{"id":"W2033568910","doi":"10.1109/rws.2007.351827","title":"Internet Multimedia Service Delivery to Rural and Remote Areas Implemente with Digital Television Infrastructure","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Computer science; Digital television; Bandwidth (computing); Throughput; Multimedia; The Internet; Channel (broadcasting); Interactive television; Return channel; Service (business); Computer network; Telecommunications; Wireless; World Wide Web; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0002561214,0.00009334597,0.00009977839,0.0001067406,0.000189744,0.00006823656,0.0003474651,0.00009441314,0.0002513264],"category_scores_gemma":[0.000102522,0.00007202307,0.00001325303,0.0002891018,0.0001243256,0.0001920297,0.0004638625,0.0001359325,0.00003811608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004775388,"about_ca_system_score_gemma":0.00003414568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005173277,"about_ca_topic_score_gemma":0.03209728,"domain_scores_codex":[0.9992204,0.00002394913,0.0001485361,0.0001418024,0.0002051263,0.000260184],"domain_scores_gemma":[0.9992772,0.00014113,0.00004720395,0.0002240348,0.0001274023,0.000183022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007619626,0.000016756,0.05007147,0.000004020414,0.00001744774,0.000003743337,0.01121009,0.000001064726,0.0001283175,0.002557296,0.001168345,0.9347453],"study_design_scores_gemma":[0.002248843,0.0003363244,0.2745763,0.0001505566,0.00002809154,0.00003310466,0.05715752,0.003454739,0.001272202,0.002284063,0.65764,0.0008183157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975065,0.0000404437,0.002641735,0.003564564,0.00004825087,0.0002807928,0.000004420306,0.0001819559,0.01817287],"genre_scores_gemma":[0.9850872,0.00005206189,0.01330667,0.0009750369,0.00003941645,0.000001232074,0.00001365582,0.000007371536,0.0005173284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339269,"threshold_uncertainty_score":0.9855644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361513985455043,"score_gpt":0.2940197220737634,"score_spread":0.280404582219213,"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."}}