{"id":"W1976872979","doi":"10.1587/nolta.3.287","title":"DC operating points of transistor circuits","year":2012,"lang":"en","type":"article","venue":"Nonlinear Theory and Its Applications IEICE","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Electronic circuit; Transistor; Nonlinear system; Electronic engineering; Bipolar junction transistor; Field (mathematics); Field-effect transistor; Computer science; Electrical engineering; Engineering; Mathematics; Physics; Voltage; Quantum mechanics; Pure mathematics","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":[0.0009596778,0.00008514748,0.0001317499,0.00003696811,0.0001363552,0.0000228388,0.000301381,0.00004133218,0.00001922714],"category_scores_gemma":[0.00007588305,0.00007250629,0.00003410288,0.0002812861,0.00004196136,0.0002940275,0.00005922108,0.00009376105,0.00002529541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006621062,"about_ca_system_score_gemma":0.00001698054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000128464,"about_ca_topic_score_gemma":6.334616e-8,"domain_scores_codex":[0.9991959,0.0001581066,0.0001904605,0.0001838267,0.0000999234,0.0001718032],"domain_scores_gemma":[0.999122,0.0003654447,0.00006546603,0.000270612,0.00006712912,0.0001093222],"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":[0.000001512708,0.0001311946,0.00002319833,0.00002237198,0.000009187595,1.215231e-7,0.0005430078,0.00000189352,0.01679148,0.635639,0.000004776129,0.3468323],"study_design_scores_gemma":[0.002318496,0.0004758699,0.005925932,0.0001786423,0.00019158,0.0002164834,0.00121171,0.07178638,0.4130388,0.1405467,0.3619854,0.002123917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0128802,0.00109898,0.98335,0.0002276444,0.00006824822,0.0001988263,0.00001206659,0.00004808381,0.002115936],"genre_scores_gemma":[0.4551668,0.00006639555,0.5437542,0.0003961385,0.0002829192,0.0000715512,0.000003398726,0.00001182963,0.0002468425],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4950922,"threshold_uncertainty_score":0.2956721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200192949743793,"score_gpt":0.298938791873764,"score_spread":0.276936862376326,"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."}}