{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001475444,0.0006994235,0.0007494275,0.0008475209,0.001055429,0.002871107,0.002390108,0.001212022,0.03607846],"category_scores_gemma":[0.00440464,0.00049548,0.0004709106,0.0006663434,0.0004127704,0.002482846,0.003166423,0.002350118,0.02236104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252957,"about_ca_system_score_gemma":0.001278649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379133,"about_ca_topic_score_gemma":0.0009572871,"domain_scores_codex":[0.9983437,0.0002577674,0.0001559834,0.000194046,0.0007264022,0.000322013],"domain_scores_gemma":[0.9980212,0.0002043397,0.00006111087,0.0007818947,0.0007420933,0.000189325],"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":[0.002258361,0.0003518189,0.00144786,0.0009556874,0.0001260749,0.0003545728,0.0004525473,0.006743253,0.0407393,0.1545041,0.2984715,0.493595],"study_design_scores_gemma":[0.0001840877,0.0004265046,0.0007381197,0.0002274229,0.00006421129,0.000643886,0.0001398177,0.03530663,0.04292026,0.02521406,0.8940246,0.0001104853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0213932,0.002404012,0.6021135,0.002014909,0.004527465,0.002902661,0.009593798,0.05620113,0.2988494],"genre_scores_gemma":[0.292936,0.003098076,0.2881544,0.00346383,0.001748025,0.003730971,0.04619206,0.01330033,0.3473763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9639215,"threshold_uncertainty_score":0,"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."}}