693e+34 8.839609e+33 6.438095e+33 4.689016e+33 3.415121e+33 2.487313e+33
#> 1.39e-11 1.62e-11 1.89e-11 2.21e-11 2.58e-11 3.01e-11
#> 1.811568e+33 1.319408e+33 9.609556e+32 6.998865e+32 5.097438e+32 3.712584e+32
#> 3.51e-11 4.1e-11 4.78e-11 5.58e-11 6.52e-11 7.61e-11
#> 2.703962e+32 1.969359e+32 1.434330e+32 1.044657e+32 7.608479e+31 5.541434e+31
#> 8.88e-11 1.04e-10 1.21e-10 1.41e-10 1.65e-10 1.92e-10
#> 4.035957e+31 2.939482e+31 2.140894e+31 1.559263e+31 1.135648e+31 8.271192e+30
#> 2.25e-10 2.62e-10 3.06e-10 3.57e-10 4.17e-10 4.86e-10
#> 6.024103e+30 4.387496e+30 3.195516e+30 2.327370e+30 1.695078e+30 1.234565e+30
#> 5.68e-10 6.63e-10 7.74e-10 9.03e-10 1.05e-09 1.23e-09
#> 8.991628e+29 6.548814e+29 4.769655e+29 3.473852e+29 2.530088e+29 1.842722e+29
#> 1.44e-09 1.68e-09 1.96e-09 2.28e-09 2.67e-09 3.11e-09
#> 1.342098e+29 9.774815e+28 7.119228e+28 5.185101e+28 3.776431e+28 2.750463e+28
#> 3.63e-09 4.24e-09 4.95e-09 5.78e-09 6.74e-09 7.87e-09
#> 2.003227e+28 1.458997e+28 1.062622e+28 7.739326e+27 5.636733e+27 4.105365e+27
#> 9.19e-09 1.07e-08 1.25e-08 1.46e-08 1.7e-08 1.99e-08
#> 2.990034e+27 2.177712e+27 1.586079e+27 1.155178e+27 8.413435e+26 6.127702e+26
#> 2.32e-08 2.71e-08 3.16e-08 3.69e-08 4.31e-08 5.03e-08
#> 4.462950e+26 3.250471e+26 2.367394e+26 1.724229e+26 1.255796e+26 9.146261e+25
#> 5.87e-08 6.86e-08 8e-08 9.34e-08 1.09e-07 1.27e-07
#> 6.661437e+25 4.851681e+25 3.533593e+25 2.573599e+25 1.874413e+25 1.365179e+25
#> 1.49e-07 1.73e-07 2.02e-07 2.36e-07 2.76e-07 3.22e-07
#> 9.942917e+24 7.241660e+24 5.274271e+24 3.841376e+24 2.797764e+24 2.037677e+24
#> 3.76e-07 4.39e-07 5.12e-07 5.98e-07 6.97e-07 8.14e-07
#> 1.484088e+24 1.080896e+24 7.872422e+23 5.733670e+23 4.175966e+23 3.041455e+23
#> 9.5e-07 1.11e-06 1.29e-06 1.51e-06 1.76e-06 2.06e-06
#> 2.215163e+23 1.613355e+23 1.175044e+23 8.558124e+22 6.233083e+22 4.539701e+22
#> 2.4e-06 2.81e-06 3.27e-06 3.82e-06 4.46e-06 5.21e-06
#> 3.306371e+22 2.408108e+22 1.753881e+22 1.277393e+22 9.303553e+21 6.775996e+21
#> 6.08e-06 7.09e-06 8.28e-06 9.67e-06 1.13e-05 1.32e-05
#> 4.935117e+21 3.594362e+21 2.617858e+21 1.906648e+21 1.388656e+21 1.011391e+21
#> 1.54e-05 1.79e-05 2.09e-05 2.44e-05 2.85e-05 3.33e-05
#> 7.366198e+20 5.364975e+20 3.907437e+20 2.845878e+20 2.072720e+20 1.509611e+20
#> 3.89e-05 4.54e-05 5.3e-05 6.18e-05 7.22e-05 8.42e-05
#> 1.099485e+20 8.007807e+19 5.832274e+19 4.247782e+19 3.093760e+19 2.253258e+19
#> 9.83e-05 0.000115 0.000134 0.000156 0.000182 0.000213
#> 1.641101e+19 1.195252e+19 8.705302e+18 6.340276e+18 4.617772e+18 3.363232e+18
#> 0.000249 0.00029 0.000339 0.000395 0.000462 0.000539
#> 2.449521e+18 1.784044e+18 1.299361e+18 9.463550e+17 6.892526e+17 5.019989e+17
#> 0.000629 0.000734 0.000857 0.001 0.00117 0.00136
#> 3.656176e+17 2.662879e+17 1.939437e+17 1.412538e+17 1.028784e+17 7.492878e+16
#> 0.00159 0.00186 0.00217 0.00253 0.00295 0.00345
#> 5.457239e+16 3.974635e+16 2.894820e+16 2.108366e+16 1.535572e+16 1.118393e+16
#> 0.00402 0.00469 0.00548 0.0064 0.00747 0.00871
#> 8.145521e+15 5.932574e+15 4.320833e+15 3.146964e+15 2.292008e+15 1.669323e+15
#> 0.0102 0.0119 0.0139 0.0162 0.0189 0.022
#> 1.215807e+15 8.855011e+14 6.449313e+14 4.697186e+14 3.421071e+14 2.491646e+14
#> 0.0257 0.03 0.035 0.0409 0.0477 0.0557
#> 1.814724e+14 1.321706e+14 9.626299e+13 7.011060e+13 5.106319e+13 3.719052e+13
#> 0.0651 0.0759 0.0886 0.103 0.121 0.141
#> 2.708673e+13 1.972790e+13 1.436830e+13 1.046477e+13 7.621736e+12 5.551089e+12
#> 0.165 0.192 0.224 0.262 0.305 0.356
#> 4.042989e+12 2.944604e+12 2.144624e+12 1.561980e+12 1.137627e+12 8.285603e+11
#> 0.416 0.486 0.567 0.662 0.772 0.902
#> 6.034599e+11 4.395140e+11 3.201084e+11 2.331425e+11 1.698031e+11 1.236716e+11
#> 1.05 1.23 1.43 1.67 1.95 2.28
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 2.66 3.11 3.63 4.23 4.94 5.77
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 6.73 7.86 9.17 10.7 12.5 14.6
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 17 19.9 23.2 27.1 31.6 36.9
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 43 50.2 58.7 68.5 79.9 93.3
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 109 127 148 173 202 236
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 275 321 375 438 511 597
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 696 813 949 1110 1290 1510
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 1760 2060 2400 2800 3270 3820
#> 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
#> 4450
#> 0.000000e+00
#>
#> Slot "initial_n_other":
#> $algae
#> [1] 1
#>
#> $detritus
#> [1] 1
#>
#>
#> Slot "species_params":
#> An object of class "species_params" containing parameters for 10 species:
