{"id":"W4288388726","doi":"10.1109/spawc51304.2022.9834011","title":"SPAWC 2022 Cover Page","year":2022,"lang":"en","type":"article","venue":"2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Army Combat Capabilities Development Command; National Technical University of Athens; Army Research Laboratory; Nazarbayev University; Southeast University; Singapore University of Technology and Design; Technische Universität Berlin; Institute for Infocomm Research; National Tsing Hua University; Technische Universität Braunschweig; Universidad de Cantabria; Technische Universität Wien; Kungliga Tekniska Högskolan; Technische Universiteit Delft; Queen's University; Keio University; İslam Tarih, Sanat ve Kültür Araştırma Merkezi; Universitat Pompeu Fabra; Università degli Studi di Perugia; Universität Siegen; New Mexico State University; Norges Teknisk-Naturvitenskapelige Universitet; Temple University; Universidad de Granada; National and Kapodistrian University of Athens; Chinese Academy of Sciences; Athens University of Economics and Business; North Carolina State University; Université du Luxembourg; University of Cyprus; Linköpings Universitet; Queen's University Belfast; Shanghai Advanced Research Institute, Chinese Academy of Sciences; University of New South Wales; University of Alberta; Technische Universität München; Qualcomm; Indian Institute of Science; University of Minnesota; Beihang University; DEVCOM Army Research Laboratory; University of Pennsylvania","keywords":"Cover (algebra); Computer science; Information retrieval; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007619386,0.000475951,0.0006513549,0.001234806,0.001568997,0.001639467,0.01115109,0.0002077025,0.00529756],"category_scores_gemma":[0.001594163,0.0004589871,0.0002243681,0.003409158,0.0003880037,0.00505536,0.00219088,0.003245421,0.000244291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009191854,"about_ca_system_score_gemma":0.0003359114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004171343,"about_ca_topic_score_gemma":0.00005579416,"domain_scores_codex":[0.9895114,0.001523661,0.001858277,0.001319662,0.005144581,0.0006424569],"domain_scores_gemma":[0.9922997,0.003725316,0.001589373,0.001544809,0.0006390717,0.0002017133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009411263,0.000925199,0.008604869,0.00002364995,0.00005903844,0.0000419258,0.002124113,0.2016804,0.0008528982,0.01084949,0.06179983,0.7120975],"study_design_scores_gemma":[0.002050554,0.0001299427,0.001365746,0.0004279946,0.00002161958,0.00005551118,0.008357409,0.2761877,0.0009771164,0.04384216,0.6653554,0.001228864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3675871,0.04285765,0.1222634,0.07040008,0.01414836,0.003112129,0.0009622781,0.001246848,0.3774222],"genre_scores_gemma":[0.9790742,0.001857886,0.0006325543,0.003224384,0.0003058026,0.0004381162,0.0002551642,0.00006899446,0.0141429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7108686,"threshold_uncertainty_score":0.9997862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465305633646281,"score_gpt":0.3926268846728579,"score_spread":0.3379738283363951,"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."}}