{"id":"W4235673564","doi":"10.1016/j.jlp.2006.03.005","title":"","year":2006,"lang":"en","type":"article","venue":"Journal of Loss Prevention in the Process Industries","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Common cause failure; Reliability engineering; Reliability (semiconductor); Common cause and special cause; Component (thermodynamics); Computer science; Engineering; Operations 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003921074,0.0003570858,0.0003414633,0.0009971319,0.0005960163,0.002132295,0.0005772039,0.0007744831,0.2291724],"category_scores_gemma":[0.001039193,0.0001345543,0.0001725646,0.0006784335,0.0004225866,0.001121761,0.000694695,0.0006174928,0.1114634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381831,"about_ca_system_score_gemma":0.0009765355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551829,"about_ca_topic_score_gemma":0.002174924,"domain_scores_codex":[0.9997784,0.00001788754,0.00001205059,0.00003939165,0.0001241002,0.00002821742],"domain_scores_gemma":[0.9993684,0.00004595548,0.00002615894,0.0001085759,0.0003666384,0.00008419649],"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":[0.0002544712,0.0002481276,0.002361526,0.0001942587,0.00003559943,0.0001620894,0.00008847268,0.002372571,0.009742489,0.1209832,0.4081558,0.4554015],"study_design_scores_gemma":[0.00003084966,0.0000780066,0.002935803,0.00007056535,0.00001973183,0.0004036212,0.000127031,0.005246498,0.005778382,0.02268239,0.9626139,0.0000132443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0175145,0.005848331,0.04075309,0.009511954,0.009327371,0.0001243402,0.00142213,0.001163665,0.9143345],"genre_scores_gemma":[0.1442323,0.004924371,0.009464635,0.001037091,0.001788011,0.00005647432,0.002307222,0.0002342912,0.8359556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7708276,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057232797034195,"score_gpt":0.2479512982699655,"score_spread":0.2373789702996235,"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."}}