{"id":"W4321326041","doi":"10.1007/s11896-022-09564-0","title":"Personality Profiles of Royal Canadian Mounted Police Cadets Starting the Cadet Training Program","year":2023,"lang":"en","type":"article","venue":"Journal of Police and Criminal Psychology","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Public Safety Research and Treatment; University of Manitoba; University of Regina","funders":"Royal Canadian Mounted Police; Government of Canada","keywords":"Cadet; Psychology; Conscientiousness; Agreeableness; Extraversion and introversion; Facet (psychology); Population; Personality; Big Five personality traits; Clinical psychology; Openness to experience; Social psychology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642691,0.0002668722,0.0005626921,0.000508881,0.0002379952,0.00003492748,0.0005228752,0.0003309116,0.0005629248],"category_scores_gemma":[0.00005458197,0.0001972572,0.0002204017,0.000519267,0.0006235908,0.00008702945,0.00003212675,0.0008566387,0.00003898604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004214839,"about_ca_system_score_gemma":0.0002194356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1624981,"about_ca_topic_score_gemma":0.04785376,"domain_scores_codex":[0.9970365,0.0005084319,0.0008937708,0.0003480545,0.0002932682,0.0009199316],"domain_scores_gemma":[0.9981102,0.0002941555,0.0006203471,0.000311814,0.0002322145,0.0004313218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001763909,0.0008357647,0.034968,0.0002484956,0.001348411,0.0002924354,0.6085008,0.00001911051,0.003329879,0.008955929,0.1537473,0.1859899],"study_design_scores_gemma":[0.001963515,0.001885845,0.8256444,0.00008245315,0.0003124717,0.001998775,0.1025091,0.00006017099,0.0000321296,0.0006945667,0.06446819,0.0003483521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705378,0.0004045319,0.0000101844,0.01094495,0.0008588138,0.0002315804,0.0001029746,0.00003417533,0.01687501],"genre_scores_gemma":[0.9927508,0.00004930263,0.0001592629,0.005531638,0.0009177707,0.00002199369,0.000009444888,0.00003202594,0.0005277436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7906764,"threshold_uncertainty_score":0.9695204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282944146667063,"score_gpt":0.4381790759471531,"score_spread":0.3098846612804468,"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."}}