{"id":"W2162810462","doi":"10.5539/ass.v9n3p182","title":"Safety Culture in Combating Occupational Safety and Health Problems in the Malaysian Manufacturing Sectors","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Business; Legislation; Safety culture; Effective safety training; Industrialisation; Manufacturing; Workplace safety; Quality (philosophy); Operations management; Risk analysis (engineering); Marketing; Occupational health nursing; Engineering; Health care; Economic growth; Medicine; Economics; Health policy; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004870692,0.0001200714,0.0002071164,0.0001665933,0.0028708,0.00004225258,0.0003815199,0.0001139726,0.0001819861],"category_scores_gemma":[0.0001739202,0.00008481316,0.00002337962,0.0009611484,0.0003207595,0.0004348001,0.0001295532,0.0009297647,0.00005896611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006724287,"about_ca_system_score_gemma":0.001290157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005667088,"about_ca_topic_score_gemma":0.004581293,"domain_scores_codex":[0.9967033,0.000646288,0.0006114449,0.0003403575,0.0007523596,0.0009463116],"domain_scores_gemma":[0.9990805,0.0003086514,0.0001792509,0.0001312574,0.00009992329,0.0002004214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006107612,0.00006420699,0.7562789,0.0002672684,0.000001866193,0.00000136374,0.0572345,0.00001240634,0.00002008868,0.01710232,0.0006321112,0.1683239],"study_design_scores_gemma":[0.0004686112,0.00004101278,0.985835,0.000106554,3.757792e-7,9.733709e-7,0.00976776,0.0001618658,9.020393e-7,0.00105447,0.00247755,0.00008488014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5332394,0.0002284926,0.0005102411,0.115182,0.0006639903,0.009593912,0.00009109643,0.00009597945,0.3403948],"genre_scores_gemma":[0.997018,0.00005201388,0.0002223686,0.002170286,0.0001845664,0.000157258,0.00002175946,0.000007050048,0.0001667289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4637785,"threshold_uncertainty_score":0.9984273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850484371515775,"score_gpt":0.4432039269761754,"score_spread":0.3746990832610176,"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."}}