{"id":"W2606470284","doi":"10.1017/s1049023x17002400","title":"Psychological Fitness for Deployment: Personality as a Predictor of Performance","year":2017,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Personality; Psychology; Content (measure theory); Action (physics); Applied psychology; Social psychology; Computer science; Mathematics","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":[0.0009394581,0.0002510953,0.0002115886,0.0008703123,0.001915198,0.001351598,0.000563023,0.0004290135,0.00219379],"category_scores_gemma":[0.004301032,0.0001284514,0.000433227,0.001306397,0.0008499803,0.0002953522,0.0007837203,0.0007818878,0.0002182562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00357532,"about_ca_system_score_gemma":0.006113247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6410953,"about_ca_topic_score_gemma":0.7184303,"domain_scores_codex":[0.999437,0.00008780922,0.00003852217,0.00005735299,0.0001828087,0.0001965733],"domain_scores_gemma":[0.9968356,0.0003640748,0.0006018215,0.00008808904,0.0006901516,0.001420215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003962022,0.00007640275,0.993417,0.00002085894,0.00002703173,0.00006395449,0.001609133,0.0000875252,0.00009560031,0.00004924861,0.0004700104,0.004043601],"study_design_scores_gemma":[0.000001045458,0.0000274228,0.9981444,0.00001292734,0.000004781105,0.0000142029,0.001488777,0.00009226202,0.00001032452,0.00001157605,0.0001888163,0.000003441613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973804,0.0001306726,0.00004618148,0.0001791727,0.00001434294,0.00002893554,0.0002219465,0.000004842343,0.001993396],"genre_scores_gemma":[0.9992909,0.00007181844,0.00008072316,0.00002404699,0.000002820757,0.0000118895,0.0001620979,0.000002391125,0.0003532296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6410953,"threshold_uncertainty_score":0.7220366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06353457860470037,"score_gpt":0.3787654545775173,"score_spread":0.315230875972817,"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."}}