{"id":"W4384568990","doi":"10.23952/jnva.7.2023.2.03","title":"On the strong convergence of a perturbed algorithm to the unique solution of a variational inequality problem","year":2023,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Faisal University","keywords":"Variational inequality; Convergence (economics); Inequality; Mathematics; Applied mathematics; Algorithm; Mathematical optimization; Mathematical analysis; Economics","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":[0.002523003,0.00008040848,0.0003069967,0.0002469567,0.00009453057,0.00001622033,0.0001594648,0.00004013453,0.0001620262],"category_scores_gemma":[0.001419901,0.00004226836,0.0002286114,0.001320923,0.00003449687,0.00005735151,0.00004380861,0.0001273143,0.000001495764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002311596,"about_ca_system_score_gemma":0.000100558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006405741,"about_ca_topic_score_gemma":0.00001413025,"domain_scores_codex":[0.9982482,0.0003790997,0.0006645053,0.00008899213,0.0005327273,0.00008648584],"domain_scores_gemma":[0.9961652,0.002427951,0.0006296685,0.000130009,0.0006004035,0.00004682127],"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":[0.000267707,0.0009244777,0.002121605,0.00008429668,0.004661225,0.000001674022,0.002946381,0.02295876,0.001791134,0.9501333,0.001116507,0.01299289],"study_design_scores_gemma":[0.0002705335,0.0002154398,0.03905374,0.00003074882,0.0008977785,0.000002077757,0.000177775,0.7984539,0.0001754518,0.1604893,0.0001546079,0.00007862896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06179156,0.0000103019,0.9329637,0.004917836,0.00004948952,0.0001134358,0.0001102859,0.000004089356,0.00003924074],"genre_scores_gemma":[0.7285172,0.00002502501,0.2710391,0.000111202,0.0001575273,0.000008028864,0.00002650203,0.000006970077,0.0001085383],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.789644,"threshold_uncertainty_score":0.1774073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07698260604804565,"score_gpt":0.3681150040503141,"score_spread":0.2911323980022685,"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."}}