{"id":"W4237595491","doi":"10.1007/978-0-387-78414-4_134","title":"Multimedia Content Repurposing","year":2008,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Multimedia","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Repurposing; Content (measure theory); Computer science; Multimedia; Mathematics; Engineering; Waste management","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":[0.0003806496,0.00163441,0.0008195185,0.004061788,0.0007273028,0.001740847,0.001223106,0.000697022,0.04153911],"category_scores_gemma":[0.001076929,0.0003829472,0.0009519414,0.003201853,0.000404415,0.001893262,0.001385573,0.0007650714,0.0272388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216597,"about_ca_system_score_gemma":0.000383762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008083012,"about_ca_topic_score_gemma":0.001266814,"domain_scores_codex":[0.9996514,0.00003153896,0.00002091003,0.00008497306,0.0001743336,0.00003684662],"domain_scores_gemma":[0.9993626,0.0001068986,0.00002803133,0.0001658705,0.0002986808,0.00003794335],"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":[0.0001193295,0.00004985708,0.0001061362,0.0003933151,0.00002612704,0.0002437933,0.0001048969,0.001319699,0.09186064,0.004350381,0.02891658,0.8725093],"study_design_scores_gemma":[0.00004666176,0.0003544189,0.00248737,0.0002366716,0.0002977523,0.002377759,0.0005669923,0.07651003,0.4200798,0.01525582,0.4816731,0.0001136525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01428235,0.006161976,0.8648089,0.0004557259,0.0009844458,0.001043793,0.002778051,0.02177714,0.08770769],"genre_scores_gemma":[0.08711375,0.009739845,0.7145689,0.0004738948,0.001132025,0.0006023237,0.01165224,0.004286123,0.1704309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04153911,"threshold_uncertainty_score":0.1389621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924972256475881,"score_gpt":0.2276176540860277,"score_spread":0.1983679315212689,"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."}}