{"id":"W4230850650","doi":"10.1017/s0021900200005015","title":"Conditional Ordering of k-out-of-n Systems with Independent But Nonidentical Components","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Probability","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China; China Scholarship Council; McMaster University","keywords":"Residual; Monotone polygon; Stochastic ordering; Mathematics; Applied mathematics; Computer science; Statistics; Algorithm","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":[0.00244129,0.0005011991,0.0007100852,0.0009553258,0.0005285275,0.001057915,0.001223256,0.0005857719,0.004339217],"category_scores_gemma":[0.01045066,0.000325344,0.0005220962,0.0005896032,0.001272872,0.001621569,0.0009151789,0.0007781109,0.0002489549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086271,"about_ca_system_score_gemma":0.0009038545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476522,"about_ca_topic_score_gemma":0.003309032,"domain_scores_codex":[0.9985681,0.0003943477,0.000104846,0.0002312132,0.0004188822,0.0002825297],"domain_scores_gemma":[0.9896332,0.005650465,0.00145467,0.0007816753,0.001537351,0.0009426858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001185883,0.0001910735,0.01210718,0.0003016574,0.00008936149,0.001378404,0.0005619656,0.4246748,0.02176058,0.510377,0.001725097,0.02564692],"study_design_scores_gemma":[0.00003702982,0.0001712499,0.004560959,0.0000144386,0.00003393973,0.0001804181,0.0000756416,0.9118658,0.003528966,0.07848939,0.0009959703,0.00004630736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5365444,0.0002020297,0.4529393,0.0004788675,0.00005340255,0.00009759886,0.0005158354,0.0002528601,0.008915769],"genre_scores_gemma":[0.978866,0.00009915594,0.01791946,0.00003787915,0.00004742093,0.00004116455,0.0002678211,0.00004031396,0.002680737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004339217,"threshold_uncertainty_score":0.01451612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842217880571664,"score_gpt":0.1997309935154658,"score_spread":0.1813088147097491,"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."}}