{"id":"W4255714343","doi":"10.1109/mwscas.2000.951607","title":"Limitations of criteria for testing transistor circuits for multiple DC operating points","year":2002,"lang":"en","type":"article","venue":"","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resistor; Transistor; Jacobian matrix and determinant; Electronic circuit; Equivalent circuit; Computer science; Control theory (sociology); Value (mathematics); Topology (electrical circuits); Mathematics; Electronic engineering; Electrical engineering; Engineering; Statistics; Voltage; Control (management); Applied 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01833362,0.001353081,0.001953953,0.00359266,0.001039716,0.002872523,0.003496339,0.002232336,0.003057676],"category_scores_gemma":[0.1753913,0.0006986491,0.0009248141,0.002162245,0.004033317,0.00353288,0.002573872,0.00201405,0.001493617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110042,"about_ca_system_score_gemma":0.001646839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778496,"about_ca_topic_score_gemma":0.002160653,"domain_scores_codex":[0.9645537,0.01077376,0.00363794,0.003345449,0.0165833,0.001105827],"domain_scores_gemma":[0.6869816,0.2353917,0.01271663,0.02452133,0.03767717,0.002711529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001104753,0.0005622593,0.04230321,0.001331065,0.000244904,0.001250695,0.001246238,0.1909191,0.05145288,0.2349148,0.005810244,0.4688599],"study_design_scores_gemma":[0.0001975071,0.001185611,0.006489169,0.0004253757,0.00007413008,0.002645434,0.0004651189,0.7367003,0.05451977,0.186439,0.01057967,0.0002789873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08963805,0.0008857856,0.8945335,0.0009758414,0.0001131292,0.0004464033,0.0002707575,0.00153873,0.01159779],"genre_scores_gemma":[0.7330964,0.0002915387,0.2638159,0.0003039825,0.0000806612,0.000444395,0.0002797802,0.0002714441,0.001416003],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01833362,"threshold_uncertainty_score":0.09695858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3127201755182746,"score_gpt":0.3389295590777967,"score_spread":0.02620938355952207,"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."}}