{"id":"W4303982560","doi":"10.20868/upm.thesis.12892","title":"Contribución a los Modelos y Metodologías para la Estimación de la Calidad Percibida por los Usuarios (QoE) a partir de Parámetros de Calidad de Red/Servicio (QoS) en Servicios Convergentes Multimedia (Triple-Play)","year":2012,"lang":"es","type":"dissertation","venue":"","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Nutrition, Metabolism and Diabetes","keywords":"Humanities; Computer science; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002472342,0.001988468,0.001222331,0.001337925,0.0004680697,0.003804977,0.001525147,0.001429361,0.00262447],"category_scores_gemma":[0.009793865,0.0007860704,0.001447419,0.001342089,0.0005907622,0.002586222,0.001221697,0.001802616,0.0009362137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284442,"about_ca_system_score_gemma":0.001853647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303063,"about_ca_topic_score_gemma":0.006258112,"domain_scores_codex":[0.9981499,0.0004383486,0.0001107339,0.0004933178,0.0006372572,0.0001704219],"domain_scores_gemma":[0.9959041,0.002190428,0.0003881565,0.0004562541,0.0009808412,0.00008023051],"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":[0.0006802448,0.0002581759,0.04360681,0.0008779137,0.0005248134,0.000353283,0.0006991252,0.7098306,0.02132678,0.01386437,0.00275584,0.2052221],"study_design_scores_gemma":[0.00003093396,0.0001609545,0.01391871,0.0001367491,0.0001391673,0.0001938468,0.0002490864,0.9605502,0.008167143,0.0109785,0.00537451,0.0001001245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1073348,0.002298287,0.8779815,0.001077118,0.0002409252,0.0001608396,0.001319672,0.00161792,0.007968897],"genre_scores_gemma":[0.8903019,0.002758242,0.09811231,0.000300138,0.000227685,0.0003840732,0.001714179,0.0003779233,0.005823604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303063,"threshold_uncertainty_score":0.02590954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021285024467293,"score_gpt":0.3616207210622491,"score_spread":0.3314078708175762,"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."}}