{"id":"W2107629078","doi":"10.1109/date.2006.244005","title":"Efficient Assertion Based Verification using TLM","year":2006,"lang":"en","type":"article","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Assertion; Database transaction; Transaction-level modeling; Metric (unit); Computer engineering; Programming language; Theoretical computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003732624,0.0005771753,0.0006522301,0.001073394,0.0004836768,0.001427151,0.001301457,0.000951338,0.003347154],"category_scores_gemma":[0.01733812,0.0005132995,0.001238778,0.0006279264,0.001443082,0.002393908,0.002082906,0.001087871,0.0009021586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007222807,"about_ca_system_score_gemma":0.001280775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229813,"about_ca_topic_score_gemma":0.001333975,"domain_scores_codex":[0.9930184,0.003533602,0.0004753591,0.0004944286,0.002127583,0.0003504832],"domain_scores_gemma":[0.9841248,0.009795627,0.0008864414,0.004148081,0.0009512641,0.00009374887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006071333,0.000211088,0.003049273,0.0006161877,0.000146926,0.0005761533,0.0005179677,0.5351943,0.06715058,0.1626673,0.002540857,0.2267222],"study_design_scores_gemma":[0.00005598263,0.00007556167,0.0001089822,0.00002331901,0.00002237406,0.00007169609,0.00001744083,0.9476457,0.0186592,0.03160178,0.001706545,0.00001143772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01616131,0.00003768149,0.9790722,0.00008687872,0.00001428919,0.0000438295,0.00006089844,0.00359172,0.0009312389],"genre_scores_gemma":[0.5319318,0.00009383051,0.4656109,0.0001100923,0.00002692037,0.0002189821,0.0003030576,0.0005477014,0.001156665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003732624,"threshold_uncertainty_score":0.01974022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253845833347391,"score_gpt":0.2922231794513031,"score_spread":0.2596847211178291,"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."}}