{"id":"W2901507558","doi":"10.1002/prs.12018","title":"Unit reliability and integrity process development and implementation","year":2018,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chevron (Canada)","funders":"","keywords":"Downtime; Reliability (semiconductor); Asset (computer security); Reliability engineering; Process (computing); Unit (ring theory); Process safety management; Risk analysis (engineering); Computer science; Engineering; Computer security; Business","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":[0.0594644,0.001148013,0.0008950121,0.004113977,0.001838824,0.005693107,0.004696936,0.001897809,0.01255808],"category_scores_gemma":[0.1127061,0.001218565,0.001086682,0.001853148,0.002118858,0.003327001,0.004486896,0.00521249,0.007856621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004141057,"about_ca_system_score_gemma":0.02064141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004839201,"about_ca_topic_score_gemma":0.002719492,"domain_scores_codex":[0.9498295,0.01612641,0.004548033,0.003604382,0.02385648,0.002035255],"domain_scores_gemma":[0.8705436,0.01635815,0.006164312,0.02483884,0.07945952,0.002635521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002561857,0.00108553,0.005474548,0.001447192,0.00007201749,0.000446944,0.007124886,0.01221712,0.01989531,0.06664313,0.04249948,0.8428376],"study_design_scores_gemma":[0.0002014083,0.002509081,0.01024839,0.001415057,0.0001734974,0.0009607834,0.002258739,0.05511412,0.08732186,0.01792135,0.8215581,0.0003177646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01873166,0.0005165015,0.9222052,0.002032476,0.0006149203,0.01120219,0.0005683969,0.01095082,0.03317795],"genre_scores_gemma":[0.06561404,0.0004368065,0.9060044,0.000702923,0.000219055,0.006457691,0.0012017,0.002111038,0.01725229],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0594644,"threshold_uncertainty_score":0.3144816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07358767867862226,"score_gpt":0.4404614206827435,"score_spread":0.3668737420041213,"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."}}