{"id":"W2279965377","doi":"10.12792/iciae2015.103","title":"A Single Deteriorating System's Replacement Model with Inspections","year":2015,"lang":"en","type":"article","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reliability engineering; Failure rate; Catastrophic failure; Computer science; Type (biology); Engineering; Materials science","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":[0.001687891,0.001579823,0.002529558,0.001050882,0.0005166833,0.001350049,0.0042962,0.00252961,0.003391261],"category_scores_gemma":[0.002780629,0.0007962768,0.001585671,0.001452092,0.00177671,0.00188848,0.0009332147,0.001458664,0.0005791865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133149,"about_ca_system_score_gemma":0.001007335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264583,"about_ca_topic_score_gemma":0.005280051,"domain_scores_codex":[0.999005,0.000274545,0.00005050427,0.0003335998,0.0001356341,0.0002006841],"domain_scores_gemma":[0.998018,0.0007507668,0.0005468163,0.000186305,0.0002666355,0.0002314641],"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":[0.0001161697,0.00005283163,0.001071359,0.0000816992,0.0000355205,0.0004170287,0.00006228829,0.9864295,0.001511456,0.007459271,0.0003372216,0.002425703],"study_design_scores_gemma":[0.00002654472,0.00007871132,0.0005791974,0.000006088291,0.00003095536,0.00007900463,0.0000154493,0.9965753,0.0001322153,0.002248507,0.0002113346,0.00001672729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.62191,0.001660582,0.3647206,0.0009707075,0.0001388373,0.0001458009,0.001083236,0.000533467,0.008836761],"genre_scores_gemma":[0.981448,0.0004904722,0.01002156,0.00006417026,0.00005429677,0.00007766476,0.0002531775,0.00003895175,0.007551718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264583,"threshold_uncertainty_score":0.02514446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200612494784429,"score_gpt":0.1900871355328911,"score_spread":0.1700258860544482,"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."}}