{"id":"W1496518399","doi":"","title":"Proceedings of the 2001 workshop on Multimedia and security: new challenges","year":2001,"lang":"en","type":"article","venue":"","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multimedia; Computer science; Software; Library science; Telecommunications; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00442759,0.001183874,0.001084347,0.001420559,0.002282261,0.009783021,0.002208254,0.004523499,0.04385379],"category_scores_gemma":[0.005652161,0.0005574564,0.0005803104,0.001855924,0.001977521,0.01259703,0.003389732,0.005450539,0.01296339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789474,"about_ca_system_score_gemma":0.002255071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00372784,"about_ca_topic_score_gemma":0.01097879,"domain_scores_codex":[0.9983293,0.0005285887,0.00007973292,0.0002297687,0.0006118698,0.0002206867],"domain_scores_gemma":[0.9948848,0.001760795,0.0001298174,0.0004684403,0.001350424,0.001405673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069003,0.00005897914,0.0002813017,0.000262993,0.00001935559,0.0001843335,0.0005377259,0.0002681115,0.0009279257,0.02377679,0.8214051,0.1521704],"study_design_scores_gemma":[0.00000841552,0.00001715228,0.0002338705,0.0001908721,0.00001038191,0.0001828484,0.0005784074,0.0006603976,0.0003124204,0.007075299,0.9907161,0.00001383241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009026433,0.2290199,0.08584321,0.3547156,0.085239,0.0002936734,0.001155422,0.002045706,0.232661],"genre_scores_gemma":[0.06308886,0.1972144,0.04579435,0.02628908,0.04691373,0.0003040019,0.003408098,0.0009908687,0.6159965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04385379,"threshold_uncertainty_score":0.1467056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.277358758662118,"score_gpt":0.3742508454132318,"score_spread":0.09689208675111383,"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."}}