{"id":"W4388100841","doi":"10.1002/qre.3466","title":"Special issue on systems reliability and safety","year":2023,"lang":"en","type":"article","venue":"Quality and Reliability Engineering International","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Computer science; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003399197,0.0002059022,0.0003230538,0.0002441931,0.0001679154,0.000290536,0.0005796741,0.0001500318,0.00005045052],"category_scores_gemma":[0.002554147,0.0001850477,0.0001048269,0.0005407111,0.0001185593,0.0003563004,0.0004368196,0.0003778246,0.0001028123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149901,"about_ca_system_score_gemma":0.00004316605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000148296,"about_ca_topic_score_gemma":0.000002114771,"domain_scores_codex":[0.9973325,0.0002006236,0.0005771187,0.0007898795,0.0007594345,0.0003404058],"domain_scores_gemma":[0.9973974,0.001458405,0.00007014527,0.0006650861,0.0002103431,0.0001986378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003792021,0.000818997,0.05259519,0.001860806,0.0003446981,0.0000570851,0.002920822,0.3960806,0.0003304956,0.4249105,0.01983758,0.09986409],"study_design_scores_gemma":[0.0005362175,0.0001000537,0.1659124,0.00008652417,0.000007120225,0.00001014213,0.00007709843,0.5557914,0.00006477014,0.002591929,0.2744314,0.000390935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050038,0.0001912561,0.1251383,0.04241669,0.01181034,0.001357346,0.0002090546,0.002756977,0.01111621],"genre_scores_gemma":[0.9819524,0.001055574,0.006020129,0.0003176092,0.007392415,0.0001051337,0.00008113155,0.00003910251,0.003036451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4223185,"threshold_uncertainty_score":0.7546028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238085624447485,"score_gpt":0.3064546988651985,"score_spread":0.2840738426207237,"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."}}