{"id":"W2792629450","doi":"","title":"Personality as a predictor of performance in the Canadian Armed Forces : establishing cut-off scores","year":2017,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Military History and Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personality; Psychology; Social psychology; Applied psychology; Personality Assessment Inventory; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00117995,0.0002560962,0.0003182406,0.0006694465,0.008941052,0.0001564656,0.002105992,0.0002752394,0.0001564462],"category_scores_gemma":[0.0003394423,0.0002756868,0.0002268454,0.000511625,0.003159691,0.002222979,0.0002172367,0.000554265,0.00001399038],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005205194,"about_ca_system_score_gemma":0.005076733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6915492,"about_ca_topic_score_gemma":0.6859478,"domain_scores_codex":[0.997076,0.0006831074,0.0002514638,0.0005238855,0.0008722704,0.0005932694],"domain_scores_gemma":[0.998105,0.000227589,0.0003012465,0.0006331633,0.0003265356,0.0004064323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006529681,0.0002243537,0.2069458,0.00009832912,0.0001095719,0.002859249,0.01325536,0.0007562808,0.00004426971,0.7735442,0.0005478032,0.0009618367],"study_design_scores_gemma":[0.0008819989,0.0001625834,0.2568894,0.0001738299,0.0000854962,0.0000331583,0.01402018,0.0002156915,0.00002260877,0.0004155472,0.7267083,0.0003912137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6278853,0.00006146305,0.00002081034,0.0008636313,0.0004226831,0.0003081045,0.00005318804,0.00003248459,0.3703524],"genre_scores_gemma":[0.9876266,0.0001987083,0.00008173357,0.00008117279,0.0001737963,5.647146e-7,0.0000325902,0.000006562707,0.01179823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7731286,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807925760153852,"score_gpt":0.2218625190907957,"score_spread":0.2037832614892571,"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."}}