{"id":"W4235839885","doi":"10.1109/tmm.2020.2973164","title":"IEEE Transactions on Multimedia","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"Institute for Infocomm Research; Hefei University of Technology; University of Miami; Northwestern University; Hefei University; University of Science and Technology of China; Hong Kong University of Science and Technology; Università di Catania; Ball State University; Nanjing University of Science and Technology; Tongji University; Università degli Studi di Perugia; Tsinghua University; Federation University Australia; University of Hong Kong; Northwestern Polytechnical University; Murdoch University; National University of Singapore; Microsoft Research; Nanjing University; Charles Sturt University; Microsoft Research Asia; University of Technology Sydney; Cisco Systems","keywords":"Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007087883,0.001139797,0.0008939791,0.001704714,0.0006785034,0.00238764,0.001045623,0.001362646,0.07347719],"category_scores_gemma":[0.002039454,0.0003267353,0.0004481336,0.001869648,0.0005587523,0.001598475,0.001053062,0.001164113,0.03423734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412909,"about_ca_system_score_gemma":0.001064683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003662189,"about_ca_topic_score_gemma":0.005281189,"domain_scores_codex":[0.9993073,0.00009163566,0.00005113666,0.00007536995,0.0004153452,0.00005917893],"domain_scores_gemma":[0.9985887,0.000142973,0.00004176821,0.000289263,0.0008482549,0.00008894166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001277179,0.0001093596,0.0004238055,0.0003802749,0.00005601525,0.0002146652,0.00008233898,0.001718445,0.01024005,0.01638209,0.3036779,0.6665872],"study_design_scores_gemma":[0.00001964849,0.0001013779,0.00161519,0.0001715104,0.00007885584,0.0005396162,0.000185072,0.01603884,0.008622048,0.01654196,0.9560459,0.00003988624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01750686,0.06316368,0.3043465,0.008631751,0.04587898,0.000583361,0.002978896,0.005852241,0.5510578],"genre_scores_gemma":[0.1059515,0.03784269,0.08388838,0.001848302,0.004831585,0.00024692,0.005391909,0.0007160102,0.7592826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9265228,"threshold_uncertainty_score":0.2458056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512351067365925,"score_gpt":0.3193603287911619,"score_spread":0.2642368181175027,"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."}}