#> species w_inf w_mat h ks z0 z_ext
#> pred_eng 1259.571941 50.0 20.67767 0.15 0.10071531 0
#> pred_grab 3915.475510 140.0 10.06779 0.15 0.07584992 0
#> eels 2959.552686 300.0 22.13313 0.15 0.08134760 0
#> pred_crypt 6.242901 0.8 54.02157 0.15 0.37958116 0
#> pred_inv 1600.073891 50.0 82.71067 0.15 0.09486723 0
#> pred_plank 110.191125 2.5 17.99342 0.15 0.18518875 0
#> parrotfish 4453.772271 63.0 27.49464 0.10 0.07344619 0
#> farm_damsel 41.540096 1.0 13.70287 0.10 0.23633845 0
#> herbs 1269.327573 105.0 25.19382 0.10 0.10052124 0
#> inverts 675.000000 0.1 353.64245 0.10 0.11771324 0
#> With 40 other parameters: l_max, age_mat, k_vb, beta, sigma, biomass_cutoff, biomass_observed, a, b, interaction_resource, interaction_detritus, interaction_algae, refuge_user, blocked_pred, satiation, linecolour, rep_species, group_names, Resilience, old_groups, n, p, w_max, w_min, w_repro_max, alpha, is_background, pred_kernel_type, k, d, E_ext, D_ext, q, gamma, w_mat25, m, erepro, R_max, rho_algae, rho_detritus
#>
#> Slot "given_species_params":
#> An object of class "given_species_params" containing parameters for 10 species:
#> species w_inf w_mat ks l_max age_mat k_vb
#> pred_eng 1259.571941 50.0 0.15 45 2.0 0.40
#> pred_grab 3915.475510 140.0 0.15 60 5.4 0.10
#> eels 2959.552686 300.0 0.15 100 3.0 0.19
#> pred_crypt 6.242901 0.8 0.15 8 NA 3.00
#> pred_inv 1600.073891 50.0 0.15 45 0.5 0.40
#> pred_plank 110.191125 2.5 0.15 20 1.0 0.30
#> parrotfish 4453.772271 63.0 0.10 64 1.6 0.60
#> farm_damsel 41.540096 1.0 0.10 13 1.0 0.30
#> herbs 1269.327573 105.0 0.10 39 2.0 0.40
#> inverts 675.000000 0.1 0.10 30 NA 3.00
#> With 20 other parameters: beta, sigma, biomass_cutoff, biomass_observed, a, b, interaction_resource, interaction_detritus, interaction_algae, refuge_user, blocked_pred, satiation, linecolour, rep_species, group_names, Resilience, old_groups, n, p, w_max
#>
#> Slot "interaction":
#> prey
#> predator pred_eng pred_grab eels pred_crypt pred_inv pred_plank parrotfish
#> pred_eng 1 1 1 1 1 1 1
#> pred_grab 1 1 1 1 1 1 1
#> eels 1 1 1 1 1 1 1
#> pred_crypt 1 1 1 1 1 1 1
#> pred_inv 0 0 0 0 0 0 0
#> pred_plank 1 1 1 1 1 1 1
#> parrotfish 0 0 0 0 0 0 0
#> farm_damsel 0 0 0 0 0 0 0
#> herbs 0 0 0 0 0 0 0
#> inverts 0 0 0 0 0 0 0
#> prey
#> predator farm_damsel herbs inverts
#> pred_eng 1 1 1
#> pred_grab 1 1 1
#> eels 1 1 1
#> pred_crypt 1 1 1
#> pred_inv 0 0 1
#> pred_plank 1 1 1
#> parrotfish 0 0 0
#> farm_damsel 0 0 0
#> herbs 0 0 0
#> inverts 0 0 0
#>
#> Slot "gear_params":
#> An object of class "gear_params" containing gear parameters for 10 gears:
#> gear species sel_func catchability
#> knife_edge_gear pred_eng knife_edge 1
#> knife_edge_gear pred_grab knife_edge 1
#> knife_edge_gear eels knife_edge 1
#> knife_edge_gear pred_crypt knife_edge 1
#> knife_edge_gear pred_inv knife_edge 1
#> knife_edge_gear pred_plank knife_edge 1
#> knife_edge_gear parrotfish knife_edge 1
#> knife_edge_gear farm_damsel knife_edge 1
#> knife_edge_gear herbs knife_edge 1
#> knife_edge_gear inverts knife_edge 1
#> With 1 other parameters: knife_edge_size
#>
#> Slot "selectivity":
#> , , w = 0.001
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00117
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00136
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00159
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00186
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00217
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00253
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00295
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00345
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00402
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00469
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00548
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0064
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00747
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.00871
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0102
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0119
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0139
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0162
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0189
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.022
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0257
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.03
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.035
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0409
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0477
