{"id":"W4353115879","doi":"10.4204/eptcs.397.5","title":"Normalizing Resistor Networks","year":2023,"lang":"en","type":"article","venue":"Electronic Proceedings in Theoretical Computer Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Rewriting; Resistor; Electronic circuit; Computer science; Quantum; Topology (electrical circuits); Physics; Electrical engineering; Quantum mechanics; Voltage; Engineering","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":[0.0007143085,0.000441004,0.0004341938,0.0007270115,0.001102847,0.002032544,0.0007938153,0.0007688348,0.01205874],"category_scores_gemma":[0.003103154,0.0002549128,0.0005889994,0.000587769,0.002273757,0.003603341,0.001572669,0.001450402,0.003104804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281551,"about_ca_system_score_gemma":0.000718423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009603249,"about_ca_topic_score_gemma":0.001242919,"domain_scores_codex":[0.9984914,0.0003232435,0.00008304603,0.0005526288,0.0003991178,0.0001505365],"domain_scores_gemma":[0.998798,0.0003114721,0.0001010679,0.0003314313,0.0003667323,0.0000912472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000161129,0.000009930906,0.00006456808,0.00002128677,0.000004094539,0.00006167866,0.0001734871,0.002902949,0.006093888,0.9783572,0.0006707989,0.01162398],"study_design_scores_gemma":[0.000014045,0.00003678937,0.0001009793,0.00001244613,0.00001216343,0.0001591278,0.0001086511,0.0237099,0.01230568,0.9349343,0.0285847,0.00002121216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08467486,0.0004040998,0.7409156,0.0006795247,0.0002598633,0.0001796805,0.0003203618,0.001710759,0.1708553],"genre_scores_gemma":[0.7958491,0.0006872143,0.1154793,0.0004561087,0.0002682604,0.0002789155,0.0005457969,0.0007832359,0.08565196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01205874,"threshold_uncertainty_score":0.04034048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004568360625917888,"score_gpt":0.2249425239763987,"score_spread":0.2203741633504808,"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."}}