{"id":"W4206241542","doi":"10.23952/jnva.5.2021.3.06","title":"Mathematical justification of a generalized equilibrium problem","year":2021,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematical economics; Mathematics; Applied mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009818419,0.0003581403,0.0003787182,0.0008720505,0.0008342488,0.001457971,0.001063366,0.001953788,0.009099923],"category_scores_gemma":[0.001774265,0.0001906724,0.0006853992,0.0004997263,0.002565846,0.00197194,0.002048691,0.001792728,0.0007122624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166541,"about_ca_system_score_gemma":0.0008499427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276933,"about_ca_topic_score_gemma":0.00107147,"domain_scores_codex":[0.9995077,0.0001948843,0.00002822226,0.00009366295,0.0001237763,0.00005169901],"domain_scores_gemma":[0.9995686,0.0001783784,0.00004390794,0.00005065595,0.0001198399,0.00003857768],"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":[0.000001157063,0.000001729682,0.00001288393,0.000008047019,0.00000125316,0.00002212989,0.00001746752,0.001134155,0.00007858755,0.9976078,0.000458325,0.0006564257],"study_design_scores_gemma":[0.000008194824,0.000007514037,0.0000605969,0.00002017778,0.000001841301,0.00005298604,0.00002925838,0.01552764,0.00007653266,0.9726907,0.01152016,0.000004313026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04682397,0.00346212,0.6378311,0.0242051,0.001100304,0.0001129921,0.0005284314,0.000147842,0.2857881],"genre_scores_gemma":[0.8218235,0.002540673,0.1138543,0.003042966,0.0008972419,0.0004717843,0.0003238814,0.0001097327,0.05693599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009099923,"threshold_uncertainty_score":0.0304423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769290265696096,"score_gpt":0.2300364941159191,"score_spread":0.2123435914589582,"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."}}