{"id":"W2163028993","doi":"10.1109/tr.2006.890892","title":"System Stress-Strength Reliability: The Multivariate Case","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Reliability","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Combinatorics; Type (biology); Mathematics; Infant formula","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"],"consensus_categories":[],"category_scores_codex":[0.001740983,0.0003516986,0.0003150943,0.0001096214,0.0004515779,0.00006459418,0.0002586506,0.0002650579,0.00006534591],"category_scores_gemma":[0.00007330384,0.0002625906,0.0002476346,0.0005429878,0.0002351057,0.0002523685,0.000001882186,0.0007392909,0.00006276606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075969,"about_ca_system_score_gemma":0.00003711595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004368278,"about_ca_topic_score_gemma":0.0002070836,"domain_scores_codex":[0.9976931,0.0001503058,0.0007298423,0.0005314724,0.000327755,0.0005675901],"domain_scores_gemma":[0.9974463,0.0007705319,0.00006838774,0.001316138,0.0002105224,0.0001881328],"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":[0.0000977503,0.0002541137,0.0000579475,0.0003040524,0.00004058492,0.00007915556,0.0004325823,0.9815958,0.0002746495,0.0001659907,0.0001066324,0.01659075],"study_design_scores_gemma":[0.001554479,0.0002399082,0.002232669,0.0002499942,0.0002361677,0.0005419359,0.003308731,0.9194374,0.06798919,0.0003510804,0.002831952,0.001026501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2380764,0.00002835624,0.7548072,0.0001774782,0.001851927,0.0008223601,0.0001537928,0.0010374,0.003045043],"genre_scores_gemma":[0.9963525,0.00004037761,0.003220671,0.0000399651,0.00007812151,0.00009641549,0.000005803746,0.00004331326,0.0001228419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7582761,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814317000322719,"score_gpt":0.2215150192967542,"score_spread":0.213371849293527,"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."}}