{"id":"W2150597136","doi":"10.1109/sibircon.2008.4602629","title":"QoS-oriented multifunctional wireless MAC for remote, rural, and difficult for access areas","year":2008,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer network; Archipelago; Wireless; Quality of service; Bandwidth (computing); Telecommunications; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004727744,0.0002018769,0.00014378,0.0001817661,0.0003587585,0.0004298274,0.0004537031,0.0002556852,0.0007924047],"category_scores_gemma":[0.000849151,0.00007836104,0.0001015027,0.0001177555,0.0004941151,0.0007495414,0.0006238433,0.0004826406,0.0001725488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690869,"about_ca_system_score_gemma":0.0002983001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003047196,"about_ca_topic_score_gemma":0.000594907,"domain_scores_codex":[0.9998577,0.00004185412,0.000006286066,0.00002976919,0.00004496202,0.00001939884],"domain_scores_gemma":[0.9995783,0.0001130894,0.000067227,0.0001060159,0.00009603429,0.00003937861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002670642,0.0001367256,0.003883796,0.0002123775,0.00003655353,0.0003534209,0.0006325385,0.1093664,0.2569251,0.3311792,0.005528664,0.2914782],"study_design_scores_gemma":[0.0000530043,0.0004251869,0.002981384,0.00003018582,0.00003752833,0.0006098102,0.0002498562,0.8359842,0.02066615,0.1072207,0.03170558,0.00003635991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09226061,0.00077663,0.8959966,0.0008257022,0.0001524029,0.0000408714,0.00002123813,0.0002840795,0.009641835],"genre_scores_gemma":[0.9215357,0.0002913026,0.07530031,0.0001799677,0.0001695531,0.00003417407,0.00001872813,0.00001822384,0.002452061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007924047,"threshold_uncertainty_score":0.002650917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04576777676108148,"score_gpt":0.2759645569880732,"score_spread":0.2301967802269917,"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."}}