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0557
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0651
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0759
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.0886
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 0
#>
#> , , w = 0.103
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.121
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.141
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.165
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.192
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.224
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.262
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.305
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.356
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.416
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.486
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.567
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.662
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.772
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 0 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 0.902
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 0 0 1
#>
#> , , w = 1.05
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 1.23
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 1.43
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 1.67
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 1.95
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 2.28
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 0
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 2.66
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 3.11
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 3.63
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 4.23
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 4.94
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 5.77
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 6.73
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 7.86
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 9.17
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 10.7
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 12.5
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 14.6
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 17
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 19.9
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 23.2
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 27.1
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 31.6
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 36.9
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 43
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 0 0 0 1 0 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 50.2
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 58.7
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 0 1 0 1
#>
#> , , w = 68.5
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 0 1
#>
#> , , w = 79.9
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 0 1
#>
#> , , w = 93.3
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 0 1
#>
#> , , w = 109
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 127
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 0 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 148
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 173
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 202
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 236
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 275
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 0 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 321
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 375
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 438
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 511
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 597
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 696
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 813
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 949
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 1110
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 1290
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 1510
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 1760
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 2060
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 2400
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 2800
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 3270
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 3820
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> , , w = 4450
#>
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#>
#> Slot "catchability":
#> sp
#> gear pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> knife_edge_gear 1 1 1 1 1 1
#> sp
#> gear parrotfish farm_damsel herbs inverts
#> knife_edge_gear 1 1 1 1
#>
#> Slot "initial_effort":
#> knife_edge_gear
#> 0
#>
#> Slot "A":
#> [1] 1 1 1 1 1 1 1 1 1 1
#>
#> Slot "linecolour":
#> pred_eng pred_grab eels pred_crypt pred_inv
#> "#d35569" "#b95236" "#d078ca" "#9b2f68" "#58449e"
#> pred_plank parrotfish farm_damsel herbs inverts
#> "#678cde" "#70c464" "#aabc51" "#54832f" "#c7923f"
#> Resource Total Background Fishing External
#> "lightseagreen" "black" "grey" "blue" "grey"
#> algae detritus
#> "darkseagreen3" "plum4"
#>
#> Slot "linetype":
#> pred_eng pred_grab eels pred_crypt pred_inv pred_plank
#> "solid" "solid" "solid" "solid" "solid" "solid"
#> parrotfish farm_damsel herbs inverts Resource Total
#> "solid" "solid" "solid" "solid" "solid" "solid"
#> Background Fishing External algae detritus
#> "solid" "solid" "solid" "solid" "solid"
#>
#> Slot "ft_mask":
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,24] [,25] [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,35] [,36] [,37] [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,46] [,47] [,48] [,49] [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63] [,64] [,65] [,66] [,67]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,68] [,69] [,70] [,71] [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86] [,87] [,88] [,89]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108] [,109]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,137] [,138] [,139] [,140] [,141] [,142] [,143] [,144] [,145]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,146] [,147] [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161] [,162] [,163]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,164] [,165] [,166] [,167] [,168] [,169] [,170] [,171] [,172]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,173] [,174] [,175] [,176] [,177] [,178] [,179] [,180] [,181]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,182] [,183] [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198] [,199]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226]
#> pred_eng TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_crypt FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_inv TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> pred_plank FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> herbs TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> inverts TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
#> [,227] [,228] [,229] [,230] [,231] [,232] [,233] [,234] [,235]
#> pred_eng FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_grab TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
#> eels TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
#> pred_crypt FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_inv TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> pred_plank FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> parrotfish TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
#> farm_damsel FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> herbs FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#> inverts FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
#>
#> Slot "use_predation_diffusion":
#> [1] FALSE
#>
#> Slot "second_order_w":
#> $flux
#> [1] "upwind"
#>
#> $bin_average
#> [1] FALSEThe tuning profile approximates the refuge shape we’ll eventually switch to, so it’s worth visualizing before we start tuning:
# Visualize the initial (tuning) refuge profile
plotRefugeProfile(params) +
ggtitle("Initial refuge profile (tuning method)")
Let’s examine the species groups and their key parameters:
Step 2: Set Intermediate Reproduction Level
To achieve a stable initial steady state, we set reproduction levels to an intermediate value (typically 0.5), which adds moderate density-dependence compared to the mizer default of pure density-independence.
Why use moderate density-dependence? Pure density-independence (the mizer default) can cause instability when combined with reef-specific non-linearities (multiple resources, refuge dynamics). Moderate density-dependence provides stabilizing feedback without creating the steep response curves that cause oscillations. This is also biologically realistic for reef systems with open recruitment and larval connectivity.
