{"id":"W2337968260","doi":"10.1249/fit.0000000000000052","title":"PRACTICAL IMPLICATIONS","year":2014,"lang":"en","type":"article","venue":"ACSMʼs Health & Fitness Journal","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Salary; Compensation (psychology); Career development; Psychology; Professional development; Perception; Business; Medical education; Public relations; Marketing; Medicine; Political science; Pedagogy; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006066464,0.0002593272,0.0005604405,0.0002213182,0.005630602,0.00004812562,0.0003369583,0.0003209591,0.001083984],"category_scores_gemma":[0.001523214,0.0002221287,0.0001169178,0.0004453289,0.00008676684,0.0003980832,0.0001122516,0.003276809,0.001467008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005454892,"about_ca_system_score_gemma":0.003628872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673613,"about_ca_topic_score_gemma":0.0001477856,"domain_scores_codex":[0.9934661,0.002256726,0.00158306,0.0003787182,0.0004667594,0.001848607],"domain_scores_gemma":[0.9940136,0.002154486,0.001090778,0.0005842441,0.0004555246,0.001701365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001964471,0.0002503845,0.2227273,0.0008422823,0.00004102162,0.00001358784,0.004452233,0.0000298436,0.00003569437,0.1543367,0.5329917,0.08408277],"study_design_scores_gemma":[0.001651105,0.0002758939,0.1490958,0.0004339176,0.00001768096,0.0003346858,0.0008952593,0.0002537832,0.000003778148,0.02358029,0.8231688,0.000289022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07252793,0.0008096148,0.1252048,0.7389269,0.007106151,0.002056083,0.00001918448,0.0004628595,0.05288646],"genre_scores_gemma":[0.9063537,0.001582013,0.01268167,0.07088771,0.005762035,0.0002075652,0.00003052202,0.0001063398,0.002388456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8338258,"threshold_uncertainty_score":0.9998292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07902304256813238,"score_gpt":0.4882796344681547,"score_spread":0.4092565919000223,"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."}}