{"id":"W3190837309","doi":"10.1109/iwcmc51323.2021.9498862","title":"CCOS: A Coded Computation Offloading Strategy for Satellite-Terrestrial Integrated Networks","year":2021,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Computation; Distributed computing; Satellite; Resource allocation; Resource management (computing); Computer network; Algorithm","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":[0.0002082994,0.0001596497,0.0002321325,0.0000646125,0.00005979556,0.0001572124,0.0001634116,0.0001285543,0.0000510654],"category_scores_gemma":[0.00004973323,0.0001637738,0.00008232358,0.0003490885,0.00001692279,0.0001327315,0.00002529129,0.0001467578,0.0000295579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000930352,"about_ca_system_score_gemma":0.00004137641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002168546,"about_ca_topic_score_gemma":0.00007920215,"domain_scores_codex":[0.9989576,0.00008851065,0.00043935,0.0001795597,0.0001007209,0.0002342837],"domain_scores_gemma":[0.9990758,0.0003520823,0.00004647957,0.0003138204,0.0001418875,0.00006996345],"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":[0.00006744855,0.00005900522,0.0005254479,0.0001206879,0.0002445167,0.000009269454,0.0004727102,0.7580096,0.01114045,0.002577697,0.002936729,0.2238364],"study_design_scores_gemma":[0.0008693618,0.00002085454,0.0002238862,0.0000626971,0.00001552098,0.00001179398,0.000553693,0.958636,0.004938139,0.0001885749,0.03425454,0.0002249666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02503374,0.006499714,0.9520052,0.00005833313,0.001398058,0.0006126116,0.00001498195,0.001052197,0.01332513],"genre_scores_gemma":[0.991146,0.0005286151,0.007217249,0.00003717444,0.0002035495,0.00005847794,0.0004902108,0.00004689741,0.0002718254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9661123,"threshold_uncertainty_score":0.6678501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084612071081025,"score_gpt":0.2908069262270644,"score_spread":0.2299608055162542,"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."}}