{"id":"W625626078","doi":"","title":"WMuNeP '05 : proceedings of the First ACM International Workshop on Wireless Multimedia Networking and Performance Modeling : October 13, 2005, Montreal, Quebec, Canada","year":2005,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wireless; Telecommunications; Library science; Multimedia; Computer science; Media studies; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002346778,0.0006863162,0.0006435778,0.00009044295,0.0001765529,0.0001230046,0.001886501,0.0005437833,0.0000155352],"category_scores_gemma":[0.00006702487,0.0006215344,0.0001387401,0.00003099751,0.0001424195,0.0001749306,0.001013726,0.001332047,9.201029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009033593,"about_ca_system_score_gemma":0.0002596648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08213942,"about_ca_topic_score_gemma":0.793039,"domain_scores_codex":[0.997215,0.00001332234,0.0007234869,0.0005977583,0.0007639871,0.0006864797],"domain_scores_gemma":[0.9981135,0.0002904196,0.0002881289,0.0009660135,0.0001920247,0.0001499777],"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":[0.0004493949,0.00008843034,0.0009719204,0.001993831,0.0011475,0.0000187429,0.004373557,0.4375983,0.00002798147,0.0002475146,0.3684216,0.1846611],"study_design_scores_gemma":[0.0008006256,0.00001102427,0.0004590792,0.00242879,0.0001486277,0.000008787905,0.00002510275,0.7512715,0.0001359646,0.0001476271,0.2437957,0.000767119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3400574,0.01569832,0.0001392482,0.0007699425,0.01639298,0.005485733,0.0003427607,0.001072028,0.6200415],"genre_scores_gemma":[0.7017737,0.002466335,0.000241431,0.0003050552,0.005226457,0.0002949583,0.00008026201,0.0004013362,0.2892104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7108996,"threshold_uncertainty_score":0.9996236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360408037748118,"score_gpt":0.1963595288782765,"score_spread":0.1827554485007953,"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."}}