{"id":"W2333027183","doi":"10.1142/9789812791993_0019","title":"MODEL-BASED VIDEO SUMMARIZATION FOR MOBILE USERS","year":2000,"lang":"en","type":"article","venue":"","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Automatic summarization; Computer science; Multimedia; Information retrieval","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":[0.0001709139,0.00008474739,0.0001056892,0.00007962072,0.0001219602,0.000150899,0.0003272828,0.00004818874,0.000182123],"category_scores_gemma":[0.00001289337,0.00007458209,0.00009230828,0.0003523201,0.00001148218,0.0004455958,0.00001593824,0.00002595372,0.00003702017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002456953,"about_ca_system_score_gemma":0.00005973757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742976,"about_ca_topic_score_gemma":0.00002344439,"domain_scores_codex":[0.9991941,0.00002099753,0.0001862157,0.0002834322,0.0001550604,0.0001601501],"domain_scores_gemma":[0.9994256,0.00004361051,0.00003425352,0.0003505827,0.00009027734,0.00005561836],"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":[0.000007622132,0.00005250247,0.0003727726,0.00000798179,0.000009847493,2.218084e-7,0.00006915156,0.8554478,0.0004341479,0.02353911,0.00274272,0.1173162],"study_design_scores_gemma":[0.0002499024,0.0000391885,0.00006874039,0.000003279301,0.000008712223,1.027446e-7,0.000002596062,0.989906,0.001398558,0.002366354,0.00585089,0.0001057292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004761815,0.0000141382,0.9912676,0.0004006679,0.00003704404,0.000226475,0.000002506218,0.0001500334,0.003139785],"genre_scores_gemma":[0.8534865,0.00001180651,0.1391858,0.001087421,0.00002590929,0.0001066245,0.00006184239,0.000009918181,0.006024186],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8520818,"threshold_uncertainty_score":0.3041369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430849339394425,"score_gpt":0.2421465914348927,"score_spread":0.2278380980409485,"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."}}