{"id":"W2159329831","doi":"10.1109/tmm.2008.2004907","title":"Confidence Evolution in Multimedia Systems","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia","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":[0.00423592,0.0006782922,0.0008976532,0.002675766,0.0008086899,0.002762208,0.001488711,0.001318154,0.002590292],"category_scores_gemma":[0.04459709,0.0006359266,0.0005498216,0.002041362,0.001175273,0.003793286,0.001929502,0.001357873,0.0004689445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886394,"about_ca_system_score_gemma":0.0005918778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003889532,"about_ca_topic_score_gemma":0.00200171,"domain_scores_codex":[0.995541,0.001319707,0.000283916,0.00091614,0.001607062,0.000332207],"domain_scores_gemma":[0.970897,0.02083472,0.00295712,0.001781215,0.002931408,0.0005984959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006322967,0.0001780618,0.02538472,0.0004200488,0.0002449849,0.0007440406,0.001229995,0.4730311,0.009279311,0.1133033,0.006274719,0.3692775],"study_design_scores_gemma":[0.00001298431,0.00005947645,0.002471945,0.00001689754,0.00002082745,0.0001704456,0.00007038454,0.957891,0.002263614,0.03548435,0.001510371,0.00002778963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.117466,0.002085815,0.8729059,0.0009486129,0.00007567392,0.0001016477,0.0003501924,0.001095395,0.004970841],"genre_scores_gemma":[0.9156139,0.0004348395,0.0811255,0.0001485836,0.0001318808,0.00009074726,0.0003858653,0.0001020811,0.001966665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00423592,"threshold_uncertainty_score":0.02240199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199276595240289,"score_gpt":0.2344957057711819,"score_spread":0.214568046247153,"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."}}