{"id":"W4398761700","doi":"10.33424/futurum500","title":"Improving police performance by training officers to manage stress","year":2024,"lang":"en","type":"article","venue":"","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Connaught Fund","keywords":"Training (meteorology); Stress (linguistics); Applied psychology; Psychology; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001108038,0.0005203077,0.0002107653,0.0004895033,0.001078429,0.0009957635,0.0003881039,0.0005862874,0.003534554],"category_scores_gemma":[0.005647342,0.0001375164,0.0001657351,0.0003226887,0.0002654856,0.0005077103,0.001016111,0.001006952,0.001268276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291571,"about_ca_system_score_gemma":0.00200804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714133,"about_ca_topic_score_gemma":0.005416568,"domain_scores_codex":[0.9991092,0.0002995237,0.00003774475,0.00004660387,0.0002116335,0.0002951864],"domain_scores_gemma":[0.9978068,0.0002235336,0.0005538538,0.00009583521,0.0004819552,0.0008380468],"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":[0.0002949501,0.007515757,0.07198155,0.0005651224,0.00009153769,0.0002249881,0.004214758,0.001861948,0.01507543,0.001019294,0.03399534,0.8631594],"study_design_scores_gemma":[0.0002812326,0.01242067,0.8581212,0.001936043,0.0002422392,0.000857824,0.01300648,0.005937169,0.0161952,0.005347585,0.08552034,0.0001339629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379148,0.001404063,0.007873381,0.01177508,0.0007504945,0.0004081979,0.000087259,0.0003720878,0.03941466],"genre_scores_gemma":[0.974187,0.002144034,0.01057002,0.001541996,0.0003829991,0.0001706675,0.0001101317,0.00004039773,0.01085274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003714133,"threshold_uncertainty_score":0.01182425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305926598907104,"score_gpt":0.3401782218877029,"score_spread":0.2971189558986318,"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."}}