{"id":"W2051931673","doi":"10.1002/prs.10256","title":"Workplace safety climate assessment based on behaviors and measurable indicators","year":2008,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"PDCA; Sociotechnical system; Workgroup; Supervisor; Process (computing); Safety climate; Engineering; Knowledge management; Risk analysis (engineering); Process management; Occupational safety and health; Computer science; Management system; Business; Quality management; Operations management; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002655387,0.0003770915,0.0005619047,0.0004058203,0.004121813,0.00001871025,0.0003829263,0.0003791636,0.000555035],"category_scores_gemma":[0.0002473767,0.000322122,0.00008347631,0.00100429,0.0004006335,0.0002694482,0.0001512811,0.001588693,0.0001724879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004899277,"about_ca_system_score_gemma":0.002210456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003564782,"about_ca_topic_score_gemma":0.00002074552,"domain_scores_codex":[0.9943929,0.0008182289,0.001029076,0.0007652439,0.001452086,0.001542507],"domain_scores_gemma":[0.9966825,0.001193254,0.0003917236,0.0005066246,0.0004587423,0.00076719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002430805,0.0003768667,0.9817444,0.001318292,0.0000131215,0.00002110078,0.0005094261,0.0001435173,0.000001816078,0.0007297901,0.0003029263,0.01240795],"study_design_scores_gemma":[0.002982286,0.0004232314,0.9800044,0.0006807334,0.00002401898,0.000008761593,0.0003927494,0.003426801,0.00002251529,0.00008342454,0.01154462,0.0004064415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275363,0.002337851,0.001545354,0.02554111,0.001839421,0.01499177,0.0009332163,0.001375431,0.1238996],"genre_scores_gemma":[0.994122,0.0005699018,0.0019313,0.001100852,0.0001822592,0.001485387,0.000183949,0.00007276485,0.0003515321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665858,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375025979693941,"score_gpt":0.4561851033537686,"score_spread":0.4024348435568291,"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."}}