{"id":"W4412972311","doi":"10.1109/icicdt65192.2025.11077982","title":"Adaptive Mixed Signal Circuit Design for Real Time Process Control in Industrial Applications","year":2025,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conversant (Canada)","funders":"","keywords":"Computer science; Process control; Mixed-signal integrated circuit; Process (computing); SIGNAL (programming language); Adaptive control; Circuit design; Control (management); Control engineering; Electronic engineering; Integrated circuit; Embedded system; 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":[0.000264591,0.0005621561,0.0002467038,0.0003608463,0.0002168629,0.0008013693,0.001081962,0.0005352953,0.004921525],"category_scores_gemma":[0.0005234785,0.0001688629,0.0002573993,0.0002630665,0.0002013324,0.000463026,0.0002520593,0.0004946551,0.001395603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716132,"about_ca_system_score_gemma":0.0003381148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007174549,"about_ca_topic_score_gemma":0.001226661,"domain_scores_codex":[0.9995576,0.00007727178,0.0000237465,0.0001019774,0.0001982131,0.00004129112],"domain_scores_gemma":[0.9997632,0.00004745942,0.00003614891,0.00002940742,0.0001125149,0.00001137778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003542036,0.0001760531,0.0009021525,0.0006145022,0.0001183927,0.0001991698,0.0001933342,0.0366603,0.48267,0.019588,0.005024414,0.4534994],"study_design_scores_gemma":[0.0001099055,0.001782285,0.001879129,0.0001087202,0.0001626434,0.0007068135,0.00005803826,0.638379,0.2533966,0.005866116,0.09749006,0.00006065831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01442411,0.0006953423,0.9745799,0.0001528299,0.0001384045,0.0001406299,0.00004130367,0.002151338,0.00767612],"genre_scores_gemma":[0.686964,0.0005241302,0.2998057,0.000472788,0.0001420454,0.0002956069,0.0001411316,0.0002064341,0.01144805],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004921525,"threshold_uncertainty_score":0.01646411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238143556264205,"score_gpt":0.2374521341154367,"score_spread":0.2136377784890162,"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."}}