{"id":"W2149130820","doi":"10.1109/mmsp.2002.1203329","title":"Eyeball Video Communications Platform","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eyeball (Canada)","funders":"","keywords":"Computer science; The Internet; Telecommunications; Broadband; Firewall (physics); Wireless; Multimedia; World Wide Web","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":[0.0002617172,0.00003848897,0.0000558719,0.00005433779,0.000511516,0.00002386068,0.001073962,0.00008860123,0.0007027578],"category_scores_gemma":[0.0001819686,0.00003707992,0.00002756346,0.0002075537,0.000491093,0.0001177109,0.0001753421,0.0001303217,0.000581727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008452413,"about_ca_system_score_gemma":0.0001255417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481384,"about_ca_topic_score_gemma":0.02650361,"domain_scores_codex":[0.9995413,0.00003249385,0.0001070982,0.0000673798,0.0001079343,0.0001437228],"domain_scores_gemma":[0.9988924,0.0001095724,0.00003244727,0.0008530066,0.00005115989,0.00006139294],"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":[5.180347e-7,0.00004326141,0.0002390275,2.918393e-7,0.000003241003,1.123748e-7,0.00268464,7.269531e-7,0.00004872403,0.9852577,0.0004926947,0.01122902],"study_design_scores_gemma":[0.0002671303,0.000007843959,0.0006312444,0.000003810335,0.000002758747,4.81929e-7,0.00338895,0.0000293235,0.0001547146,0.06359231,0.9318473,0.0000741695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006821159,0.0001439559,0.001280986,0.06865674,0.00007161705,0.0001511729,8.943862e-7,0.0004914535,0.922382],"genre_scores_gemma":[0.9715956,0.0007435031,0.02486357,0.0008071238,0.00001831177,0.00002122145,0.000005689163,0.000003777242,0.001941152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9647745,"threshold_uncertainty_score":0.9912602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477152924626435,"score_gpt":0.3852116382295335,"score_spread":0.3004401089832692,"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."}}