{"id":"W4393028354","doi":"10.1109/gcwkshps58843.2023.10465071","title":"Program at a Glance","year":2023,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Technology Rourkela; Kungliga Tekniska Högskolan; Universitat de València; Università degli Studi di Padova; Daegu Gyeongbuk Institute of Science and Technology; Aalborg Universitet; University of Bern; Euskal Herriko Unibertsitatea; Beijing University of Posts and Telecommunications; Sungkyunkwan University; University of Toronto; Yonsei University; Birla Institute of Technology and Science, Pilani; University of New South Wales","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005221484,0.00003281533,0.0000394326,0.00002627053,0.00001551557,0.00001049873,0.000107071,0.00001762278,0.00007393982],"category_scores_gemma":[0.000004376606,0.00003044846,0.0000128231,0.0002333319,0.000005548873,0.00002186406,0.00003453168,0.00002420898,0.004371757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002437523,"about_ca_system_score_gemma":0.00000107571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002780011,"about_ca_topic_score_gemma":0.00001206731,"domain_scores_codex":[0.9997537,0.000006021847,0.00006619241,0.00003850584,0.00004785654,0.00008772463],"domain_scores_gemma":[0.9996672,0.00002409983,0.000003714546,0.0002771384,0.000007715151,0.00002018595],"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":[0.000005512029,0.00003941777,0.04423127,0.0003528445,0.0001057547,0.00001638517,0.002413042,0.00510112,0.02412867,0.003959542,0.2121657,0.7074807],"study_design_scores_gemma":[0.00005283716,0.000003422216,0.00751513,0.000006038604,4.812007e-7,0.000002338237,0.00003174919,0.03404964,0.001540464,0.00002286534,0.9567171,0.00005797766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4241404,0.001797144,0.0002320546,0.0002311893,0.0004865822,0.0004866417,0.000002737493,0.01725953,0.5553637],"genre_scores_gemma":[0.9906653,0.0003001764,0.0009828494,0.00001519762,0.0000274774,0.0001056763,0.0000115397,0.0000166852,0.007875098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7445514,"threshold_uncertainty_score":0.9964035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437629735738643,"score_gpt":0.2748152980232582,"score_spread":0.2404390006658718,"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."}}