{"id":"W4247884247","doi":"10.23952/jano.1.2019.3.01","title":"A special issue dedicated to Christiane Tammer","year":2019,"lang":"en","type":"article","venue":"Journal of Applied and Numerical Optimization","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[0.001484561,0.001939207,0.002048093,0.002221479,0.001785739,0.005273529,0.001559143,0.004093933,0.1447105],"category_scores_gemma":[0.0065798,0.0005260317,0.001011255,0.000989683,0.0009769873,0.003483812,0.00263336,0.004387708,0.1062431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650045,"about_ca_system_score_gemma":0.001877988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00055331,"about_ca_topic_score_gemma":0.0007891843,"domain_scores_codex":[0.9983852,0.000221163,0.0001267543,0.0004794332,0.0006193763,0.0001680808],"domain_scores_gemma":[0.9945195,0.001313667,0.0004267679,0.0003053785,0.001749948,0.001684669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003044662,0.00001577873,0.00005565226,0.0001701075,0.000006498157,0.00006077446,0.00001591013,0.00003958095,0.0002483561,0.001060987,0.9807226,0.01757332],"study_design_scores_gemma":[0.000008192734,0.00002193016,0.0001917031,0.0001076463,0.000006937988,0.0002095553,0.00001817155,0.00007070789,0.0001326631,0.001003012,0.9982223,0.000007157001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003311846,0.02066229,0.001006799,0.03749036,0.9154418,0.0000675932,0.0004658303,0.0002385501,0.02429565],"genre_scores_gemma":[0.002875741,0.01828983,0.0005390035,0.01462503,0.7999735,0.0000899122,0.0006706203,0.0003781357,0.1625582],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1447105,"threshold_uncertainty_score":0.4841048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004380773534918199,"score_gpt":0.2113489331507751,"score_spread":0.2069681596158569,"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."}}