{"id":"W2406902470","doi":"10.1017/thg.2012.23","title":"A Behavioral Genetic Study of Humor Styles in an Australian Sample","year":2012,"lang":"en","type":"article","venue":"Twin Research and Human Genetics","topic":"Humor Studies and Applications","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Psychology; Dizygotic twins; Sample (material); Twin study; Developmental psychology; Clinical psychology; Demography; Heritability; Medicine; Genetics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226424,0.0003563476,0.0004169698,0.001009421,0.001211832,0.0004946636,0.0003886746,0.0003482733,0.0009907664],"category_scores_gemma":[0.003938064,0.0003398295,0.0003321758,0.001371097,0.0005711755,0.0002659786,0.0008960659,0.0004130044,0.0001167473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005795347,"about_ca_system_score_gemma":0.0004917218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05661808,"about_ca_topic_score_gemma":0.06371193,"domain_scores_codex":[0.9991413,0.0003306681,0.00005805871,0.000163143,0.0002292475,0.00007748824],"domain_scores_gemma":[0.9990516,0.0001770946,0.0002829732,0.0001431973,0.0001992587,0.0001458864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213289,0.0001305313,0.9741005,0.00002906545,0.000118225,0.0006188969,0.01363307,0.00005608124,0.003948908,0.0001705032,0.0001193567,0.006953467],"study_design_scores_gemma":[0.000003237618,0.00006335441,0.998007,0.000005495176,0.00002343389,0.0004453643,0.00102754,0.0001090114,0.0000855262,0.00004205171,0.0001843698,0.000003611855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997588,0.00002604417,0.00006051399,0.000008071079,8.388636e-7,0.000006662537,0.00001741,3.074838e-7,0.0001213002],"genre_scores_gemma":[0.9993759,0.00006856873,0.0002751345,0.00001371448,0.00000175861,0.00001104205,0.00004269952,0.000001005219,0.0002101596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05661808,"threshold_uncertainty_score":0.1125771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3947095679144071,"score_gpt":0.5536440736348185,"score_spread":0.1589345057204113,"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."}}