{"id":"W4251805065","doi":"10.1002/9781118445112.stat04396","title":"Failure Rate","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Failure rate; Reliability engineering; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002261894,0.0008161801,0.001446034,0.0007572615,0.0001858344,0.0004089771,0.00229501,0.0007980182,0.01671454],"category_scores_gemma":[0.004328233,0.0005847893,0.0001516638,0.0007018865,0.0006188051,0.0001340891,0.0004525353,0.001063611,0.006007594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009566366,"about_ca_system_score_gemma":0.0005664232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003984813,"about_ca_topic_score_gemma":0.01054209,"domain_scores_codex":[0.9927248,0.0008954063,0.001550318,0.001726099,0.002251779,0.0008516471],"domain_scores_gemma":[0.9931007,0.001941541,0.001314136,0.002446301,0.0007032498,0.000494047],"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":[0.00002699944,0.0001651671,0.00006526985,0.00006030435,0.00005252001,0.0000270018,0.00005810527,0.00007014704,0.00001140229,0.05201849,0.9018577,0.04558683],"study_design_scores_gemma":[0.0003760966,0.0001293438,0.00009394038,0.0002176889,0.00004952748,0.000004670218,0.00005743426,0.00303906,0.000002949171,0.2241165,0.7713173,0.0005954794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00004117768,0.00104998,0.7812112,0.0008063055,0.001321078,0.0008274249,0.07228083,0.0004949946,0.141967],"genre_scores_gemma":[0.0006707301,0.001739716,0.2351262,0.0006234426,0.0006926837,0.00003225252,0.00399041,0.0005355095,0.7565891],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6146221,"threshold_uncertainty_score":0.9996604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261717684634413,"score_gpt":0.3957160543305039,"score_spread":0.2695442858670626,"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."}}