{"id":"W1974962923","doi":"10.1375/183242706779462688","title":"The University of British Columbia Twin Project: Personality is Something and Personality Does Something","year":2006,"lang":"en","type":"article","venue":"Twin Research and Human Genetics","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Personality; Psychopathology; Psychology; Personality disorders; Anxiety; Mood; Clinical psychology; Coping (psychology); Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003303498,0.0005888596,0.00089442,0.001413751,0.00424939,0.001545892,0.001036183,0.0007850056,0.007158862],"category_scores_gemma":[0.01041776,0.0006031314,0.0003993328,0.00504303,0.0006326185,0.0004642334,0.001631818,0.001617529,0.001109974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005132521,"about_ca_system_score_gemma":0.01097718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6916132,"about_ca_topic_score_gemma":0.818101,"domain_scores_codex":[0.9979522,0.0008850615,0.0001744158,0.0002799904,0.0005461642,0.0001622469],"domain_scores_gemma":[0.994359,0.0004712743,0.000392929,0.0008573213,0.003121962,0.0007976193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001588086,0.0001893372,0.3887125,0.0009812622,0.0007525033,0.0007035413,0.003438974,0.001056567,0.001914016,0.008400123,0.4729648,0.1192983],"study_design_scores_gemma":[0.0002602676,0.00006839449,0.8981419,0.0003470723,0.0003298636,0.0003734854,0.0008033625,0.0005193935,0.0004924215,0.002717838,0.09588913,0.00005700514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4723588,0.01990506,0.03120239,0.01699029,0.002099905,0.007053407,0.3595394,0.0004174582,0.09043332],"genre_scores_gemma":[0.7144786,0.0117394,0.04455237,0.002276252,0.0003323326,0.01011841,0.1496995,0.0003999516,0.06640317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6916132,"threshold_uncertainty_score":0.6204059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06805513937316893,"score_gpt":0.3684174568306574,"score_spread":0.3003623174574884,"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."}}