{"id":"W7049064295","doi":"","title":"Next Generation Videoconference Video Servers for Brroadb Collaboration Learning Environments","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Server; Videoconferencing; Teleconference; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001945327,0.0004387211,0.0004656643,0.0006570691,0.0011733,0.00197634,0.001816566,0.001849712,0.1285427],"category_scores_gemma":[0.002037059,0.0002879679,0.0002859715,0.000613693,0.0001714769,0.00267873,0.001246522,0.001261536,0.02486339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009173253,"about_ca_system_score_gemma":0.001600982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025921,"about_ca_topic_score_gemma":0.01060521,"domain_scores_codex":[0.9992138,0.0001331979,0.00003257532,0.000103778,0.0002904262,0.0002262491],"domain_scores_gemma":[0.9975243,0.0002149531,0.00004423026,0.0002998716,0.001106361,0.000810245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00371641,0.002200836,0.006730387,0.0003680762,0.00004824183,0.0003888983,0.0004331793,0.002313995,0.07584481,0.01573287,0.3036248,0.5885975],"study_design_scores_gemma":[0.0009674001,0.00349936,0.01778129,0.000223172,0.0001450767,0.0009895149,0.00111344,0.1026177,0.1476351,0.008573056,0.7163116,0.0001433437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2189495,0.002247217,0.3508659,0.007417171,0.003889347,0.002325579,0.006650587,0.02814758,0.3795072],"genre_scores_gemma":[0.4268198,0.0008612802,0.204088,0.001144018,0.0006679869,0.0008194359,0.01284979,0.00192289,0.3508269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1285427,"threshold_uncertainty_score":0.4300183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978117530812297,"score_gpt":0.2391134156700909,"score_spread":0.1893322403619679,"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."}}