{"id":"W2102679084","doi":"10.1109/mnrc.2008.4683387","title":"Assertion checkers - enablers of quality design","year":2008,"lang":"en","type":"article","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Assertion; Computer science; Generator (circuit theory); IBM; Programming language; Software engineering; Field (mathematics); Quality (philosophy); Computer architecture","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":[0.001050913,0.00004996271,0.00008607331,0.00004807836,0.00005188959,0.00000845848,0.0003765355,0.00003720603,0.00001583909],"category_scores_gemma":[0.0001716352,0.00004441198,0.00003044976,0.0002755928,0.00004940931,0.000480093,0.0000414088,0.0000429329,0.00002234785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002863869,"about_ca_system_score_gemma":0.00005284574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007150492,"about_ca_topic_score_gemma":5.407118e-7,"domain_scores_codex":[0.9991316,0.0002008995,0.0002152383,0.000147922,0.0001982329,0.0001061639],"domain_scores_gemma":[0.9993309,0.00006488254,0.0001003326,0.0003935799,0.00007677393,0.00003346597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003833155,0.0001768739,0.002920335,0.00004088109,0.00002371314,0.000002758871,0.00307782,0.00174539,0.09078908,0.8702717,0.002564041,0.0283491],"study_design_scores_gemma":[0.0002501057,0.0001168181,0.06484187,0.000006272927,0.000002214428,0.00001336623,0.00008588026,0.1298678,0.8000627,0.003919896,0.0006538406,0.0001792259],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02341011,0.000009417743,0.9711758,0.00009574289,0.0001233541,0.00008271908,1.409514e-7,0.0000936108,0.005009055],"genre_scores_gemma":[0.2845002,0.00000711762,0.7151976,0.00006989751,0.000005520542,0.000004104925,3.384093e-7,0.000001745325,0.0002134756],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8663518,"threshold_uncertainty_score":0.1811068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2120062588017335,"score_gpt":0.3560172045566864,"score_spread":0.1440109457549529,"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."}}