{"id":"W1634052893","doi":"10.5860/choice.39-3666","title":"Profiling political leaders: cross-cultural studies of personality and behavior","year":2002,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profiling (computer programming); Politics; Personality; Psychology; Social psychology; Sociology; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001653819,0.0003650768,0.0002791002,0.002152646,0.001252068,0.001749228,0.000277464,0.0004389654,0.01023742],"category_scores_gemma":[0.004269627,0.0002173367,0.0001484027,0.003336544,0.0008814818,0.001616099,0.001063025,0.001316729,0.001660685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000929737,"about_ca_system_score_gemma":0.0007649948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008571438,"about_ca_topic_score_gemma":0.01101133,"domain_scores_codex":[0.9993988,0.0002448591,0.00003341703,0.00006498827,0.0002093121,0.00004862122],"domain_scores_gemma":[0.9978597,0.001199862,0.0001856727,0.00008594394,0.0003947354,0.0002741724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006374237,0.0001797803,0.04381135,0.0009499891,0.00003784127,0.0002529566,0.02670909,0.0003060807,0.001237511,0.01598371,0.2605643,0.6499035],"study_design_scores_gemma":[0.00001147925,0.0001840839,0.434485,0.001712512,0.00001754461,0.000526118,0.02893943,0.0002185254,0.0003689622,0.009646732,0.5238354,0.00005421403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1726545,0.4789819,0.009919346,0.07451067,0.01670075,0.0003172514,0.002730581,0.0001820654,0.244003],"genre_scores_gemma":[0.6240757,0.2848559,0.00490605,0.005907186,0.01131478,0.0004716218,0.001455221,0.0001452143,0.06686834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01023742,"threshold_uncertainty_score":0.03424758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3196050573158696,"score_gpt":0.529677700385701,"score_spread":0.2100726430698313,"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."}}