{"id":"W1894768830","doi":"10.1109/iscc.1997.616061","title":"Access protocol for broadband multimedia centralized wireless local area networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer network; Computer science; Local area network; Wireless broadband; Broadband networks; Wi-Fi; Wireless LAN controller; Wireless network; Wireless; Broadband; Wi-Fi array; Protocol (science); Multimedia; Municipal wireless network; Wireless WAN; Telecommunications","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":[0.0003928362,0.000224036,0.0002700058,0.0001108189,0.0002779263,0.0006834047,0.004125985,0.000154222,0.0005119936],"category_scores_gemma":[0.00003639767,0.0001877819,0.0001159103,0.0006280952,0.0001721264,0.0009172849,0.001031887,0.0003129712,0.00004465469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000877865,"about_ca_system_score_gemma":0.00004289885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004177307,"about_ca_topic_score_gemma":0.00005636342,"domain_scores_codex":[0.9976254,0.0001930629,0.0004153599,0.000521549,0.000453301,0.0007913587],"domain_scores_gemma":[0.9972238,0.0006097994,0.0001228773,0.001502245,0.0002482788,0.0002930336],"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":[0.00009744808,0.0005944556,0.001066933,0.00006924432,0.00005079083,0.000008200831,0.0002576054,0.02642344,0.00003709344,0.01216968,0.1497538,0.8094713],"study_design_scores_gemma":[0.002333491,0.00005269184,0.0002936783,0.00003822338,0.000001708424,0.000004466448,0.000005916892,0.9525385,0.0004195614,0.0001974963,0.04387855,0.0002357326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.0000411845,0.00002135613,0.9115415,0.001546131,0.00008747802,0.08301903,0.000001247964,0.0003289548,0.003413124],"genre_scores_gemma":[0.2620009,0.00005194324,0.06777426,0.0008533489,0.0002710894,0.6651366,0.00001437812,0.00006134956,0.003836131],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.926115,"threshold_uncertainty_score":0.7667176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026509104268259,"score_gpt":0.3606182803373881,"score_spread":0.2579673699105621,"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."}}