{"id":"W2625022480","doi":"10.1186/s13660-018-1666-2","title":"Analytic center cutting plane methods for variational inequalities over convex bodies","year":2018,"lang":"en","type":"article","venue":"Journal of Inequalities and Applications","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Mathematics; Cutting-plane method; Bounded function; Center (category theory); Regular polygon; Variational inequality; Plane (geometry); Computation; Iterative method; Mathematical analysis; Applied mathematics; Geometry; Mathematical optimization; Algorithm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025845,0.0001063053,0.0002510644,0.0002069808,0.000267757,0.0001928324,0.0002712467,0.00004409533,0.00007577285],"category_scores_gemma":[0.0001773233,0.00008734505,0.000108046,0.0002057495,0.00006892034,0.0004254818,0.00006955384,0.00007157744,0.000002619387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002937218,"about_ca_system_score_gemma":0.00008785215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922277,"about_ca_topic_score_gemma":0.000004561812,"domain_scores_codex":[0.9987648,0.0001208958,0.0006278869,0.0001529208,0.0001910688,0.0001424985],"domain_scores_gemma":[0.9976867,0.0008256682,0.0004888998,0.0001604631,0.000756241,0.00008206979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001313155,0.00006815418,0.001279803,0.00003634064,0.0001667803,1.573935e-7,0.001627739,0.0001841084,0.0001151341,0.9874618,0.001312102,0.007734771],"study_design_scores_gemma":[0.002097582,0.000399767,0.004652583,0.00008428525,0.0002193596,0.00008586254,0.003359021,0.4570048,0.0007830312,0.262648,0.268086,0.0005796855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000487211,0.0001692196,0.9963475,0.002205283,0.0001066231,0.0001100692,0.00004384395,0.00001806252,0.0005122173],"genre_scores_gemma":[0.1793245,0.0001586198,0.8158802,0.002004484,0.001405915,0.00006462711,0.00004156947,0.00001360132,0.00110638],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7248138,"threshold_uncertainty_score":0.3561828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076082436382051,"score_gpt":0.3637464286722749,"score_spread":0.3229856043084544,"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."}}