{"id":"W3174697703","doi":"10.1631/fitee.2000445","title":"Forward link outage performance of aeronautical broadband satellite communications","year":2021,"lang":"en","type":"article","venue":"Frontiers of Information Technology & Electronic Engineering","topic":"Satellite Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Beamforming; Communications satellite; Fading; Bandwidth (computing); Rician fading; Link budget; Broadband; Electronic engineering; Communications system; Computer network; Telecommunications; Satellite; Wireless; Engineering; Channel (broadcasting)","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":[0.000246687,0.0001840846,0.0003775137,0.0005521124,0.00004538498,0.00001482464,0.0007593911,0.0003012147,0.00000662704],"category_scores_gemma":[0.00009974443,0.0002201913,0.00008456581,0.0008854737,0.0001212615,0.0005370613,0.0001509084,0.0005518437,0.00001243402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933111,"about_ca_system_score_gemma":0.00009452484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001485797,"about_ca_topic_score_gemma":0.000002230259,"domain_scores_codex":[0.9984819,0.00001655793,0.0008386769,0.0000902458,0.000193741,0.0003788391],"domain_scores_gemma":[0.9982192,0.00004808151,0.0001583381,0.001271784,0.000258561,0.00004403384],"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":[0.00007482081,0.0001955131,0.0252623,0.00332876,0.001851268,0.000002569636,0.003837878,0.1131509,0.06105279,0.136701,0.001403719,0.6531385],"study_design_scores_gemma":[0.0009624458,0.0001340367,0.001481319,0.0002253523,0.00006246434,0.00006209013,0.0007176325,0.4416645,0.230586,0.0002000017,0.3234027,0.0005014353],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3784103,0.2107672,0.3963408,0.001524407,0.001095261,0.001046589,0.00006357572,0.002873754,0.007878094],"genre_scores_gemma":[0.9465809,0.01982734,0.03338351,0.00001151099,0.00001089718,0.00004227001,0.00009320653,0.0000254837,0.00002487232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6526371,"threshold_uncertainty_score":0.8979139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0046701062878975,"score_gpt":0.193208571259249,"score_spread":0.1885384649713515,"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."}}