{"id":"W2077563041","doi":"10.1016/j.psep.2012.11.003","title":"Determination of human error probabilities in maintenance procedures of a pump","year":2012,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Human error; Reliability engineering; Risk analysis (engineering); Process (computing); Service (business); Computer science; Engineering; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00129635,0.0001060478,0.0002554805,0.0001882986,0.000106431,0.000009889043,0.0001335043,0.0000747365,0.00009015422],"category_scores_gemma":[0.0003092378,0.00008258834,0.00005938811,0.0003047944,0.0002483409,0.0006406238,0.00004835102,0.00009667287,0.000003583328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005149,"about_ca_system_score_gemma":0.00001176717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000736474,"about_ca_topic_score_gemma":0.00009737186,"domain_scores_codex":[0.998365,0.0001013926,0.0006404422,0.0002312688,0.0004889915,0.0001728555],"domain_scores_gemma":[0.9993537,0.00005947473,0.000365237,0.000152296,0.00002470389,0.00004455999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001844444,0.001994047,0.559282,0.00138898,0.0000501448,0.000001260803,0.03225214,0.006660144,0.06126643,0.001606003,0.000005088783,0.3336493],"study_design_scores_gemma":[0.001570949,0.0006642538,0.7689507,0.0002733643,0.00006417816,0.00003340605,0.0260237,0.02531877,0.05743399,0.1188628,0.0002821386,0.0005217881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981478,0.0002529812,0.01697587,0.0001805685,0.0000289375,0.0004766312,0.00001391125,0.00000842319,0.0005846857],"genre_scores_gemma":[0.9994329,0.000128213,0.0001692393,0.000006543602,0.00001674907,0.00005411142,0.000003994712,0.000005740826,0.000182475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3331275,"threshold_uncertainty_score":0.3367855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168142995444777,"score_gpt":0.3116865325964426,"score_spread":0.2700051026419948,"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."}}