{"id":"W1746451909","doi":"10.1109/etfa.1995.496788","title":"Replacement strategy for non self announcing failure equipment","year":2002,"lang":"en","type":"article","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Reliability engineering; Computer science; Inspection time; Sequence (biology); Function (biology); Engineering","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":[0.0001083691,0.00008459727,0.00008019046,0.00002348719,0.00003937932,0.00003130273,0.00004732481,0.00004649529,0.000281158],"category_scores_gemma":[0.000009135078,0.0000758606,0.00003277017,0.00005976402,0.000004823163,0.0001176362,0.000007918535,0.00004170004,0.00003014238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203202,"about_ca_system_score_gemma":0.000003814774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005798231,"about_ca_topic_score_gemma":0.00001797668,"domain_scores_codex":[0.9994654,0.000003251535,0.0001457996,0.0001214416,0.00007699682,0.000187106],"domain_scores_gemma":[0.9997519,0.00001453318,0.00001220812,0.0001425753,0.00004332948,0.0000354087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000636946,0.0000467356,0.00005247166,0.0001657319,0.0000324048,5.296201e-7,0.0004820894,0.9288067,0.001479146,0.001182578,0.06449065,0.003254547],"study_design_scores_gemma":[0.0003464466,0.0001025985,0.00002878258,0.00001514937,0.000007690696,0.000001146377,0.0001478024,0.9722855,0.002069371,0.0001193081,0.02475692,0.0001192524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05077446,0.0001016896,0.8558853,0.0007534456,0.0004754585,0.001372708,0.000009826345,0.001074389,0.08955269],"genre_scores_gemma":[0.9633121,0.00009793062,0.03446237,0.00006318915,0.0000621343,0.000092921,0.00001226608,0.00001916804,0.001877955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9125376,"threshold_uncertainty_score":0.3093506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555060174381663,"score_gpt":0.2102307796154823,"score_spread":0.1946801778716656,"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."}}