{"id":"W4408741822","doi":"10.3819/ccbr.2025.200005","title":"What Does Studying Occasion Setting Mean? Commentary on Leising et al. (2025) \"Are You Studying Occasion Setting? A Review for Inquiring Minds\"","year":2025,"lang":"en","type":"review","venue":"Comparative Cognition & Behavior Reviews","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Ciencia, Innovación y Universidades","keywords":"Psychology; Comparative cognition; Cognitive science; Animal behavior; Cognitive psychology; Epistemology; Cognition; Philosophy; Neuroscience; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004780185,0.001907111,0.007059305,0.0008575272,0.001229846,0.0002231685,0.001145027,0.0007631509,0.0006325134],"category_scores_gemma":[0.0006122717,0.001490754,0.002013202,0.001195596,0.000383231,0.0006487841,0.0005619003,0.003350868,0.0004803875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340897,"about_ca_system_score_gemma":0.0001492606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009147382,"about_ca_topic_score_gemma":0.0000130233,"domain_scores_codex":[0.9853353,0.005853327,0.003994741,0.003024098,0.0006546762,0.001137896],"domain_scores_gemma":[0.9903988,0.003107599,0.004195151,0.001428708,0.0005642108,0.0003055628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006094234,0.0008488952,0.00002987862,0.01628779,0.0002597529,0.00003939875,0.003081618,1.274864e-7,0.000003040625,0.00009141129,0.3484365,0.6308606],"study_design_scores_gemma":[0.0009060155,0.0003015275,0.00001812216,0.2538295,0.004871985,0.00004422211,0.005362459,0.000001011727,0.00000136465,0.00004571376,0.7335645,0.001053568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003058505,0.9673852,0.00144484,0.002309946,0.007866586,0.01834814,0.0003714954,0.0002239581,0.002019292],"genre_scores_gemma":[0.00003924865,0.9571428,0.000984834,0.0277939,0.0006429482,0.01058187,0.001691576,0.0001658066,0.000957033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6298071,"threshold_uncertainty_score":0.9993673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2920801277583264,"score_gpt":0.525032228829915,"score_spread":0.2329521010715886,"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."}}