{"id":"W2341714012","doi":"10.1177/2156869316642265","title":"The “Work” of Workplace Mental Health","year":2016,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Confidentiality; Negotiation; Mental health; Work (physics); Public relations; Mental illness; Ethnography; Psychology; Employee assistance; Sociology; Business; Nursing; Political science; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007750304,0.0001661028,0.0002633998,0.00001390904,0.001268661,0.00001375592,0.0001455891,0.00006899906,0.0002147045],"category_scores_gemma":[0.000001712914,0.00009134031,0.0001192387,0.0001482513,0.0002704499,0.00008150051,0.0000761748,0.0001130218,0.00004546324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316765,"about_ca_system_score_gemma":0.00009250853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004347113,"about_ca_topic_score_gemma":0.0001061091,"domain_scores_codex":[0.9982209,0.0001836752,0.0004429484,0.0002969526,0.000213716,0.0006418532],"domain_scores_gemma":[0.9990365,0.0001378798,0.0002902052,0.0002372065,0.0000117258,0.0002865078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004012108,0.0003849409,0.02441396,0.0001800149,0.0001097156,4.164646e-7,0.01528094,1.139674e-8,0.00002894727,0.007466644,0.3211139,0.6306193],"study_design_scores_gemma":[0.01556752,0.004126012,0.1154721,0.001630729,0.00001986073,0.0000645105,0.05901062,0.000007257924,0.0003772936,0.001509201,0.8014926,0.0007222526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7244148,0.04474602,0.00007409433,0.220153,0.00314848,0.002653324,0.0003699609,0.0001053295,0.004334959],"genre_scores_gemma":[0.9658034,0.01478042,0.0002827984,0.004737077,0.0001253803,0.00006702353,0.00004466146,0.00002410004,0.01413513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6298971,"threshold_uncertainty_score":0.9757642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685728218965222,"score_gpt":0.3821317523603492,"score_spread":0.355274470170697,"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."}}