{"id":"W78680835","doi":"","title":"On Quadrangulations of Closed Surfaces Covered by Vertices of Degree 3","year":2002,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Degree (music); Combinatorics; Physics","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":[0.00003995639,0.0001005175,0.0002345805,0.00005968461,0.00001946044,0.000003805955,0.0001381808,0.00005251304,0.0001542914],"category_scores_gemma":[0.00005876094,0.00009902866,0.00006465232,0.0003009197,0.00004613396,0.00009100043,0.00001296548,0.00007213067,0.00001185816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002742298,"about_ca_system_score_gemma":0.000001646388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002386769,"about_ca_topic_score_gemma":0.000002291842,"domain_scores_codex":[0.999342,0.00001963974,0.0002532112,0.00009749382,0.0001734936,0.0001141207],"domain_scores_gemma":[0.9994596,0.0001645506,0.00006825075,0.0002256516,0.00004682247,0.0000351322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009452885,0.001952609,0.01104044,0.0004869866,0.0009400343,0.000007348974,0.001503813,0.05783852,0.4447154,0.3930558,0.05591929,0.03244521],"study_design_scores_gemma":[0.001232725,0.0004053249,0.006385963,0.00008053592,0.0001071307,5.002823e-7,0.00004705612,0.09333485,0.589581,0.3068774,0.001470012,0.0004775907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942452,0.0005389235,0.0006537267,0.0000227656,0.0001110965,0.00008350948,0.00001853578,0.0001691913,0.004157101],"genre_scores_gemma":[0.9990733,0.00007656811,0.0007603631,0.000007235801,0.000001003919,0.000005310996,0.000006092465,0.00001682136,0.00005332736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448656,"threshold_uncertainty_score":0.4038272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481721874280449,"score_gpt":0.2286459865521971,"score_spread":0.2138287678093926,"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."}}