{"id":"W2141639985","doi":"10.1002/prs.10010","title":"Risk‐based maintenance (RBM): A new approach for process plant inspection and maintenance","year":2004,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fault tree analysis; Reliability engineering; Flammable liquid; Engineering; Schedule; Process (computing); Planned maintenance; Reliability (semiconductor); Risk management; Risk analysis (engineering); Hazardous waste; Computer science; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003051764,0.00129478,0.00135009,0.002519193,0.000476577,0.001360351,0.002011829,0.0009742558,0.002162799],"category_scores_gemma":[0.006306088,0.0008388938,0.00141757,0.0009669063,0.0008230574,0.001629887,0.001136849,0.001224728,0.0005027218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311005,"about_ca_system_score_gemma":0.001385956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552405,"about_ca_topic_score_gemma":0.001422858,"domain_scores_codex":[0.9972561,0.0009920299,0.0001517616,0.0003970989,0.001104456,0.0000985317],"domain_scores_gemma":[0.9976072,0.00132417,0.0003735861,0.0002639588,0.0003678431,0.000063261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001105495,0.0001494047,0.001193032,0.000366092,0.0001794253,0.0001972947,0.0002828754,0.4084046,0.007534339,0.0955594,0.002533072,0.4834898],"study_design_scores_gemma":[0.00003183432,0.0001313864,0.0003930292,0.00005012547,0.00005389255,0.0002211121,0.00002040161,0.9495875,0.001966991,0.04082747,0.006683913,0.00003223422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008596712,0.0001345894,0.9983766,0.0000537318,0.000009925942,0.00003116465,0.00001057552,0.0001297025,0.0003939622],"genre_scores_gemma":[0.0663697,0.0002519129,0.9320719,0.00005976089,0.00006999227,0.0002215236,0.00005777505,0.00008215751,0.0008153231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003051764,"threshold_uncertainty_score":0.01613945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448835078898471,"score_gpt":0.345748532113375,"score_spread":0.3012601813243903,"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."}}