Click for detailed explanation of reproduction dynamics
Understanding Reproduction Level and Convergence
What does reproduction_level control?
The reproduction_level parameter controls the
functional form of the Beverton-Holt stock-recruitment
relationship. It ranges from 0 (maximum compensation) to 1 (no
compensation):
reproduction_level = 1 (mizer default): Purely density-independent. Recruitment is directly proportional to spawning biomass with no compensatory feedback. Linear response.
reproduction_level = 0.5 (intermediate): Moderate density-dependence. Recruitment saturates somewhat as spawning biomass increases, providing compensatory feedback but not extreme non-linearity.
reproduction_level = 0 (maximum): Strongly density-dependent. Recruitment saturates quickly, creating steep non-linear response curves. Maximum compensation.
Why does pure density-independence (default) fail in reef models?
During steady() or reefSteady(), the
algorithm iteratively adjusts erepro (egg production
efficiency) to drive each species toward equilibrium where births equal
deaths.
With pure density-independence (reproduction_level = 1, the mizer default):
No stabilizing feedback: Biomass fluctuations have no compensatory response in recruitment.
Compounded instability: Reef models add multiple non-linearities (refuge dynamics, multiple resources). Without reproductive compensation to dampen fluctuations, these non-linearities interact chaotically.
Failed convergence: The solver can’t find a stable equilibrium because small perturbations propagate without feedback.
With moderate density-dependence (reproduction_level = 0.5):
Stabilizing feedback: If biomass drops, recruitment compensates somewhat, preventing runaway collapses.
Smooth response: The compensation is gradual, not steep, so the solver can iterate without overshooting.
Convergence: The system finds a stable equilibrium where reproductive feedback balances the reef non-linearities.
With strong density-dependence (reproduction_level near 0):
- Too steep: The compensation curve becomes so non-linear that the solver overshoots targets, creating oscillations again.
Why are reef models especially sensitive?
MizerReef models add multiple sources of non-linearity:
- Multiple resources (algae, detritus, plankton) with their own coupled dynamics
- Refuge mechanisms that non-linearly affect predation mortality based on density
-
Iterative calibration loops
(
calibrateReefBiomass,matchReefGrowth) that compound small instabilities
With no density-dependence (mizer default), there’s no compensatory feedback to stabilize these interacting non-linearities. The system has too many sources of instability and no damping mechanism.
With moderate density-dependence (0.5), reproductive compensation provides just enough stabilizing feedback without adding another steep non-linearity. This balances the non-linearity budget and allows convergence.
With strong density-dependence (near 0), the steep compensation curve itself becomes a destabilizing non-linearity, causing overshooting.
What does reproduction_level do outside of steady state?
During forward projections (project()),
reproduction_level controls how recruitment responds to
biomass perturbations:
Low (high density-dependence): Strong compensatory dynamics. Overfished stocks recover faster because recruitment is maintained even at low spawning biomass. Boom-bust cycles are naturally damped.
High (low density-dependence): Recruitment tracks spawning biomass more directly with less compensation. Populations are more vulnerable to collapse but also track environmental drivers more closely.
Is this biologically realistic for reefs?
For many reef fish species, moderate density-dependence is often more realistic than either pure density-independence or strong compensation:
Larval dispersal: Reef fish larvae disperse widely in ocean currents. Local recruitment is weakly (but not completely) tied to local spawning stock because recruits come from both local and distant populations (open recruitment system). This creates weak to moderate density-dependence.
Connectivity: Reef ecosystems are highly interconnected through larval exchange. Local density-dependent feedbacks exist but are dampened by connectivity, resulting in moderate (not strong) compensation.
Environmental variability: Recruitment is driven by both spawning stock and oceanographic conditions. Pure density-independence (default mizer) would ignore biological reality that spawning stock matters somewhat.
Therefore, setting reproduction_level to 0.5 is not just
numerically convenient—it often better reflects reef fish biology than
either extreme (pure density-independence or maximum compensation).
