{"id":"W2107662612","doi":"10.1109/fpl.2011.103","title":"Speculative Debug Insertion for FPGAs","year":2011,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Debugging; Field-programmable gate array; Computer science; Background debug mode interface; Embedded system; Process (computing); Design flow; Computer hardware; 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":[0.00009153399,0.00004600986,0.0000484846,0.00003051839,0.00006185634,0.00002395697,0.0002172805,0.00001751529,0.00002216566],"category_scores_gemma":[0.00004045354,0.00003792233,0.00003279827,0.0001029286,0.000008973984,0.0002444811,0.00003521458,0.00002296267,0.00003898326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009636795,"about_ca_system_score_gemma":0.00001454417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004629276,"about_ca_topic_score_gemma":0.00001074582,"domain_scores_codex":[0.9995891,0.000008921425,0.00007818339,0.0001479,0.00005253988,0.0001232955],"domain_scores_gemma":[0.9997147,0.00003393173,0.00002621774,0.0001388401,0.0000516675,0.00003468408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[3.191819e-7,0.00004716147,0.004460157,0.000007629934,0.00000944876,0.000004078699,0.001658856,0.000006182287,0.00204645,0.7416881,0.0004968386,0.2495748],"study_design_scores_gemma":[0.0009743696,0.0003950136,0.1224348,0.0000585623,0.00001594509,0.00003846754,0.0001669252,0.3375622,0.08050485,0.4544093,0.002751323,0.0006882412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01397567,0.000008363804,0.919641,0.00007002883,0.00008169582,0.00007338693,1.808852e-7,0.0001526575,0.065997],"genre_scores_gemma":[0.9534595,3.979444e-7,0.04581065,0.0002684954,0.00003142847,0.0000075322,4.999947e-7,0.00000273557,0.000418765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9394838,"threshold_uncertainty_score":0.1546428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170055994662131,"score_gpt":0.2400885491497604,"score_spread":0.1230829496835474,"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."}}