{"id":"W4252658971","doi":"10.1007/978-3-319-77432-9_12","title":"Work","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute of Mental Health; Medical Center, University of Rochester; Canadian Institutes of Health Research; University of Rochester; Alberta Cancer Foundation; Genentech; Breast Cancer Research Foundation","keywords":"Psychological intervention; Work (physics); Globe; Sustainability; Risk analysis (engineering); Psychology; Business; Political science; Medicine; Nursing; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005809972,0.0007891603,0.0003668448,0.00107802,0.004191126,0.004848158,0.001202825,0.001316222,0.3790771],"category_scores_gemma":[0.001227013,0.0002627323,0.0004144664,0.0008191714,0.001337423,0.002518147,0.003964601,0.001671194,0.269599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413477,"about_ca_system_score_gemma":0.002299232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00458303,"about_ca_topic_score_gemma":0.009984253,"domain_scores_codex":[0.9993388,0.00008868125,0.0000188828,0.0001313182,0.0002757374,0.0001464046],"domain_scores_gemma":[0.9995335,0.00004061329,0.00001732847,0.00009586317,0.0001493594,0.0001633288],"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":[0.00003209724,0.0001357994,0.000428755,0.0001450807,0.000003710582,0.0001044337,0.003239537,0.0001100158,0.0006979588,0.09630901,0.635394,0.2633997],"study_design_scores_gemma":[0.000001709109,0.0000104814,0.000334175,0.00005996616,7.684468e-7,0.00004184724,0.0005913731,0.00001815739,0.00007260551,0.003527274,0.995339,0.000002617609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005854525,0.000381424,0.0008324105,0.00120661,0.0007872428,0.00003817411,0.0001136751,0.0001280271,0.9959269],"genre_scores_gemma":[0.003244703,0.0002591545,0.0002730188,0.0004081245,0.0001007922,0.00002292917,0.00008243138,0.00003440097,0.9955745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6209229,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187595276976734,"score_gpt":0.385696433685044,"score_spread":0.3338204809152766,"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."}}