{"id":"W4383768110","doi":"10.53829/ntr201906fa8","title":"Video Delivery Technology with QoE Control","year":2019,"lang":"en","type":"article","venue":"NTT technical review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Computer science; Content delivery; Multimedia; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008231803,0.0001268346,0.0004326955,0.0001177605,0.0001440021,0.00001383122,0.001037763,0.0003094491,0.001428323],"category_scores_gemma":[0.0008451459,0.00009764107,0.00008317544,0.0008720072,0.0005700313,0.00008689585,0.0001219275,0.0004715231,0.001412982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008679031,"about_ca_system_score_gemma":0.0001717043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008308959,"about_ca_topic_score_gemma":0.0003464244,"domain_scores_codex":[0.99862,0.0001685222,0.0003045355,0.00027808,0.0002961096,0.0003327045],"domain_scores_gemma":[0.9983507,0.0002872753,0.0001363296,0.0009710925,0.0001603477,0.00009427233],"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":[0.00001917162,0.0001505684,0.007559139,0.0002853384,0.00003647956,0.000008163636,0.00003849135,2.404203e-7,0.000756026,0.6264457,0.009287,0.3554137],"study_design_scores_gemma":[0.0003836947,0.00008567654,0.0002985663,0.0008690017,0.00003819334,0.000008139779,0.00004348973,0.000006400113,0.00002880625,0.001866231,0.9962171,0.0001546847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009814035,0.263477,0.003162267,0.2960676,0.0003559458,0.007633536,0.00001238218,0.005544071,0.4139332],"genre_scores_gemma":[0.896486,0.09145401,0.006013752,0.004938418,0.00002787254,0.0002463291,0.000003543646,0.00001841486,0.0008115915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9869301,"threshold_uncertainty_score":0.9994845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412636035887378,"score_gpt":0.3219991410602516,"score_spread":0.3078727807013778,"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."}}