{"id":"W2522463850","doi":"10.1002/qre.2078","title":"On Reliability of a Multi‐Socket Repairable System","year":2016,"lang":"en","type":"article","venue":"Quality and Reliability Engineering International","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"JDA Software (Canada)","funders":"","keywords":"Component (thermodynamics); Context (archaeology); Dilemma; Reliability (semiconductor); Poisson process; Computer science; Reliability engineering; Process (computing); Sibling; Poisson point process; Point process; Poisson distribution; Operations research; Engineering; Mathematics; Statistics; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008917083,0.0001114169,0.000200186,0.00004441693,0.00004341446,0.00001103052,0.0001269528,0.0000783387,0.0001199826],"category_scores_gemma":[0.006852211,0.00007851544,0.00007429248,0.00007670552,0.00008424551,0.0000704885,0.00003900989,0.00008333677,0.00001594682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553237,"about_ca_system_score_gemma":0.00001906288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000211732,"about_ca_topic_score_gemma":7.618125e-7,"domain_scores_codex":[0.9987276,0.00006320447,0.0005564538,0.0002657651,0.0002695067,0.0001175281],"domain_scores_gemma":[0.997274,0.001947322,0.0001283962,0.0003260453,0.0002456094,0.0000786739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002853912,0.0002111095,0.000719614,0.0002519102,0.00001394092,2.483578e-7,0.00004062175,0.0002448201,0.0006153835,0.9970918,0.0003485351,0.0004334351],"study_design_scores_gemma":[0.00513341,0.0002807828,0.340699,0.001647035,0.00009908388,0.000024208,0.0002668738,0.3072427,0.009474947,0.3257898,0.008158913,0.001183264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.254245,0.000003486957,0.7424431,0.0014712,0.0001895946,0.0001952946,0.000512947,0.0001948108,0.0007445628],"genre_scores_gemma":[0.9742752,0.000003856528,0.02536147,0.00002071535,0.00002414142,0.00004258004,0.00001414643,0.000008301513,0.0002495503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7200302,"threshold_uncertainty_score":0.8203232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560852174225406,"score_gpt":0.3588368923864448,"score_spread":0.3032283706441908,"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."}}