{"id":"W2134596449","doi":"10.1109/ccece.2007.200","title":"Characterizing Performance of an Intelligent Satellite QoS Optimization System","year":2007,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Quality of service; Computer science; Real-time computing; Satellite; Communications satellite; Component (thermodynamics); Key (lock); Service (business); Computer network; Embedded system; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005716217,0.0001125706,0.0001624542,0.0001425164,0.0000308326,0.00002123118,0.0002387076,0.00006821138,0.00002964461],"category_scores_gemma":[0.000004765626,0.0001113331,0.00002990697,0.00023179,0.00001656843,0.000266185,0.00002472368,0.00007600538,0.00004759385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024912,"about_ca_system_score_gemma":0.000005431118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008865225,"about_ca_topic_score_gemma":0.0000036947,"domain_scores_codex":[0.9990395,0.00002612235,0.0005127006,0.000100895,0.0001462552,0.0001745366],"domain_scores_gemma":[0.9992079,0.00004273414,0.0000723996,0.0005213662,0.00008612235,0.0000694492],"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":[0.00009887563,0.0001191885,0.01484112,0.00310922,0.0001558524,0.000006368466,0.006584883,0.4582952,0.1587592,0.003563511,0.00001193606,0.3544546],"study_design_scores_gemma":[0.0001229093,0.00004547724,0.005535651,0.0002094286,0.000007588568,0.00002294982,0.001290478,0.6853625,0.3008051,3.250055e-7,0.006371168,0.0002264208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8657948,0.001194028,0.09487013,0.000004623865,0.0006550017,0.0003057095,0.000002146774,0.000778334,0.03639526],"genre_scores_gemma":[0.9879423,0.0007020738,0.01113926,0.000009561531,0.00008277345,0.000006156584,0.00002654862,0.00003153696,0.00005972537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542282,"threshold_uncertainty_score":0.4540034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076097511385989,"score_gpt":0.2349479309020275,"score_spread":0.2141869557881676,"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."}}