{"id":"W4206812656","doi":"10.1002/9780470382844.ch15","title":"Software Reliability","year":2008,"lang":"en","type":"other","venue":"","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Reliability (semiconductor); Reliability engineering; Software quality; Software; Software engineering; Operating system; Engineering; Software development; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002607839,0.0002407533,0.0003849073,0.0003119737,0.00007367261,0.00008481463,0.001804236,0.0003362051,0.003525621],"category_scores_gemma":[0.0004674203,0.0001924388,0.0002513571,0.000659082,0.0001449242,0.0001008129,0.000543288,0.0003301153,0.002355322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006127336,"about_ca_system_score_gemma":0.0002129173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000641436,"about_ca_topic_score_gemma":0.00005684861,"domain_scores_codex":[0.9977677,0.0001186054,0.0002233873,0.0008414761,0.0006768878,0.0003718742],"domain_scores_gemma":[0.9973898,0.0001988286,0.00008150274,0.00208069,0.00008177422,0.0001673923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[4.489158e-7,0.00006107983,0.0005552393,0.00004443972,0.00002623135,0.00001855256,0.00001484826,0.000003777523,2.553566e-7,0.0008869784,0.9745737,0.02381445],"study_design_scores_gemma":[0.00007911531,0.0000194328,0.0001058492,0.00003018961,0.000003955203,0.000008103309,0.000001067435,0.0006051289,0.00001244276,0.0009623381,0.9979205,0.0002519478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000001232478,0.0005074609,0.509577,0.0002811803,0.0001461433,0.000144483,0.000005053181,0.001768311,0.4875691],"genre_scores_gemma":[0.00002771924,0.0007190754,0.1464158,0.0001591302,0.0001336497,0.00001901623,0.000008910395,0.0001236068,0.8523932],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.364824,"threshold_uncertainty_score":0.9984214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602100926638274,"score_gpt":0.2653716589717222,"score_spread":0.2493506497053395,"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."}}