{"id":"W2167694609","doi":"","title":"Electric and electronic circuit analysis with millman theorem","year":2005,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"","keywords":"Thévenin's theorem; Electronic circuit; Network analysis; Computer science; Nodal analysis; Superposition principle; Electrical engineering; Electronics; Ohm; Voltage; Electronic engineering; Equivalent circuit; Engineering; Mathematics; Mathematical analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002577592,0.0003575456,0.00036114,0.0007316356,0.0001168417,0.0001067028,0.0002617724,0.000163737,0.00004193874],"category_scores_gemma":[0.00001982567,0.0003535325,0.0001091119,0.001345738,0.00004082768,0.0002526964,0.00004503789,0.0005458748,0.00001235658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006949763,"about_ca_system_score_gemma":0.00003882039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270071,"about_ca_topic_score_gemma":0.0008020638,"domain_scores_codex":[0.9982366,0.00003543436,0.0002711785,0.0003422351,0.0002396964,0.0008748503],"domain_scores_gemma":[0.9991537,0.00005874091,0.00005017799,0.0004948989,0.00002864809,0.0002138322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003451386,0.00007580545,0.02743967,0.00004293913,0.001013128,0.00002561961,0.0005104305,0.818504,0.09866209,0.03098511,0.0001899731,0.02251675],"study_design_scores_gemma":[0.000408852,0.0001605524,0.02384468,0.00002211151,0.0002623943,0.0001263614,0.00005713658,0.9206932,0.04951319,0.0002585504,0.003985753,0.0006672043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608465,0.006286291,0.4287376,0.0001587802,0.00001890979,0.000285502,0.000004194223,0.001759416,0.001902763],"genre_scores_gemma":[0.9825248,0.0004352512,0.01623105,0.0001794592,0.00009334982,0.0001927823,0.00001348162,0.0001191027,0.0002107968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216782,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003246167886719896,"score_gpt":0.1842344631585249,"score_spread":0.180988295271805,"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."}}