{"id":"W2028729909","doi":"10.1016/j.adhoc.2010.09.006","title":"Wireless personal area networks architecture and protocols for multimedia applications","year":2010,"lang":"en","type":"article","venue":"Ad Hoc Networks","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Personal area network; Computer network; Architecture; Wireless; Protocol (science); Physical layer; Wireless network; Multimedia; Data link layer; Layer (electronics); Media access control; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004637092,0.0003501402,0.000360696,0.00006866662,0.0004698219,0.0004053618,0.0009660881,0.0003854933,0.00001952538],"category_scores_gemma":[0.00001413817,0.0003092513,0.0001372528,0.0003964319,0.0001871993,0.000251204,0.0002856104,0.000910604,0.000004225704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001626671,"about_ca_system_score_gemma":0.00007320056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000291657,"about_ca_topic_score_gemma":0.0001063068,"domain_scores_codex":[0.9978207,0.00005792678,0.0003552943,0.0007899391,0.0002279947,0.0007481707],"domain_scores_gemma":[0.9980382,0.0005356251,0.0001989148,0.0007498793,0.0001401922,0.0003371865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000672696,0.0000850779,0.0004676637,0.00003925156,0.0000321592,0.000003555519,0.0002563198,0.01048228,0.00009435616,0.005956343,0.003378322,0.9791374],"study_design_scores_gemma":[0.0008175202,0.000128094,0.0005548463,0.00006028574,0.000009219205,0.00002783426,0.000006123732,0.8234105,0.00001909216,0.001664683,0.1729511,0.0003506884],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.0006256813,0.0003724242,0.9402292,0.0005986201,0.0002401828,0.05749319,0.000008620595,0.0002553158,0.000176739],"genre_scores_gemma":[0.2113201,0.000112324,0.1672996,0.001270268,0.003294214,0.616117,0.00008169154,0.0001038948,0.0004009321],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9787867,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302633603485481,"score_gpt":0.266094290361059,"score_spread":0.2530679543262042,"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."}}