{"id":"W2107154908","doi":"10.1109/ccece.2004.1345278","title":"A framework for repurposing multimedia content","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Repurposing; Transcoding; Multimedia; Metadata; World Wide Web; Service (business); The Internet; Mobile device; Computer network","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":[0.0002760146,0.00004258325,0.0000746473,0.00004056144,0.0003027661,0.0000235947,0.0002623599,0.0001369392,0.0001764015],"category_scores_gemma":[0.001515992,0.00003920932,0.00004398899,0.0001107509,0.0002138079,0.00005246949,0.00003044232,0.00009557349,0.00005190325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006955925,"about_ca_system_score_gemma":0.00008456148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324137,"about_ca_topic_score_gemma":0.001591364,"domain_scores_codex":[0.9994849,0.00002720648,0.0001123571,0.0001029103,0.00009355122,0.0001790636],"domain_scores_gemma":[0.999268,0.0003130375,0.00004218078,0.0002360563,0.00007719899,0.00006353814],"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":[0.000003919914,0.00003661562,0.0001835979,0.000001011531,0.0000048724,2.050663e-7,0.004113874,8.385218e-7,0.0001572142,0.9557815,0.0001072374,0.03960908],"study_design_scores_gemma":[0.001176527,0.000053656,0.0004849347,0.00004328267,0.0000112823,8.031822e-7,0.01268536,0.0002276475,0.003564467,0.4452147,0.5363267,0.000210672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03449818,0.0006140849,0.7404679,0.1134306,0.001120991,0.002015214,0.000005400247,0.001509593,0.106338],"genre_scores_gemma":[0.5274162,0.00009369041,0.4709566,0.0007147951,0.00006829797,0.00006997793,0.00000210512,0.000004939203,0.0006734493],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5362195,"threshold_uncertainty_score":0.2328662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587655728364145,"score_gpt":0.4045640577178886,"score_spread":0.245798484881474,"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."}}