{"id":"W4403182828","doi":"10.1109/mcom.003.2400261","title":"Enabling Broadband Internet Access in Remote and Rural Communities Using HAP-Based Multi-Hop FSO/RF Transmissions","year":2024,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Satellite Communication Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Broadband; Internet access; Computer network; Telecommunications; Broadband networks; The Internet; Hop (telecommunications); World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001029474,0.0002956012,0.0001633806,0.000273671,0.0003671252,0.0003142018,0.0004242874,0.0003531217,0.00136769],"category_scores_gemma":[0.0001545848,0.00009068731,0.0001519239,0.0001573624,0.0001951052,0.0006308774,0.0007046644,0.0002709952,0.0003253018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000990722,"about_ca_system_score_gemma":0.0001418973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006572655,"about_ca_topic_score_gemma":0.001580537,"domain_scores_codex":[0.9999145,0.00001540724,0.000002414158,0.00001700946,0.00002654957,0.00002409366],"domain_scores_gemma":[0.9999254,0.00001658225,0.00001164213,0.00001346688,0.00002088513,0.00001198773],"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":[0.0003270242,0.0002849278,0.005158301,0.0002232128,0.00006737517,0.001508183,0.0003655672,0.03569088,0.4184342,0.009442931,0.002888006,0.5256094],"study_design_scores_gemma":[0.0001326143,0.002114011,0.01462408,0.0000831383,0.0001457833,0.002873323,0.00105537,0.7619756,0.1686361,0.008125487,0.04010918,0.0001253934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4805563,0.0007540795,0.5010749,0.0003542293,0.0001331559,0.000115422,0.00006150277,0.00111315,0.01583732],"genre_scores_gemma":[0.934617,0.0002078527,0.06198514,0.00008406679,0.00004484631,0.00003264375,0.00004361519,0.00001328337,0.002971581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00136769,"threshold_uncertainty_score":0.004575372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063132907280585,"score_gpt":0.3408256176055022,"score_spread":0.2345123268774437,"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."}}