{"id":"W4245428707","doi":"10.3819/ccbr.2012.7003","title":"Optimal and Non-optimal Behavior Across Species","year":2012,"lang":"en","type":"article","venue":"Comparative Cognition & Behavior Reviews","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative cognition; Animal behavior; Psychology; Evolutionary biology; Cognitive psychology; Biology; Developmental psychology; Zoology; Neuroscience; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002646875,0.0003196113,0.0006893667,0.0007445939,0.0005324685,0.001314686,0.0006114761,0.0009110902,0.001890857],"category_scores_gemma":[0.005910346,0.0001760683,0.0004610162,0.0005301683,0.003537041,0.002158273,0.001335708,0.0007778769,0.0001952144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133939,"about_ca_system_score_gemma":0.0003056553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890808,"about_ca_topic_score_gemma":0.0004961428,"domain_scores_codex":[0.998381,0.0005577985,0.0001230771,0.0005338352,0.0002736569,0.000130643],"domain_scores_gemma":[0.9974869,0.001159579,0.00067813,0.0003759593,0.0001595159,0.0001399133],"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":[0.0001857978,0.00009891755,0.04217636,0.001077416,0.0004170626,0.0004227482,0.002210804,0.01617075,0.009011731,0.7350621,0.002386261,0.1907801],"study_design_scores_gemma":[0.0000121426,0.0002452214,0.03491254,0.0001502049,0.00007610824,0.0007290393,0.0007271759,0.007879307,0.001504081,0.9334801,0.02023481,0.00004928212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5585017,0.04246109,0.2936194,0.009842982,0.000414836,0.0001034696,0.0003682509,0.0001477085,0.09454061],"genre_scores_gemma":[0.9617182,0.005396082,0.02956623,0.001113603,0.0001582119,0.00006983042,0.0000899241,0.00002638424,0.001861629],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002646875,"threshold_uncertainty_score":0.01399821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3558645185238744,"score_gpt":0.3454699141222714,"score_spread":0.01039460440160295,"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."}}