{"id":"W2098756960","doi":"10.1109/aiccsa.2003.1227464","title":"A lightweight multi-session synchronous multimedia collaborative environment","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Java; Session (web analytics); Multimedia; Client; Synchronization (alternating current); Latency (audio); Software; Server-side; Operating system; Computer network; Server; World Wide Web; Telecommunications","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002517321,0.0001097275,0.0001384301,0.00008954908,0.0005108824,0.0000291973,0.0004155285,0.0001934867,0.00196667],"category_scores_gemma":[0.0001652308,0.00009407888,0.0000381297,0.000247049,0.000507655,0.0001345734,0.0001107312,0.0001631403,0.001186742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994372,"about_ca_system_score_gemma":0.0002449901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152716,"about_ca_topic_score_gemma":0.002583478,"domain_scores_codex":[0.9989317,0.0001399984,0.0001857796,0.0002188697,0.0002465773,0.0002770472],"domain_scores_gemma":[0.9992322,0.0001074802,0.00008136997,0.0003768411,0.00005255219,0.000149513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007110481,0.004477364,0.006411121,0.00001841892,0.0001723473,0.00005865601,0.193365,0.0002941055,0.01439058,0.4774275,0.003828235,0.2994855],"study_design_scores_gemma":[0.00355574,0.0001118745,0.002714818,0.00003641322,0.00002123189,0.000001738774,0.01760874,0.001003452,0.01196695,0.002664441,0.9597916,0.0005230188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.140116,0.004198455,0.1484161,0.1278692,0.002184182,0.005864689,0.00004965617,0.004177004,0.5671247],"genre_scores_gemma":[0.8788328,0.001250573,0.1172989,0.0002734395,0.00005892143,0.00008122541,0.000009867793,0.00001109968,0.002183201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9559634,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053194442856358,"score_gpt":0.3095858554643058,"score_spread":0.2890539110357422,"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."}}