{"id":"W2072416027","doi":"10.1145/636593.636617","title":"MVIP-II","year":2003,"lang":"en","type":"article","venue":"","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Virtual world; Computer science; Metaverse; Multicast; Human–computer interaction; Protocol (science); Multimedia; World Wide Web; Virtual reality; Distributed computing","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":[0.0001055386,0.0000262643,0.000036458,0.0000287202,0.00007012608,0.00004481974,0.0001434994,0.00001207732,0.0001382449],"category_scores_gemma":[0.00002174623,0.00001991493,0.00002418849,0.0002219361,0.000003306209,0.0001655059,0.00003004076,0.00001497351,0.0001098891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004383465,"about_ca_system_score_gemma":0.00001225499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004617765,"about_ca_topic_score_gemma":0.000007347139,"domain_scores_codex":[0.9996839,0.00001894477,0.00005910854,0.00009846484,0.00007563604,0.00006397782],"domain_scores_gemma":[0.9997468,0.000006630759,0.00001141465,0.0001887537,0.0000225657,0.00002384074],"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":[3.763329e-8,0.00001126426,0.001000891,2.518146e-7,0.000002838486,5.984393e-7,0.0000459023,0.00004158208,0.0001400145,0.9897038,0.003256357,0.005796493],"study_design_scores_gemma":[0.0003217811,0.00008077692,0.003684123,0.00000345682,0.00000943509,0.000008033247,0.00002495658,0.2263088,0.01334432,0.07306778,0.6828286,0.0003179073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00142649,0.00001433401,0.8239602,0.0003600385,0.00005532762,0.00001074786,1.872568e-8,0.00004350843,0.1741293],"genre_scores_gemma":[0.9431973,0.000003880048,0.04248355,0.0006128678,0.000008031066,9.884512e-7,3.982664e-7,0.000001250252,0.01369176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9417708,"threshold_uncertainty_score":0.1513684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008358774004886738,"score_gpt":0.2029632817431302,"score_spread":0.1946045077382435,"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."}}