{"id":"W2067184091","doi":"10.1049/ip-cds:20000237","title":"Sensitivity study and improvements on a nonlinear resistive-type neuron circuit","year":2000,"lang":"en","type":"article","venue":"IEE Proceedings - Circuits Devices and Systems","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"NMOS logic; PMOS logic; Resistor; Nonlinear system; Very-large-scale integration; CMOS; Computer science; Sensitivity (control systems); Electronic engineering; Interconnection; Multiplier (economics); Transistor; Topology (electrical circuits); Electrical engineering; Engineering; Physics; Voltage; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003962006,0.0002233184,0.0002758741,0.00006825376,0.0003486238,0.0006800117,0.0002421898,0.00006056295,0.000002286078],"category_scores_gemma":[0.00001232891,0.0001926919,0.00002542556,0.0003815436,0.00003762119,0.0004248134,0.00007944952,0.0001674053,0.00001819565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000209335,"about_ca_system_score_gemma":0.00001586027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001255212,"about_ca_topic_score_gemma":0.00001414699,"domain_scores_codex":[0.9983156,0.00003210231,0.0002919621,0.000744014,0.0003044493,0.0003118218],"domain_scores_gemma":[0.9992818,0.00007997769,0.0001327884,0.000208935,0.0001353125,0.0001611905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007529774,0.001781059,0.1478374,0.0009637168,0.0002694128,0.0001348731,0.007152826,0.0001148209,0.01638693,0.02670962,0.001622713,0.7969513],"study_design_scores_gemma":[0.004178287,0.005736336,0.5758701,0.0007701924,0.0001715532,0.0004741051,0.0019297,0.3625496,0.0004050995,0.0009605119,0.04474591,0.002208601],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949136,0.0002425944,0.0001187022,0.0001272246,0.0001913804,0.0008749908,0.000005262811,0.0001371746,0.003389019],"genre_scores_gemma":[0.998971,0.0000505739,0.00002085619,0.0002796882,0.0002862971,0.00004506508,0.000001131256,0.00001575485,0.0003295866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7947427,"threshold_uncertainty_score":0.7857747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812295912722586,"score_gpt":0.2534808239073338,"score_spread":0.2253578647801079,"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."}}