{"id":"W1849841112","doi":"10.1109/iscas.1999.780152","title":"Simple implementations of homotopy algorithms for finding DC solutions of nonlinear circuits","year":2003,"lang":"en","type":"article","venue":"","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Simple (philosophy); Nonlinear system; Electronic circuit; Implementation; Homotopy; Algorithm; Computer science; Homotopy perturbation method; Homotopy analysis method; Mathematics; Electrical engineering; Engineering; Physics; 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":[0.0004850481,0.00008874908,0.0002035956,0.00009667505,0.0001315271,0.00002110469,0.0003214163,0.00003087398,0.00006637982],"category_scores_gemma":[0.000169894,0.00007924379,0.000120816,0.0005056913,0.00004390945,0.0001822576,0.0000659249,0.00004544175,0.000002146305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001593172,"about_ca_system_score_gemma":0.00008224844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004700246,"about_ca_topic_score_gemma":0.000004381026,"domain_scores_codex":[0.9989018,0.00006486442,0.0003749154,0.0002152376,0.000162575,0.0002806272],"domain_scores_gemma":[0.998957,0.0003719474,0.000140208,0.0002959167,0.0001636556,0.00007127757],"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":[0.000001066493,0.0003430801,0.0007110086,0.00005376106,0.00006129462,8.31116e-7,0.0004036592,0.0001052664,0.02008294,0.6707276,0.000578896,0.3069306],"study_design_scores_gemma":[0.002753977,0.001119558,0.002909962,0.000039718,0.0000714395,0.00001950961,0.0009001979,0.3413659,0.3894163,0.2282677,0.03238083,0.0007549542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001231955,0.00003269848,0.9970758,0.000122609,0.0001663726,0.0002637034,0.00006653908,0.00003264359,0.00100771],"genre_scores_gemma":[0.05380592,0.000005282672,0.9459429,0.00005769818,0.00002533987,0.00003135078,0.000006067412,0.000006688874,0.000118694],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.44246,"threshold_uncertainty_score":0.3231468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09759831568290088,"score_gpt":0.3766493795452174,"score_spread":0.2790510638623165,"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."}}