{"id":"W2140514133","doi":"10.1109/vdat.2011.5783552","title":"Hierarchical trigger generation for post-silicon debugging","year":2011,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Debugging; Observability; Computer science; TRACE (psycholinguistics); Interfacing; Embedded system; Controllability; Root cause; Process (computing); Software bug; Exploit; Real-time computing; Generator (circuit theory); Computer hardware; Reliability engineering; Software; Engineering; Operating system","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":[0.0001913861,0.00006615364,0.00007240962,0.0000582701,0.0001261283,0.00006243243,0.0002789272,0.00003280333,0.00003033627],"category_scores_gemma":[0.00008021088,0.00005450544,0.00005086447,0.00009770128,0.00001252858,0.0002910979,0.00004353829,0.00004995618,0.00002490498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015946,"about_ca_system_score_gemma":0.00004243136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003639469,"about_ca_topic_score_gemma":0.00001575133,"domain_scores_codex":[0.9993472,0.00001903132,0.0001308253,0.0002316679,0.00007960408,0.0001916959],"domain_scores_gemma":[0.9995875,0.00006053246,0.00002813345,0.0001936222,0.00007020505,0.00006005626],"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":[4.922546e-7,0.00005764368,0.0008940414,0.000008331256,0.0000105311,0.000004974441,0.00109414,0.00000570401,0.05426385,0.199309,0.001039722,0.7433116],"study_design_scores_gemma":[0.0005797875,0.0002651524,0.004797222,0.00001313719,0.00001108819,0.00004138067,0.0000217993,0.9324598,0.04678505,0.01317865,0.00148191,0.0003650058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0390945,0.00002904594,0.9509972,0.0004213182,0.000166715,0.0001108774,5.952095e-7,0.0002498558,0.008929909],"genre_scores_gemma":[0.9672842,7.379217e-7,0.03114893,0.0009401852,0.0001514768,0.00001559579,0.000003264446,0.000005206336,0.0004504114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9324541,"threshold_uncertainty_score":0.2222667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07962287511166655,"score_gpt":0.2557331627487893,"score_spread":0.1761102876371228,"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."}}