{"id":"W197421507","doi":"","title":"On the voltage-current transferring in topological graph theory.","year":2005,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Current (fluid); Topology (electrical circuits); Voltage; Graph; Discrete mathematics; Electrical engineering; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008072809,0.0001418455,0.0001880037,0.0002060116,0.0001336663,0.00009154019,0.001302176,0.00005982136,0.0002118668],"category_scores_gemma":[0.0002699717,0.00007997015,0.0001210099,0.001507907,0.00009459422,0.00019314,0.0001753003,0.0003306831,0.0001579044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003912398,"about_ca_system_score_gemma":0.0000127754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001698978,"about_ca_topic_score_gemma":0.00001161451,"domain_scores_codex":[0.9986022,0.000179807,0.0002333292,0.0003762561,0.0002804705,0.0003279563],"domain_scores_gemma":[0.9985176,0.0007987805,0.00003628582,0.0005459456,0.00002357106,0.00007780376],"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":[0.000005606605,0.0002096641,0.0004834634,9.898472e-7,0.000008305323,0.00000647967,0.00009952663,0.0000430012,0.000009963117,0.9523391,0.0003938798,0.04640001],"study_design_scores_gemma":[0.0003012628,0.0001006492,0.007450636,0.00000777304,0.000005699911,0.000001606085,0.00002061846,0.001038934,0.000188362,0.9861126,0.004639109,0.0001327285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555069,0.0007057905,0.03014462,0.00792259,0.001077269,0.0002186333,0.000005121128,0.0001690562,0.004249983],"genre_scores_gemma":[0.9990212,0.00005870435,0.0001542372,0.0006522799,0.00001045699,0.00002057882,0.000001664745,0.000003157341,0.00007766631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04626729,"threshold_uncertainty_score":0.3261088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913395857032517,"score_gpt":0.2518688174165719,"score_spread":0.2327348588462467,"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."}}