{"id":"W1881506156","doi":"10.1109/test.1996.557094","title":"LIMSoft: automated tool for design and test integration of analog circuits","year":2002,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Sensitivity (control systems); Computer science; Analogue electronics; Automatic test pattern generation; Fault (geology); Design for testing; Electronic circuit; Built-in self-test; Electronic engineering; Fault detection and isolation; Computation; Reliability engineering; Embedded system; Engineering; Algorithm; Electrical engineering; Artificial intelligence","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":[0.00189363,0.002031832,0.0008738151,0.001988636,0.0004386195,0.001343108,0.002204364,0.0008672333,0.01805963],"category_scores_gemma":[0.00593175,0.001060504,0.001044575,0.000917518,0.0007998358,0.001947312,0.001559102,0.001569501,0.00389287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007058813,"about_ca_system_score_gemma":0.0009921461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009828709,"about_ca_topic_score_gemma":0.00115332,"domain_scores_codex":[0.9981788,0.0005146935,0.0001386549,0.000218581,0.0008254136,0.0001237689],"domain_scores_gemma":[0.9960462,0.002671262,0.0002989779,0.0005542155,0.0003523346,0.00007698205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007775122,0.0002538718,0.002403709,0.001234232,0.0001918521,0.0007876341,0.0003204806,0.06454364,0.04382964,0.0282238,0.04673267,0.8107008],"study_design_scores_gemma":[0.0004692499,0.0005428393,0.001903695,0.0003103095,0.0001485054,0.001596172,0.00008523907,0.7521914,0.09186565,0.05705239,0.09368826,0.0001463759],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002811207,0.0001644376,0.9249478,0.00004905001,0.0000270822,0.00006397742,0.000396627,0.0698194,0.001720429],"genre_scores_gemma":[0.1225143,0.0002916775,0.8624831,0.000304895,0.00007376827,0.0006946993,0.002863245,0.006437802,0.004336518],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01805963,"threshold_uncertainty_score":0.06041551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381373514173774,"score_gpt":0.2522790968109267,"score_spread":0.198465361669189,"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."}}