{"id":"W1534949176","doi":"10.1515/ans-2011-0206","title":"Homogenization of Maximal Monotone Vector Fields via Selfdual Variational Calculus","year":2011,"lang":"en","type":"preprint","venue":"Advanced Nonlinear Studies","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Consejo Nacional de Ciencia y Tecnología","keywords":"Homogenization (climate); Monotone polygon; Mathematics; Regular polygon; Applied mathematics; Calculus of variations; Mathematical analysis; Pure mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009188162,0.0002977934,0.0004878369,0.0007850878,0.0003808654,0.000957204,0.0005448719,0.0005698031,0.001163386],"category_scores_gemma":[0.001306723,0.0002799111,0.0005384052,0.0001942191,0.001460842,0.001100492,0.001317331,0.0006152361,0.0001170246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043023,"about_ca_system_score_gemma":0.0006170786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006876952,"about_ca_topic_score_gemma":0.0005085521,"domain_scores_codex":[0.9996797,0.0001151221,0.00001426429,0.00004926508,0.00009735055,0.00004424111],"domain_scores_gemma":[0.9996817,0.00007743763,0.00006142459,0.000036858,0.00007964244,0.00006306156],"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":[0.00001542479,0.00002375389,0.000369978,0.00003057708,0.00001789652,0.0001124099,0.0001321315,0.0579314,0.01036512,0.9270973,0.0004025248,0.003501455],"study_design_scores_gemma":[0.00001314935,0.00003908512,0.000252748,0.00001103444,0.000006477291,0.00009307337,0.00005867842,0.6526915,0.00178282,0.3435022,0.001536969,0.00001234347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3322068,0.0003495668,0.650596,0.0006233198,0.00008524221,0.00005762394,0.00004699165,0.0001097207,0.01592471],"genre_scores_gemma":[0.9598461,0.0002449092,0.03253628,0.0001237518,0.00007190628,0.00005833002,0.00004643486,0.00008532944,0.006986982],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001163386,"threshold_uncertainty_score":0.007567704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646400504515374,"score_gpt":0.294761696109789,"score_spread":0.2582976910646353,"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."}}