{"id":"W4408869734","doi":"10.1145/3712676.3714439","title":"Decoupling Video Upscaling from Rendering for Cloud Gaming","year":2025,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada); Simon Fraser University","funders":"","keywords":"Computer science; Rendering (computer graphics); Cloud computing; Decoupling (probability); Video streaming; Computer graphics (images); Real-time computing; Operating system; 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":[0.0002524875,0.00009971675,0.0001275523,0.000179938,0.0001704935,0.0002815991,0.0005709142,0.00005208006,0.000004480671],"category_scores_gemma":[0.00003597929,0.0001001736,0.00007904899,0.0004042921,0.000009701185,0.0002117211,0.0003198951,0.000058164,0.000001082068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002295984,"about_ca_system_score_gemma":0.00003522584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005774133,"about_ca_topic_score_gemma":0.00001388629,"domain_scores_codex":[0.9991125,0.00001143464,0.0002437715,0.0003580434,0.00009384072,0.0001803879],"domain_scores_gemma":[0.9992152,0.0002493201,0.00005035861,0.0003627511,0.00008622278,0.00003611163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001513152,0.00001375224,0.0005254899,0.00001409117,0.00001685432,4.945528e-7,0.0001376449,0.00006830176,0.0004420592,0.9638283,0.001321232,0.03363025],"study_design_scores_gemma":[0.000145464,0.00001296094,0.0001782843,0.00007307176,0.000004137864,2.591299e-7,0.0000135757,0.8460149,0.02784318,0.1167406,0.008853173,0.0001203411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004480732,0.0001631207,0.9928789,0.0002625023,0.0006170322,0.0001476554,0.000001078352,0.0006838862,0.0007651658],"genre_scores_gemma":[0.5595672,0.00002874476,0.4392083,0.000872366,0.0001139363,0.00003178064,0.000004750083,0.000008026006,0.0001648621],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8470877,"threshold_uncertainty_score":0.4084959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235328567824412,"score_gpt":0.3140158100716826,"score_spread":0.2916625243934384,"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."}}