Recommended workflow
During calibration: Set
reproduction_levelto 0.5 (moderate density-dependence) to ensure convergence while matching biomasses and growth rates. This provides stabilizing feedback without extreme non-linearity.After calibration: You can optionally increase
reproduction_leveltoward 1 (less compensation) if you believe recruitment is very weakly density-dependent, or decrease it toward 0 (stronger compensation) if you need to test recovery dynamics from overfishing.For reef models: Keeping
reproduction_levelat moderate values (around 0.5) throughout is usually both numerically stable and biologically defensible for most reef fish with moderate connectivity.
# Set reproduction levels to 0.5 for all species
rdi <- rep(0.5, nrow(caribbean_10_species))
names(rdi) <- caribbean_10_species$species
params <- setBevertonHolt(params, reproduction_level = rdi)
# Check the reproduction levels
reproduction_levels <- getReproductionLevel(params)
kable(data.frame(Species = names(reproduction_levels),
Reproduction_Level = reproduction_levels),
caption = "Initial reproduction levels")| Species | Reproduction_Level | |
|---|---|---|
| pred_eng | pred_eng | 0.5 |
| pred_grab | pred_grab | 0.5 |
| eels | eels | 0.5 |
| pred_crypt | pred_crypt | 0.5 |
| pred_inv | pred_inv | 0.5 |
| pred_plank | pred_plank | 0.5 |
| parrotfish | parrotfish | 0.5 |
| farm_damsel | farm_damsel | 0.5 |
| herbs | herbs | 0.5 |
| inverts | inverts | 0.5 |
Step 3: Reach Initial Steady State
Project the model forward to reach an initial steady state. This may
require multiple iterations of reefSteady().
# Project to steady state - multiple calls ensure convergence
params <- params |>
reefSteady() |> reefSteady() |> reefSteady() |>
reefSteady() |> reefSteady() |> reefSteady()
#> Convergence was achieved in 24 years.
#> Convergence was achieved in 1.5 years.
#> Convergence was achieved in 1.5 years.
#> Convergence was achieved in 1.5 years.
#> Convergence was achieved in 1.5 years.
#> Convergence was achieved in 1.5 years.
# Check convergence by plotting spectra
plotSpectra(params, power = 1) +
ggtitle("Initial steady state spectra")
Step 4: Calibrate Biomasses and Growth
This is the core tuning step where we iteratively match observed biomasses and growth rates.
Step 4a: Match Observed Biomasses
Use calibrateReefBiomass() to adjust reproduction
parameters so that modeled biomasses match observations.
# Calibrate biomasses to match observations
params <- calibrateReefBiomass(params)
params <- matchBiomasses(params)
params <- reefSteady(params)
# Plot comparison of observed vs modeled biomasses
plotBiomassVsSpecies(params) +
ggtitle("Biomass comparison after initial calibration")Step 4b: Match Growth Rates
Adjust growth-related parameters to match observed growth rates using
matchReefGrowth().
# Match growth rates
params <- matchReefGrowth(params)
params <- reefSteady(params)
# Check age at maturity matches observations
age_mat_observed <- caribbean_10_species$age_mat
age_mat_model <- age_mat(params)
age_comparison <- data.frame(
Species = caribbean_10_species$species,
Observed = age_mat_observed,
Model = age_mat_model,
Difference = age_mat_model - age_mat_observed
)
kable(age_comparison,
caption = "Comparison of observed vs modeled age at maturity",
digits = 2)Step 4c: Iterative Refinement
Repeat the biomass and growth matching process to fine-tune the model.
# Iterate to refine biomass and growth matches
params <- params |>
calibrateReefBiomass() |> matchBiomasses() |> matchReefGrowth() |>
reefSteady() |>
calibrateReefBiomass() |> matchBiomasses() |> matchReefGrowth() |>
reefSteady() |>
calibrateReefBiomass() |> matchBiomasses() |> matchReefGrowth() |>
reefSteady()
# Final biomass comparison
plotBiomassVsSpecies(params) +
ggtitle("Final biomass comparison after iterative tuning")Let’s examine the model performance after tuning:
# Check feeding levels
plotFeedingLevel(params) +
ggtitle("Feeding levels after tuning")
# Check predation mortality
plotPredMort(params) +
facet_wrap(~Species) +
ggtitle("Predation mortality by species")Step 5: Switch to Competitive Refuge Method
Once we have a stable steady state with the tuning refuge profile, we can switch to the full competitive refuge method, which includes density-dependent refuge dynamics.
