{"id":"W1506168292","doi":"10.1023/a:1016125907861","title":"Linear Models of Circuits Based on the Multivalued Components","year":2002,"lang":"en","type":"article","venue":"Automation and Remote Control","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Electronic circuit; Mathematics; Very-large-scale integration; Linearization; Algebraic number; Circuit diagram; Planar; Diagram; Computer science; Algorithm; Arithmetic; Nonlinear system; Electronic engineering; Engineering; Mathematical analysis; Electrical engineering; Embedded system","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":[0.0002390866,0.00007947541,0.0001222658,0.00006087638,0.0001243203,0.0000352489,0.0002244308,0.00003553871,0.000009049621],"category_scores_gemma":[0.00009725926,0.00005274767,0.00004178752,0.0001362209,0.00003231671,0.000132796,0.00001539839,0.00007174903,0.0000134195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008458998,"about_ca_system_score_gemma":0.000007881087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001697274,"about_ca_topic_score_gemma":4.309376e-7,"domain_scores_codex":[0.9992463,0.0001033459,0.0001812991,0.0001535108,0.0001985122,0.000117024],"domain_scores_gemma":[0.9992346,0.0003048828,0.0001102985,0.0002457261,0.00006363775,0.00004088794],"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":[7.813749e-7,0.0001229217,0.0001618739,0.00003176442,0.00002745329,0.00000542907,0.0008029816,0.0257178,0.01005436,0.01635227,0.0001674129,0.946555],"study_design_scores_gemma":[0.0007802679,0.00003182892,0.002118614,0.00005482322,0.00000468127,0.000002353768,0.000004212159,0.9956931,0.0001868755,0.00103106,0.00002991894,0.0000622095],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02324796,0.00006842129,0.9695787,0.00243818,0.00007372382,0.0001980872,0.000002061646,0.0001385532,0.004254317],"genre_scores_gemma":[0.9979265,0.000004387217,0.0009201135,0.001082219,0.00002050126,9.27604e-7,8.212585e-7,0.000004134785,0.00004042892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9746785,"threshold_uncertainty_score":0.2150988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441986689814488,"score_gpt":0.2312712548234125,"score_spread":0.1870725858419637,"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."}}