{"id":"W4417281841","doi":"10.1109/pimrc62392.2025.11275407","title":"Efficient Resource Allocation for Semantic Video Surveillance Transmission over LEO Satellites","year":2025,"lang":"","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Communications satellite; Bandwidth (computing); Narrowband; Transmission (telecommunications); Data transmission; Resource allocation; Resource (disambiguation); Semantic data model","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":[0.0004584425,0.0003841903,0.0004297553,0.0002838076,0.0004520139,0.0007260996,0.0005729778,0.000355402,0.001746236],"category_scores_gemma":[0.001309528,0.000140755,0.0001859435,0.0004591505,0.0003953064,0.001045226,0.0006906978,0.0003649592,0.0001931796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006675918,"about_ca_system_score_gemma":0.0007228657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618642,"about_ca_topic_score_gemma":0.003795619,"domain_scores_codex":[0.9996413,0.0001270167,0.00001416063,0.00005541531,0.00007933207,0.00008268014],"domain_scores_gemma":[0.9997132,0.000148808,0.00003456458,0.00002715638,0.00005111721,0.0000251425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003902151,0.0001532101,0.001152411,0.0001614257,0.00004118783,0.0003370545,0.0003124674,0.7680634,0.04130363,0.05706213,0.005112342,0.1259105],"study_design_scores_gemma":[0.000008607253,0.00004256162,0.0002762266,0.000005792927,0.000007166441,0.00005383084,0.0001030961,0.9895818,0.002946159,0.005787712,0.001178299,0.000008680843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09370083,0.0004031667,0.8944189,0.0002995261,0.00004412068,0.00007713085,0.00008368771,0.0001940847,0.01077855],"genre_scores_gemma":[0.9494704,0.000184876,0.04888511,0.00004372528,0.00001920822,0.00005513732,0.0000620639,0.0000266163,0.001252799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002618642,"threshold_uncertainty_score":0.005841732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586244892121227,"score_gpt":0.2657737689526846,"score_spread":0.2499113200314723,"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."}}