{"id":"W2970505029","doi":"10.1017/s0008423918001075","title":"Why Do They Run? The Psychological Underpinnings of Political Ambition","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Carleton University","funders":"","keywords":"Politics; Social psychology; Narcissism; Psychology; Honesty; Personality; Extraversion and introversion; Dark triad; Predictive power; Big Five personality traits; Power (physics); Political 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":[0.001098779,0.00009991088,0.0001522281,0.0007858512,0.0008619122,0.002160205,0.0001407065,0.0004942912,0.002617437],"category_scores_gemma":[0.0047676,0.0001526303,0.000132387,0.0004386847,0.001860285,0.000574463,0.0007145327,0.00107437,0.0003462184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896269,"about_ca_system_score_gemma":0.0003501554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478778,"about_ca_topic_score_gemma":0.003409691,"domain_scores_codex":[0.9993302,0.0003243095,0.00002309482,0.00005460409,0.0001317961,0.0001360459],"domain_scores_gemma":[0.9943551,0.001574196,0.001888336,0.0001804446,0.0004788955,0.001523073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187048,0.0001613764,0.9581339,0.00004335082,0.00006917216,0.0004435125,0.01359447,0.0002805154,0.001854694,0.006980374,0.0009157987,0.01740413],"study_design_scores_gemma":[0.000006483276,0.00005987237,0.9758302,0.00003046864,0.00001181631,0.0003486576,0.01544002,0.0006533029,0.0001261167,0.006087232,0.001388144,0.00001782086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908819,0.0001252922,0.0003125219,0.00054604,0.00001427313,0.000004202054,0.00001861164,0.000003434074,0.008093745],"genre_scores_gemma":[0.9996668,0.00004546754,0.00005631652,0.00004296225,0.00000529319,0.00000132534,0.000006930556,9.862588e-7,0.0001740418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002617437,"threshold_uncertainty_score":0.00875622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602157568680587,"score_gpt":0.3591589507930672,"score_spread":0.3131373751062613,"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."}}