Why switch methods? The competitive method provides more realistic refuge dynamics but requires a stable baseline to work from.
# Switch to competitive refuge method
params <- newRefuge(params,
new_method = "competitive",
new_method_params = karpata_refuge)
# Check the new refuge profile
plotRefugeProfile(params) +
ggtitle("Refuge profile with competitive method")
After switching refuge methods, we need to re-match biomasses as the refuge dynamics will have changed:
# Re-match biomasses with new refuge method
params <- params |>
matchBiomasses() |> reefSteady() |>
matchBiomasses() |> reefSteady() |>
matchBiomasses() |> reefSteady() |>
matchBiomasses() |> reefSteady()
#> Convergence was achieved in 15 years.
#> Convergence was achieved in 7.5 years.
#> Convergence was achieved in 6 years.
#> Convergence was achieved in 3 years.
# Check vulnerability with new method
plotVulnerable(params) +
ggtitle("Vulnerability to predation with competitive refuge")
# Final biomass check
plotBiomassVsSpecies(params) +
ggtitle("Biomass match with competitive refuge method")
#> Warning: Removed 2 rows containing missing values or values outside the scale range
#> (`geom_segment()`).
Step 6: Fine-tune Reproduction Parameters
The final step involves tuning reproduction parameters to achieve the desired reproduction levels and density-dependence.
# Set reproduction efficiency to allow some density dependence
params <- setBevertonHolt(params, erepro = 0.35)
params <- reefSteady(params)
# Check reproduction levels - should be realistic for each species
final_reproduction_levels <- getReproductionLevel(params)
kable(data.frame(Species = names(final_reproduction_levels),
Reproduction_Level = final_reproduction_levels),
caption = "Final reproduction levels",
digits = 3)
# Check ratio of density-independent to density-dependent reproduction
rdi_rdd_ratio <- getRDI(params) / getRDD(params)
kable(data.frame(Species = names(rdi_rdd_ratio),
RDI_RDD_Ratio = rdi_rdd_ratio),
caption = paste0("Ratio of density-independent to ",
"density-dependent reproduction"),
digits = 2)Final Model Validation
Let’s examine the final model performance across multiple metrics:
# Overall spectra
plotSpectra(params, total = TRUE, power = 2) +
ggtitle("Final total spectra")
# Diet composition
plotDiet(params) +
scale_x_log10(limits = c(1, 1e4)) +
ggtitle("Diet composition by size")
# Growth curves
plotGrowthCurves(params) +
ggtitle("Growth curves")Summary
This recipe provides a systematic approach to tuning
MizerReef models:
- Start simple: Use a binned refuge method for initial tuning
- Set intermediate reproduction: Add moderate density-dependence (0.5) for stability
- Iterative matching: Repeatedly match biomasses and growth rates
- Add complexity: Switch to competitive refuge method when stable
- Final tuning: Adjust reproduction parameters for realistic dynamics
Key Functions Used
-
newReefParams(): Create initial parameters object -
setBevertonHolt(): Set reproduction parameters -
reefSteady(): Project to steady state -
calibrateReefBiomass(): Match observed biomasses -
matchReefGrowth(): Match growth rates
-
newRefuge(): Switch refuge methods - Various plotting functions for validation
Complete Tuning Script
Here’s the complete script used for the Karpata model:
# Complete tuning script for Karpata model
library(mizerReef)
library(mizer)
# Load data
data("caribbean_10_species")
