{"id":"W4402306597","doi":"10.1145/3694976","title":"Streaming Media over LEO Satellite Networking: A Measurement-Based Analysis and Optimization","year":2024,"lang":"en","type":"article","venue":"ACM Transactions on Multimedia Computing Communications and Applications","topic":"Satellite Communication Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Satellite; Multimedia; Astronomy","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":[0.0009952054,0.0007887208,0.0005425091,0.0005083142,0.0002911898,0.0006878253,0.0004463216,0.0004812002,0.0009683874],"category_scores_gemma":[0.002569998,0.000285244,0.0003762407,0.0006731414,0.0004050925,0.0008038305,0.0003776545,0.0007310358,0.00008137968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533238,"about_ca_system_score_gemma":0.0009008269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123727,"about_ca_topic_score_gemma":0.01000075,"domain_scores_codex":[0.9997258,0.000105921,0.000009073946,0.00003890959,0.00006636624,0.0000539996],"domain_scores_gemma":[0.9988561,0.0008574281,0.0001021958,0.00002939685,0.0001206844,0.00003414477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003208065,0.00003269717,0.001003793,0.00002632368,0.00001191193,0.00002309894,0.00001001934,0.9921085,0.0005855765,0.001538733,0.0002724781,0.004354786],"study_design_scores_gemma":[8.219855e-7,0.000005912322,0.0001667437,7.169909e-7,0.000001265644,0.000001595873,0.000003530479,0.9995579,0.00008490534,0.0001442097,0.00003143814,9.06805e-7],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5826908,0.00232336,0.4010274,0.00156894,0.00006173721,0.0001707373,0.0005363502,0.000425815,0.01119492],"genre_scores_gemma":[0.9807274,0.0006115127,0.01732736,0.00004080038,0.00002975958,0.00004426297,0.0001665596,0.00003177882,0.001020553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02123727,"threshold_uncertainty_score":0.04222733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727269869369995,"score_gpt":0.2700963839748945,"score_spread":0.2328236852811945,"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."}}