{"id":"W2271744073","doi":"10.1086/681638","title":"Optimal Forager against Ideal Free Distributed Prey","year":2015,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ideal free distribution; Predation; Foraging; Optimal foraging theory; Biological dispersal; Ecology; Statistical physics; Mathematical optimization; Mathematics; Biology; Physics; Population","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":[0.0007402865,0.0001514942,0.0004942326,0.00002462802,0.0001057587,0.000009397346,0.0002771458,0.00007721892,0.0001233973],"category_scores_gemma":[0.002336261,0.00007886792,0.0001242763,0.00019746,0.001502131,0.00003875213,0.0001468459,0.000444228,0.0002063911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004250776,"about_ca_system_score_gemma":0.00005202882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006587782,"about_ca_topic_score_gemma":0.000006525205,"domain_scores_codex":[0.9988288,0.0001748232,0.0002671214,0.0002132865,0.0001536549,0.0003623637],"domain_scores_gemma":[0.998421,0.0005540087,0.0001265567,0.000524184,0.00009502943,0.0002792374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003447551,0.0004486482,0.004773459,0.00007199635,0.0004852285,0.0002136132,0.0006355203,0.0006188657,0.0002200929,0.7392529,0.2467807,0.003051495],"study_design_scores_gemma":[0.01167386,0.003754089,0.07197288,0.0002520041,0.001399683,0.001410437,0.003082823,0.1944332,0.00126677,0.6496546,0.05920628,0.00189338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400049,0.0001486112,0.007121742,0.03566008,0.0001339626,0.0002709465,0.00004775329,0.0001176334,0.0164944],"genre_scores_gemma":[0.9882349,0.00001653217,0.001729327,0.009000767,0.0001530978,0.00002098223,0.00007592892,0.0000121837,0.000756248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1938143,"threshold_uncertainty_score":0.5534665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035969549741649,"score_gpt":0.3083925672225837,"score_spread":0.2780328717251672,"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."}}