{"id":"W4313478262","doi":"10.1109/msp.2022.3218478","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"IEEE Signal Processing Magazine","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto Superior Técnico; Università di Bologna; Universidade de Lisboa; Institut Polytechnique de Paris; Kungliga Tekniska Högskolan; Queen's University; Sharif University of Technology; Microsoft Research; Universidade Estadual Paulista; National Science Foundation; Bar-Ilan University; Yonsei University; Durham University; Université de Nantes; Queen's University Belfast; Imperial College London; Deutsches Zentrum für Luft- und Raumfahrt; Télécom Paris; McGill University; University of Pittsburgh; Emory University; Tsinghua University; Chalmers Tekniska Högskola; Microsoft","keywords":"Computer science; Table (database); Data mining","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007736812,0.001239192,0.0009877166,0.003027708,0.001239764,0.004461714,0.001709126,0.001611602,0.8528956],"category_scores_gemma":[0.007752279,0.0004263867,0.0006256105,0.003223768,0.0004820477,0.003474307,0.002238522,0.001633031,0.7891759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009804864,"about_ca_system_score_gemma":0.001839964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424824,"about_ca_topic_score_gemma":0.002172017,"domain_scores_codex":[0.9993907,0.0000747958,0.00004478656,0.0001457389,0.0002865377,0.00005738459],"domain_scores_gemma":[0.9971711,0.0006505354,0.0001464387,0.0005285977,0.001032045,0.0004712919],"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":[0.00003820503,0.00004330729,0.0001928566,0.0003562081,0.000007363928,0.00004204711,0.00002063013,0.0001938201,0.0004805437,0.00502452,0.8993718,0.09422874],"study_design_scores_gemma":[0.000006356687,0.00001524404,0.000182772,0.0001180291,0.000004930879,0.00006171966,0.0000168454,0.0001074759,0.0001869241,0.003212134,0.9960808,0.000006822807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007613532,0.004663663,0.01211156,0.004096539,0.009678016,0.0007182981,0.0472259,0.006908419,0.9138362],"genre_scores_gemma":[0.008643638,0.006905506,0.01149056,0.004805554,0.005057952,0.0006437894,0.04951903,0.004732088,0.9082019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1471044,"threshold_uncertainty_score":0.2098266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230191488527482,"score_gpt":0.2730083503590787,"score_spread":0.2407064354738039,"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."}}