{"id":"W4238188700","doi":"10.1002/9781119547174.ch256","title":"Twin Studies and Personality","year":2020,"lang":"en","type":"other","venue":"The Wiley Encyclopedia of Personality and Individual Differences","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Twin study; Personality; Behavioural genetics; Trait; Psychology; Psychopathology; Big Five personality traits; Schizophrenia (object-oriented programming); Developmental psychology; Cognitive psychology; Social psychology; Evolutionary biology; Biology; Clinical psychology; Heritability; Psychiatry; Computer science","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":[0.005816101,0.0004092484,0.0007954502,0.002948949,0.00118734,0.001732991,0.0004761265,0.0008190883,0.004678753],"category_scores_gemma":[0.02941079,0.0003342369,0.0005603184,0.005457861,0.001085054,0.001140843,0.002216679,0.001210461,0.0003391254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006897197,"about_ca_system_score_gemma":0.0006705764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005238998,"about_ca_topic_score_gemma":0.005682449,"domain_scores_codex":[0.994097,0.003961665,0.0003325055,0.0007165569,0.0007504333,0.0001418504],"domain_scores_gemma":[0.9911352,0.004265519,0.001902426,0.001398022,0.0008796782,0.0004192216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000965209,0.00009683589,0.596904,0.00101163,0.003041848,0.001671625,0.003879891,0.001389875,0.001868904,0.1376365,0.0119548,0.2395789],"study_design_scores_gemma":[0.00008435592,0.0001782206,0.7237033,0.001621686,0.001669288,0.008460043,0.001612002,0.002525484,0.0009084523,0.1951292,0.06402455,0.00008340853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6567026,0.1919477,0.05651939,0.01320667,0.001516398,0.0002668637,0.004936699,0.0001538429,0.0747498],"genre_scores_gemma":[0.9211965,0.05073376,0.01882043,0.0009188593,0.0003292965,0.0002075928,0.001701682,0.00007107905,0.00602072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005816101,"threshold_uncertainty_score":0.03075886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09504818204603994,"score_gpt":0.3255204912068898,"score_spread":0.2304723091608498,"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."}}