{"id":"W2886031661","doi":"10.24900/ijss/0202125141.2018.0601","title":"Assessing Process Safety Culture Maturity for Specialty Gas Operations","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Process (computing); Specialty; Safety culture; Business; Process management; Computer science; Psychology; Management; Economics; Developmental psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004798554,0.000417948,0.0002098355,0.001673081,0.000595625,0.002039038,0.0004993225,0.0006894877,0.0009059164],"category_scores_gemma":[0.02425552,0.000177765,0.0006060376,0.0008978316,0.0003842622,0.002490352,0.001211017,0.0009404997,0.0002173334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073885,"about_ca_system_score_gemma":0.001881439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007141159,"about_ca_topic_score_gemma":0.006779592,"domain_scores_codex":[0.9977715,0.0005064772,0.0001908499,0.0002245491,0.0009782632,0.0003282576],"domain_scores_gemma":[0.9767395,0.00657334,0.005748886,0.000889677,0.008690259,0.001358322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009764718,0.001076712,0.9219856,0.00008908501,0.0001761545,0.0001026228,0.003139238,0.01238113,0.009399594,0.001285444,0.0003245763,0.04906339],"study_design_scores_gemma":[0.00004136069,0.005024541,0.8903309,0.00007646754,0.0001246165,0.0001074266,0.009023506,0.07444283,0.01742352,0.002049722,0.001284966,0.00007010127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997465,0.00001981342,0.001671389,0.00003615804,0.000002581595,0.00002636468,0.00003854895,0.00001705787,0.0007230216],"genre_scores_gemma":[0.998659,0.00001317502,0.001072243,0.000007013832,0.000001549412,0.00001457122,0.0000883856,0.000003156815,0.0001409493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007141159,"threshold_uncertainty_score":0.02537751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746517813651869,"score_gpt":0.463725837528438,"score_spread":0.3890740561632511,"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."}}