{"id":"W4388204491","doi":"10.1145/3616388","title":"Proceedings of the Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wireless; Computer science; Library science; Telecommunications; Visibility; Operations research; Engineering; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599181,0.0001674188,0.0005030346,0.0004206262,0.0000987331,0.0002042587,0.001995574,0.0001590262,0.000009695909],"category_scores_gemma":[0.00005774165,0.0001181423,0.00007149859,0.001684458,0.0001267371,0.000167951,0.002002479,0.0003318807,0.00000981609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094082,"about_ca_system_score_gemma":0.00008356078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003038516,"about_ca_topic_score_gemma":0.00002033539,"domain_scores_codex":[0.9983136,0.00008312889,0.0004709926,0.0004026315,0.0005613674,0.0001682737],"domain_scores_gemma":[0.9973632,0.000488325,0.0003679555,0.000981778,0.0007461703,0.00005254113],"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":[0.000005608411,0.00001848046,0.0000856457,0.0002791733,0.0001536618,4.684775e-8,0.0004652992,0.9924176,0.00009015209,0.003879626,0.0008156984,0.001788998],"study_design_scores_gemma":[0.00008164257,0.00003847145,0.00008240141,0.0003057951,0.00003583673,3.238236e-7,0.0001580758,0.9989179,0.00009665352,0.0001255248,0.00005055034,0.0001068529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5911689,0.002311574,0.3765218,0.0005874351,0.0005708244,0.00280464,0.00006011595,0.0001526321,0.02582209],"genre_scores_gemma":[0.9923078,0.001946495,0.0005764851,0.000005493499,0.0000193822,0.00006105007,0.000007739556,0.0000129941,0.005062509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.401139,"threshold_uncertainty_score":0.4817702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07405204889504391,"score_gpt":0.3391753419364899,"score_spread":0.265123293041446,"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."}}