{"id":"W2109245735","doi":"10.1109/issre.1996.558895","title":"Data partition based reliability modeling","year":2002,"lang":"en","type":"article","venue":"","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Software quality; Computer science; Reliability (semiconductor); Partition (number theory); Reliability engineering; Data mining; Software; Data modeling; Measure (data warehouse); Software development; Mathematics; Engineering; Database","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":[0.003047277,0.001184429,0.001182431,0.001718663,0.0006715405,0.002336908,0.002986826,0.001187146,0.003107825],"category_scores_gemma":[0.01162978,0.0008812539,0.001855441,0.002340178,0.001009399,0.003399185,0.001973706,0.0022406,0.001291998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331219,"about_ca_system_score_gemma":0.001120237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181378,"about_ca_topic_score_gemma":0.003108961,"domain_scores_codex":[0.9971265,0.001006208,0.0001497341,0.0005503627,0.001006693,0.000160481],"domain_scores_gemma":[0.9944066,0.003129312,0.0004486787,0.0009913447,0.000900329,0.0001237909],"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":[0.0000694829,0.00004435453,0.001312052,0.0001211335,0.00008882135,0.0001074243,0.0002240699,0.8347864,0.00159613,0.1179523,0.002396804,0.04130103],"study_design_scores_gemma":[0.000006061812,0.00002245331,0.0001451923,0.00001464209,0.00002201991,0.00005236377,0.00001846594,0.954158,0.0006365437,0.04139353,0.003518335,0.00001239648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003382886,0.000162599,0.9946754,0.0001540305,0.00003266518,0.00004938634,0.0002562928,0.0002678875,0.001018855],"genre_scores_gemma":[0.3984516,0.001448926,0.5888637,0.0002756423,0.0001919657,0.0008117619,0.002357351,0.0004663003,0.007132861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004181378,"threshold_uncertainty_score":0.01611573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1737354979148774,"score_gpt":0.3217346901195609,"score_spread":0.1479991922046835,"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."}}