{"id":"W1986572438","doi":"10.2118/168420-ms","title":"Promoting Health and Safety Culture at Work Through Workforce Engagement","year":2014,"lang":"en","type":"article","venue":"SPE International Conference on Health, Safety, and Environment","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Public relations; Enthusiasm; Work (physics); Political science; Medicine; Engineering; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002585813,0.0003202737,0.0004778076,0.00008951459,0.002010591,0.00002758426,0.0002491933,0.0001841453,0.001105597],"category_scores_gemma":[0.0001833584,0.0002740547,0.00005359031,0.0000983531,0.0001739674,0.000143881,0.0003972832,0.00105152,0.0004033672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133997,"about_ca_system_score_gemma":0.0004451453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003285595,"about_ca_topic_score_gemma":0.000127193,"domain_scores_codex":[0.9951431,0.001137434,0.001153318,0.0007295051,0.0008860723,0.0009505533],"domain_scores_gemma":[0.9976614,0.0006431721,0.000486468,0.0003393597,0.00007385468,0.0007957701],"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":[0.00337171,0.0002647393,0.04954113,0.001000786,0.00006884065,0.000003310759,0.02375407,0.0001028087,0.000008984346,0.1555795,0.006612141,0.759692],"study_design_scores_gemma":[0.00251205,0.001271742,0.07907288,0.001291955,0.000005276215,0.000005764939,0.001719095,0.002053797,0.000002280933,0.01588026,0.8958112,0.0003736822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01848928,0.003330446,0.008063127,0.7854541,0.002219689,0.006248629,0.0003488098,0.0001939636,0.175652],"genre_scores_gemma":[0.5540268,0.3732664,0.00629849,0.04220575,0.001782538,0.0005000555,0.001239726,0.0001144944,0.02056577],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8891991,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298092318960213,"score_gpt":0.4333651711213725,"score_spread":0.3035559392253512,"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."}}