{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001414216,0.00008185337,0.00009095862,0.00009159249,0.000008680976,0.00007154082,0.0001166881,0.00005837292,0.00008492445],"category_scores_gemma":[0.000004159121,0.00007328592,0.00002771459,0.0003156074,0.00001051287,0.0001387396,0.00002218229,0.0001674754,0.0002873342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008361662,"about_ca_system_score_gemma":0.000006241256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104455,"about_ca_topic_score_gemma":0.00005850101,"domain_scores_codex":[0.9995085,0.00002564784,0.0001631339,0.0001005332,0.00006362554,0.0001385336],"domain_scores_gemma":[0.9996003,0.00009799715,0.000004198109,0.0002601922,0.00001033099,0.00002701766],"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":[0.00002520723,0.00005316751,0.009716342,0.000459039,0.00037243,0.00007027858,0.00717081,0.08964491,0.003055751,0.02844239,0.004491467,0.8564982],"study_design_scores_gemma":[0.0001644767,0.000006736351,0.006544186,0.0001401288,0.000005033028,0.00001005949,0.0001845525,0.560572,0.001763816,0.0002006224,0.4301769,0.0002314518],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02218986,0.1579825,0.03798162,0.0001887133,0.001739112,0.0007655806,0.000002895429,0.002727769,0.776422],"genre_scores_gemma":[0.9956017,0.002622002,0.0002874421,0.00002153134,0.00006813434,0.00003875019,0.000005394876,0.00002783573,0.001327257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9734118,"threshold_uncertainty_score":0.3693195,"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."}}