data("caribbean_10_interaction")
data("tuning_profile")
data("karpata_refuge")
# 1. Create initial parameters
params <- newReefParams(species_params = caribbean_10_species,
interaction = caribbean_10_interaction,
method = "binned",
method_params = tuning_profile)
# 2. Set intermediate reproduction level (moderate density-dependence)
rdi <- rep(0.5, nrow(caribbean_10_species))
params <- setBevertonHolt(params, reproduction_level = rdi)
# 3. Initial steady state
params <- params |>
reefSteady() |> reefSteady() |> reefSteady() |>
reefSteady() |> reefSteady() |> reefSteady()
# 4. Calibrate biomasses and growth
params <- calibrateReefBiomass(params)
params <- matchBiomasses(params)
params <- reefSteady(params)
params <- matchReefGrowth(params)
params <- reefSteady(params)
# Iterative refinement
params <- params |>
calibrateReefBiomass() |> matchBiomasses() |> matchReefGrowth() |>
reefSteady() |>
calibrateReefBiomass() |> matchBiomasses() |> matchReefGrowth() |>
reefSteady() |>
calibrateReefBiomass() |> matchBiomasses() |> matchReefGrowth() |>
reefSteady()
# 5. Switch to competitive refuge
params <- newRefuge(params,
new_method = "competitive",
new_method_params = karpata_refuge)
# Re-match with new refuge
params <- params |>
matchBiomasses() |> reefSteady() |>
matchBiomasses() |> reefSteady() |>
matchBiomasses() |> reefSteady() |>
matchBiomasses() |> reefSteady()
# 6. Fine-tune reproduction
params <- setBevertonHolt(params, erepro = 0.35)
params <- setBevertonHolt(params, reproduction_level = rdi)
params <- params |>
reefSteady() |> reefSteady() |> reefSteady()
# Save final model
caribbean_10_model <- reefSteady(params)Further Reading
#> R version 4.6.1 (2026-06-24)
#> Platform: x86_64-pc-linux-gnu
#> Running under: Ubuntu 24.04.4 LTS
#>
#> Matrix products: default
#> BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
#> LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
#>
#> locale:
#> [1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C LC_TIME=C.UTF-8
#> [4] LC_COLLATE=C.UTF-8 LC_MONETARY=C.UTF-8 LC_MESSAGES=C.UTF-8
#> [7] LC_PAPER=C.UTF-8 LC_NAME=C LC_ADDRESS=C
#> [10] LC_TELEPHONE=C LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C
#>
#> time zone: UTC
#> tzcode source: system (glibc)
#>
#> attached base packages:
#> [1] stats graphics grDevices utils datasets methods base
#>
#> other attached packages:
#> [1] knitr_1.51 dplyr_1.2.1 ggplot2_4.0.3
#> [4] mizerExperimental_3.2.0 mizerReef_2.0.1 mizer_3.2.1
#>
#> loaded via a namespace (and not attached):
#> [1] plotly_4.12.1 sass_0.4.10 generics_0.1.4 tidyr_1.3.2
#> [5] stringi_1.8.9 digest_0.6.39 magrittr_2.0.5 timechange_0.4.0
#> [9] evaluate_1.0.5 grid_4.6.1 RColorBrewer_1.1-3 fastmap_1.2.0
#> [13] plyr_1.8.9 jsonlite_2.0.0 httr_1.4.8 purrr_1.2.2
#> [17] viridisLite_0.4.3 scales_1.4.0 textshaping_1.0.5 jquerylib_0.1.4
#> [21] cli_3.6.6 rlang_1.3.0 withr_3.0.3 cachem_1.1.0
#> [25] yaml_2.3.12 otel_0.2.0 tools_4.6.1 reshape2_1.4.5
#> [29] assertthat_0.2.1 vctrs_0.7.3 R6_2.6.1 lubridate_1.9.5
#> [33] lifecycle_1.0.5 stringr_1.6.0 fs_2.1.0 htmlwidgets_1.6.4
#> [37] ragg_1.5.2 pkgconfig_2.0.3 desc_1.4.3 pkgdown_2.2.1
#> [41] pillar_1.11.1 bslib_0.12.0 gtable_0.3.6 glue_1.8.1
#> [45] data.table_1.18.4 Rcpp_1.1.2 systemfonts_1.3.2 xfun_0.60
#> [49] tibble_3.3.1 tidyselect_1.2.1 farver_2.1.2 htmltools_0.5.9
#> [53] labeling_0.4.3 rmarkdown_2.31 compiler_4.6.1 S7_0.2.2
#> [57] splus2R_1.3-5