{"id":"W4253237288","doi":"10.32920/ryerson.14663832","title":"Video and Audio Fusion for Streaming Applications","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Microphone; The Internet; Java applet; Multimedia; Synchronization (alternating current); Dialog box; Robot; Java; Real-time computing; Computer graphics (images); Operating system; Telecommunications; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006637049,0.0006052318,0.0004486908,0.0008659133,0.0004757128,0.001102019,0.0009103466,0.0009281677,0.00892261],"category_scores_gemma":[0.001769103,0.0002612073,0.0003950476,0.0008637626,0.0005371317,0.002224428,0.001221569,0.001101706,0.003172111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406677,"about_ca_system_score_gemma":0.00038327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000965003,"about_ca_topic_score_gemma":0.0008675622,"domain_scores_codex":[0.9993891,0.00006743398,0.0000262043,0.0001258136,0.0003226654,0.00006879509],"domain_scores_gemma":[0.9993557,0.0001819657,0.0000547866,0.0001292005,0.0002406994,0.00003765812],"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":[0.0007678863,0.0001310989,0.0006645033,0.0003523586,0.00007548772,0.0003879049,0.0004435148,0.01137714,0.2898959,0.03209248,0.009910376,0.6539015],"study_design_scores_gemma":[0.0001722789,0.0007768603,0.001999193,0.0002193386,0.0001767468,0.002210601,0.0005854726,0.3516419,0.3951153,0.05518438,0.1917975,0.0001204492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02789871,0.00321399,0.9482231,0.0005561998,0.0004801129,0.0001722353,0.0001939192,0.002888563,0.01637316],"genre_scores_gemma":[0.4486603,0.004533037,0.5096062,0.0005259921,0.001069583,0.0002345391,0.0007709767,0.0005730396,0.03402637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00892261,"threshold_uncertainty_score":0.02984911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542874441683581,"score_gpt":0.3702363966662479,"score_spread":0.324807652249412,"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."}}