{"id":"W3161351753","doi":"10.1145/3249740","title":"Session details: Session 19: testing and validation for timing defects","year":2006,"lang":"en","type":"article","venue":"Design Automation Conference","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Session (web analytics); Computer science; Reliability engineering; World Wide Web; Engineering","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":[0.0006106191,0.0001426304,0.0001373867,0.0001279863,0.0004063485,0.0005102493,0.000225916,0.00007167719,0.000004018425],"category_scores_gemma":[0.0008339168,0.0001350676,0.00002510713,0.0003167403,0.00002273583,0.0008648838,0.00006078769,0.00006897609,0.000008980947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003906779,"about_ca_system_score_gemma":0.0001451434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003884337,"about_ca_topic_score_gemma":0.000001473803,"domain_scores_codex":[0.9987899,0.0001258846,0.0002819947,0.0003713841,0.000197046,0.0002337746],"domain_scores_gemma":[0.9982145,0.001057305,0.0002285986,0.0001900473,0.0002414972,0.00006807391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001415817,0.00006021407,0.009567738,0.0001819934,0.000006111357,0.000007452437,0.0004723807,0.006949314,0.2443789,0.03100963,0.0005905479,0.7067743],"study_design_scores_gemma":[0.0002912823,0.00004750844,0.008089557,0.0001936146,0.0000090454,0.00002069859,0.00001610353,0.9538152,0.02002922,0.01724876,0.00004801527,0.0001909588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04927747,0.00003782355,0.9490459,0.0001228693,0.00009285415,0.0003258519,0.000001082485,0.0005202105,0.0005759341],"genre_scores_gemma":[0.8117098,0.000001138433,0.188085,0.00005411163,0.0000513836,0.00003752705,0.00000986942,0.000007765125,0.00004345615],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9468659,"threshold_uncertainty_score":0.5507895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028346494849558,"score_gpt":0.289528808110138,"score_spread":0.1866941586251822,"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."}}