{"id":"W2801598878","doi":"10.1139/tcsme-2016-0057","title":"NUMERICAL SIMULATION ON THE EXISTENCE OF FLUCTUATION OF INSTANTANEOUS AVAILABILITY","year":2016,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Applied mathematics; Computer simulation; Failure rate; Mathematical analysis; Control theory (sociology); Computer science; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008470357,0.0002672029,0.0003846073,0.000497798,0.0003318688,0.0004554778,0.0004708269,0.0005963873,0.0008151251],"category_scores_gemma":[0.004156167,0.0001488802,0.0003397041,0.0005971037,0.0007297474,0.0007278534,0.0004516569,0.000496852,0.0000605128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513199,"about_ca_system_score_gemma":0.0004558722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969684,"about_ca_topic_score_gemma":0.001222307,"domain_scores_codex":[0.9996285,0.0001197344,0.00002374966,0.00005185558,0.0001157679,0.00006038165],"domain_scores_gemma":[0.9980276,0.001231482,0.0001955618,0.000173461,0.0003094324,0.00006239412],"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":[0.0000688134,0.00002072165,0.002315394,0.00005103857,0.00001196568,0.000106037,0.00008280532,0.9799226,0.002690763,0.01049516,0.000233704,0.00400099],"study_design_scores_gemma":[0.000003491262,0.000008926387,0.0002194901,0.000002859806,0.000002092776,0.00001142958,0.000009039863,0.9982834,0.0004829378,0.0008660465,0.0001065788,0.000003746774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6724077,0.0005580317,0.3120521,0.0004231266,0.00009563202,0.00004550553,0.0002136626,0.0003761546,0.01382801],"genre_scores_gemma":[0.9905096,0.00009058947,0.008895685,0.00001295986,0.000006532551,0.00002096739,0.00004776366,0.00001370605,0.000402227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003969684,"threshold_uncertainty_score":0.007893145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254792966769394,"score_gpt":0.1972728087627413,"score_spread":0.1847248790950473,"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."}}