{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008439827,0.001223053,0.0005223555,0.001410576,0.003569961,0.004985403,0.003463407,0.006868134,0.1845068],"category_scores_gemma":[0.04840466,0.0003213504,0.0009729513,0.0009127206,0.002144748,0.006685671,0.006201245,0.006038623,0.04059159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003898469,"about_ca_system_score_gemma":0.01344338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691965,"about_ca_topic_score_gemma":0.0078888,"domain_scores_codex":[0.9932547,0.002719821,0.0004086205,0.0008154654,0.001893963,0.000907416],"domain_scores_gemma":[0.972707,0.007966298,0.0007584412,0.001716031,0.01177784,0.005074264],"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":[0.0001474157,0.000273394,0.00183488,0.0008125436,0.00001260838,0.0006805618,0.001341542,0.0004125982,0.0003394989,0.05930676,0.7324606,0.2023777],"study_design_scores_gemma":[0.00005465792,0.0001113274,0.001327972,0.002060564,0.00001343438,0.0007553451,0.006855636,0.0003539671,0.0004442359,0.06579536,0.9221939,0.00003356108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004298238,0.008386774,0.009132126,0.7209682,0.03933528,0.0008821266,0.001172242,0.0003730182,0.2154521],"genre_scores_gemma":[0.1291476,0.0207377,0.04498883,0.361028,0.0171571,0.003368207,0.002254075,0.0002899093,0.4210285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8154932,"threshold_uncertainty_score":0.6172366,"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."}}