{"id":"W4251444564","doi":"10.1668/0003-1569(2001)041[1049:c]2.0.co;2","title":"COMMENTARY","year":2001,"lang":"en","type":"article","venue":"American Zoologist","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000140416,0.0001334203,0.0001992792,0.0000699786,0.00009076491,0.00001938102,0.0002767359,0.00001654414,0.0006163714],"category_scores_gemma":[0.00005825767,0.0001222549,0.00005659515,0.0005654432,0.001451738,0.00007405371,0.00008604732,0.0001278471,0.008019841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130329,"about_ca_system_score_gemma":0.00001180948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007324045,"about_ca_topic_score_gemma":0.0005220912,"domain_scores_codex":[0.9989731,0.0001036401,0.0001506733,0.0002441628,0.0001497267,0.0003787073],"domain_scores_gemma":[0.9992573,0.00008614117,0.0001211174,0.0004076148,0.00002415777,0.0001036342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007915391,0.0001439273,0.5542298,7.844392e-7,0.00003370681,0.000148758,0.00006111457,0.00001693822,0.00138772,0.0002917142,0.4078643,0.03574212],"study_design_scores_gemma":[0.0003804655,0.0003390118,0.3008216,0.000003348415,0.00002367868,0.0001035606,0.0009784083,0.00008404149,0.000238532,0.000217783,0.6965057,0.000303831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357135,0.0000660095,0.0002272378,0.01162182,0.0001054405,0.000117808,0.00003231006,0.0005368246,0.0515791],"genre_scores_gemma":[0.9784836,0.00003557924,0.001482578,0.01933817,0.0001153729,0.00001969015,0.00004039615,0.0000411314,0.0004434407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886414,"threshold_uncertainty_score":0.9992863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907217566242607,"score_gpt":0.2914768740308046,"score_spread":0.2724046983683786,"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."}}