{"id":"W4402474878","doi":"10.1109/ccece59415.2024.10667194","title":"Proactive Handover in LEO Satellite Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Handover; Computer science; Computer network; Satellite; Satellite broadcasting; Telecommunications; Engineering","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":[0.0006002102,0.000368294,0.000291693,0.0002882248,0.0007578488,0.001311611,0.0005703649,0.0009205364,0.0007019165],"category_scores_gemma":[0.001321998,0.0001537822,0.0001064533,0.0002929466,0.0003766379,0.001186533,0.001235245,0.00074343,0.0002706481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755015,"about_ca_system_score_gemma":0.0004202145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484939,"about_ca_topic_score_gemma":0.002421936,"domain_scores_codex":[0.9994631,0.0001550946,0.00002139113,0.00005747474,0.0001559009,0.0001470315],"domain_scores_gemma":[0.999478,0.0002429497,0.00006486642,0.00006469727,0.00008696153,0.00006259608],"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":[0.001382137,0.0002654957,0.01304658,0.0006115509,0.0001461487,0.004873275,0.001961961,0.2795045,0.1443567,0.09792902,0.02025039,0.4356723],"study_design_scores_gemma":[0.00005707027,0.0004133935,0.004444853,0.00009181973,0.00006103623,0.001677264,0.00106571,0.9254978,0.01680992,0.02424069,0.02557172,0.0000687361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3376926,0.01265663,0.5698299,0.005011212,0.00105448,0.0002764784,0.0001914166,0.001582686,0.07170454],"genre_scores_gemma":[0.9868058,0.0008618936,0.009544726,0.000241938,0.0001154386,0.00002557967,0.00004915821,0.000008659555,0.002346958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001484939,"threshold_uncertainty_score":0.003449976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122622419615294,"score_gpt":0.2212055467801473,"score_spread":0.2099793225839944,"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."}}