{"id":"W2176300584","doi":"10.1086/421723","title":"Dynamics of Compartmented and Reticulate Food Webs in Relation to Energetic Flows","year":2004,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Toronto","funders":"","keywords":"Food web; Trophic level; Reticulate; Energetics; Biological system; Food chain; Biology; Ecology; Statistical physics; Topology (electrical circuits); Physics; Mathematics; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140194,0.00004984639,0.0001008045,0.00004479236,0.0001571134,0.00001221361,0.0000952078,0.00001743176,0.000009824818],"category_scores_gemma":[0.00008387001,0.00003883485,0.00001691429,0.0004826917,0.0003481151,0.000077256,0.00002017591,0.00007591232,0.000005659596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139777,"about_ca_system_score_gemma":0.0000385466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604729,"about_ca_topic_score_gemma":0.01568262,"domain_scores_codex":[0.9993367,0.000204977,0.0001248992,0.0000952242,0.0001307537,0.0001074287],"domain_scores_gemma":[0.9996911,0.00006518899,0.00007240254,0.0000957649,0.00004198405,0.00003360307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001863759,0.00005844852,0.006022344,0.000004508901,0.00001669886,0.000001279566,0.01118954,0.01749537,0.001037348,0.9622513,0.00004283504,0.001693978],"study_design_scores_gemma":[0.001722877,0.001029196,0.7967752,0.000183462,0.00007979661,0.00001052329,0.02187808,0.0118836,0.0007204301,0.1621601,0.002875619,0.0006811386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845901,0.00006579137,0.0001136879,0.01370201,0.00004549504,0.0001165298,0.000005917595,0.00001631751,0.001344136],"genre_scores_gemma":[0.999205,0.00005772948,0.0003017777,0.0002504794,0.00002340792,0.000005569552,0.00001237381,0.000003344317,0.0001403122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8000911,"threshold_uncertainty_score":0.8751268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843170246150616,"score_gpt":0.2702488038900279,"score_spread":0.2614056336438773,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}