{"id":"W7099403663","doi":"","title":"The Pre-employment Clinical Assessment of Police Candidates: Principles and Guidelines for Canadian Psychologists","year":2013,"lang":"en","type":"article","venue":"","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Identification (biology); Process (computing); Personnel selection; Psychological testing; Personality","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":[0.03764389,0.002058946,0.001751471,0.01017933,0.00886568,0.005354141,0.008714605,0.0070201,0.004871886],"category_scores_gemma":[0.0558962,0.001323744,0.001845141,0.008321801,0.008129425,0.003788494,0.005673372,0.008849991,0.004074356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03208261,"about_ca_system_score_gemma":0.1923336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7078134,"about_ca_topic_score_gemma":0.8586728,"domain_scores_codex":[0.9800147,0.006410008,0.004347393,0.0007960964,0.006495037,0.001936864],"domain_scores_gemma":[0.9327806,0.009539486,0.00217168,0.002007574,0.04773345,0.005767222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008436209,0.0005970345,0.00849087,0.002556726,0.0000335298,0.001738145,0.01089944,0.001527027,0.001215603,0.02021588,0.616904,0.3357374],"study_design_scores_gemma":[0.0001391117,0.000170065,0.04472219,0.01543739,0.00008320856,0.003298169,0.01831621,0.002986976,0.0008375783,0.0347608,0.8788419,0.0004063781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01276819,0.1014137,0.152644,0.5159003,0.009494554,0.02384386,0.005714328,0.00252738,0.1756938],"genre_scores_gemma":[0.06324889,0.07966161,0.742748,0.04863147,0.00171847,0.01987416,0.004323639,0.0007912435,0.03900259],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2921866,"threshold_uncertainty_score":0.5878146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4713115491830861,"score_gpt":0.5512772065857218,"score_spread":0.07996565740263567,"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."}}