{"id":"W4361197963","doi":"10.1145/3578244.3583725","title":"Packet-Level Analysis of Zoom Performance Anomalies","year":2023,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Zoom; Computer science; Network packet; Computer network; The Internet; Lossy compression; Real-time computing; Artificial intelligence; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005424393,0.0004403403,0.000328693,0.002340062,0.0002932504,0.0005505849,0.0005659708,0.0003370389,0.0007847116],"category_scores_gemma":[0.005041574,0.0001617966,0.0001097301,0.002004754,0.0002983257,0.0008004622,0.0004350693,0.0007663483,0.0003021934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744376,"about_ca_system_score_gemma":0.0003536686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422099,"about_ca_topic_score_gemma":0.002511567,"domain_scores_codex":[0.9991741,0.00005731844,0.00003305419,0.0001212009,0.000503891,0.0001104944],"domain_scores_gemma":[0.9969802,0.0008151207,0.0005346197,0.0004446259,0.00101221,0.0002131799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001360511,0.00109535,0.3972362,0.0005806527,0.0004354457,0.002567089,0.001576574,0.1666422,0.1440674,0.008253919,0.01579685,0.2603877],"study_design_scores_gemma":[0.00003650537,0.0006306815,0.2608672,0.00006019809,0.00009633748,0.001512847,0.0009157373,0.6514892,0.07064119,0.003415772,0.01023055,0.0001038453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491668,0.0002404915,0.03872375,0.000217483,0.00006759095,0.0001086772,0.002178547,0.005459418,0.003837224],"genre_scores_gemma":[0.9929942,0.00009709279,0.005056218,0.0000407859,0.00001613867,0.00002602195,0.001243359,0.0001029241,0.0004231656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003422099,"threshold_uncertainty_score":0.006804407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04726502316902598,"score_gpt":0.2497907107716034,"score_spread":0.2025256876025774,"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."}}