{"id":"W2889021254","doi":"","title":"Maintenance, Replacement, and Reliability: Theory and Applications, Second Edition","year":2013,"lang":"en","type":"book","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Computer science; Engineering; Physics; Thermodynamics","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":[0.0003370713,0.001754139,0.001822844,0.002207328,0.000512473,0.002899089,0.001652828,0.001009859,0.07521311],"category_scores_gemma":[0.001062056,0.0007555471,0.0006821504,0.00297929,0.000732414,0.003316622,0.0008254345,0.00247931,0.04276003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009387826,"about_ca_system_score_gemma":0.001362031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215933,"about_ca_topic_score_gemma":0.005291918,"domain_scores_codex":[0.9995843,0.00002329271,0.00001996946,0.00006894858,0.0002836705,0.00001971172],"domain_scores_gemma":[0.999522,0.0001876276,0.00003140824,0.00004978322,0.0001778986,0.00003123434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003355034,0.00006429933,0.0001016778,0.0007278506,0.00002367302,0.00004118364,0.0001045993,0.002652322,0.001077872,0.04304251,0.6325854,0.3195451],"study_design_scores_gemma":[0.000006503833,0.00002481451,0.0003310249,0.0002786656,0.00001497542,0.0002668954,0.00004219171,0.00157172,0.0003012685,0.03178574,0.9653571,0.00001904846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00148729,0.3177085,0.07256429,0.004468693,0.01156961,0.0001155979,0.003767839,0.002696682,0.5856217],"genre_scores_gemma":[0.008927242,0.1214883,0.0268851,0.001341938,0.003027519,0.0001492273,0.001963196,0.000947834,0.8352697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07521311,"threshold_uncertainty_score":0.2516129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002798135177617753,"score_gpt":0.1768201111057785,"score_spread":0.1740219759281607,"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."}}