{"id":"W1928184781","doi":"10.1109/icsmc.1996.561483","title":"Reliability evaluation of a furnace system using the k-out-of-n and the consecutive-k-out-of-n reliability models","year":2002,"lang":"en","type":"article","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reliability (semiconductor); Reliability engineering; Computer science; Engineering; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001848849,0.0009302748,0.0006707221,0.0006012119,0.000397624,0.0005583054,0.0008878637,0.0006244099,0.001097705],"category_scores_gemma":[0.006041743,0.0003441764,0.001354945,0.0003958952,0.0004479393,0.001075774,0.0004261555,0.000581039,0.000210449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000894187,"about_ca_system_score_gemma":0.0008675514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006880112,"about_ca_topic_score_gemma":0.006702848,"domain_scores_codex":[0.9988464,0.0005400288,0.00004778829,0.0001242672,0.0003565759,0.00008489217],"domain_scores_gemma":[0.9977767,0.001315506,0.0002784451,0.0002248134,0.0003509843,0.00005353614],"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":[0.0001056273,0.00002317858,0.0009184325,0.00002086073,0.00002480412,0.0000282509,0.00003299478,0.989224,0.001677273,0.001359156,0.000103038,0.006482389],"study_design_scores_gemma":[0.000003181466,0.00006312261,0.0003565378,0.000001847073,0.000008115107,0.00001519955,0.000004800138,0.9983521,0.0005589423,0.0005481497,0.00008194959,0.000006132262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3599461,0.0002381527,0.6349091,0.0001243706,0.00003457989,0.0000877165,0.0001517616,0.0003729187,0.004135352],"genre_scores_gemma":[0.9776264,0.0001164206,0.02105794,0.00001028429,0.00001026971,0.00003953261,0.00009282216,0.00002904407,0.001017229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006880112,"threshold_uncertainty_score":0.0136801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05272491794168074,"score_gpt":0.2597416736207007,"score_spread":0.20701675567902,"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."}}