{"id":"W2296323758","doi":"10.1109/icdsp.2002.1027806","title":"Redefining multimedia","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multimedia; Computer science; Entertainment; Computer graphics (images); Video recording; Art; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.0009416353,0.0008064355,0.0002979889,0.002318951,0.001672444,0.004516286,0.001091548,0.002322584,0.01077555],"category_scores_gemma":[0.00211902,0.0002659875,0.0003912575,0.00182161,0.002133325,0.006970493,0.001756926,0.002022389,0.003655886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363879,"about_ca_system_score_gemma":0.001010127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547513,"about_ca_topic_score_gemma":0.005679958,"domain_scores_codex":[0.9990407,0.0002357846,0.00005928972,0.0001045164,0.0004489686,0.0001106591],"domain_scores_gemma":[0.9988735,0.000539785,0.00006697248,0.0001408876,0.0002878035,0.00009101943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004243107,0.00005773224,0.0003207166,0.0005639393,0.00001008171,0.0004084833,0.002021586,0.0006858462,0.005942806,0.3620631,0.1286105,0.4992728],"study_design_scores_gemma":[0.000002303735,0.00002069143,0.0001637688,0.0001977004,0.000006551094,0.0005719344,0.0002998406,0.0004232804,0.001571174,0.01915199,0.97758,0.00001085758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01080975,0.1830874,0.118116,0.04520411,0.03099196,0.0001184613,0.0001937961,0.001554502,0.609924],"genre_scores_gemma":[0.09158845,0.2212743,0.1027867,0.03488303,0.02031136,0.0001499271,0.0003821873,0.0009742643,0.5276497],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01077555,"threshold_uncertainty_score":0.03604776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244442157882974,"score_gpt":0.3477091127110539,"score_spread":0.2952646911322242,"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."}}