{"id":"W4384575252","doi":"10.23952/asvao.5.2023.2.01","title":"Editorial: A special issue on recent trends in optimization methods and their applications dedicated to Henry Wolkowicz on the occasion of his 75th birthday","year":2023,"lang":"en","type":"editorial","venue":"Applied Set-Valued Analysis and Optimization","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002946016,0.0007229359,0.001444754,0.00310531,0.0003852618,0.0001868366,0.0005198051,0.001023162,0.0004898063],"category_scores_gemma":[0.002696175,0.0005495397,0.000201964,0.008536701,0.0001769992,0.000112858,0.0002838497,0.0009872576,0.00001302476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003920411,"about_ca_system_score_gemma":0.0001532904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005471229,"about_ca_topic_score_gemma":0.00008134426,"domain_scores_codex":[0.9945889,0.0007185137,0.001403339,0.001309639,0.001445336,0.0005343013],"domain_scores_gemma":[0.9925973,0.004318961,0.0009441807,0.001041804,0.0008365698,0.0002611924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002056817,0.0001553443,9.754041e-7,0.00004889024,0.0003552882,3.888099e-7,0.0005418517,0.6052746,0.00001107999,0.0006448528,0.373747,0.01901406],"study_design_scores_gemma":[0.001402217,0.0002102054,0.00000544592,0.0001349516,0.0008861338,2.012239e-7,0.0006406368,0.7275161,0.0002063149,0.001345649,0.2668476,0.0008045174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.000005561002,0.00005618464,0.8666328,0.0005207657,0.1298512,0.00161219,0.000396945,0.0001630144,0.0007613978],"genre_scores_gemma":[0.0000246673,0.004020092,0.3580653,0.00007831804,0.630356,0.001192983,0.005107197,0.0002838479,0.0008716755],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5085675,"threshold_uncertainty_score":0.9996956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369340219235849,"score_gpt":0.3860824393959177,"score_spread":0.3523890372035592,"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."}}