{"id":"W4417341208","doi":"10.1525/collabra.147224","title":"Individuals Adapt Their Inappropriateness Evaluation of Norm Violations Through Observation of Their Social Environment","year":2025,"lang":"en","type":"article","venue":"Collabra Psychology","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières","funders":"Fonds de Recherche du Québec - Santé","keywords":"Norm (philosophy); Inference; Set (abstract data type); Social relation; Social environment","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000756708,0.000156523,0.0002916462,0.0001413395,0.0001618292,0.000006488711,0.0003406067,0.0001950061,0.0002325626],"category_scores_gemma":[0.0001200428,0.0001341716,0.00008867698,0.0005082049,0.0003569169,0.0001388259,0.00008233479,0.000125242,0.00001633759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007016709,"about_ca_system_score_gemma":0.00009646559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009106703,"about_ca_topic_score_gemma":0.000004750874,"domain_scores_codex":[0.9980205,0.0004868978,0.0005085994,0.0004263317,0.0003582467,0.0001994243],"domain_scores_gemma":[0.999005,0.0001767769,0.0003366735,0.0003240163,0.0001364599,0.00002111763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004361407,0.002527863,0.02323234,0.00008273406,0.0001785783,0.000001016218,0.005171693,0.001028595,0.7793795,0.07997564,0.008255119,0.09973081],"study_design_scores_gemma":[0.002676778,0.0002389553,0.761658,0.00004334559,0.00008283912,0.000004663312,0.0003416918,0.0006071636,0.1013476,0.1234427,0.00935975,0.0001965016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794765,0.0001427316,0.001879957,0.006682302,0.0007068323,0.0005890438,0.00009908535,0.00002259066,0.01040103],"genre_scores_gemma":[0.9975739,0.00008413404,0.0004681189,0.001548688,0.0000487845,0.0001001905,0.00003125479,0.000008632064,0.0001363176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7384257,"threshold_uncertainty_score":0.5471358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2488909977367988,"score_gpt":0.3640280517023733,"score_spread":0.1151370539655744,"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."}}