{"id":"W4408578220","doi":"10.23952/jano.7.2025.1.08","title":"A proximal bundle algorithm for a class of quasilinear variational inequalities of the second kind arising in the viscoplastic laminar flow","year":2025,"lang":"en","type":"article","venue":"Journal of Applied and Numerical Optimization","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viscoplasticity; Laminar flow; Variational inequality; Flow (mathematics); Class (philosophy); Mathematics; Bundle; Calculus (dental); Mathematical analysis; Applied mathematics; Computer science; Mechanics; Physics; Geometry; Artificial intelligence; Materials science; Constitutive equation; Thermodynamics","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":[0.001817129,0.00104216,0.001288246,0.0007647004,0.0007410442,0.001119656,0.001493477,0.002184904,0.005131518],"category_scores_gemma":[0.003192345,0.0006497725,0.001100873,0.0006949406,0.001359309,0.001317837,0.002084655,0.002637968,0.001195153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009338827,"about_ca_system_score_gemma":0.00201655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238236,"about_ca_topic_score_gemma":0.00398064,"domain_scores_codex":[0.9993222,0.0002901595,0.00002912975,0.00009694743,0.0002087168,0.00005278899],"domain_scores_gemma":[0.9989744,0.0005712641,0.00009142168,0.000079782,0.000187473,0.0000956373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009912859,0.0001477044,0.0006159459,0.0002593495,0.00007997662,0.0001868764,0.0002449348,0.7254632,0.007492648,0.1437761,0.003333366,0.1183008],"study_design_scores_gemma":[0.000007699979,0.00003672172,0.00003355056,0.000008038945,0.000003212784,0.00001942546,0.000008283458,0.9893776,0.0003899321,0.008934692,0.00117565,0.000005335832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001369432,0.00005002329,0.9978015,0.00005903895,0.00002093892,0.00003008351,0.000007799353,0.00007011356,0.0005910444],"genre_scores_gemma":[0.08511376,0.0001958302,0.9106935,0.000113609,0.00006791167,0.0003394823,0.00008724165,0.0001816357,0.003207009],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005131518,"threshold_uncertainty_score":0.01716661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175232735455221,"score_gpt":0.2436975454544526,"score_spread":0.2319452180999004,"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."}}