{"id":"W1990865544","doi":"10.1109/iwcmc.2014.6906420","title":"QoE evaluation of multimedia transmission over wireless networks","year":2014,"lang":"en","type":"article","venue":"","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Mean opinion score; Quality of experience; Multimedia; Packet loss; Wireless network; Quality of service; Network packet; Wireless; Transmission (telecommunications); Computer network; Fading; Video quality; Real-time computing; Channel (broadcasting); Telecommunications","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":[0.001565599,0.0005835186,0.0005976933,0.0006907169,0.0002113746,0.0005590087,0.0004386279,0.000328469,0.0008297454],"category_scores_gemma":[0.006689631,0.0001368277,0.0002534247,0.0004120983,0.0002319526,0.0006274158,0.0004441,0.0001871138,0.0001038961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218646,"about_ca_system_score_gemma":0.0002085354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009979588,"about_ca_topic_score_gemma":0.000776411,"domain_scores_codex":[0.9986638,0.0005514243,0.0000968697,0.00009020694,0.0005209739,0.0000766722],"domain_scores_gemma":[0.9967369,0.00209072,0.0002508627,0.0001562892,0.0006504665,0.0001147342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002072056,0.0009371971,0.05282019,0.001126289,0.0004754607,0.000977232,0.0008238491,0.2979527,0.3605923,0.002899424,0.001821325,0.2775021],"study_design_scores_gemma":[0.00007909493,0.003714275,0.0344741,0.00006176684,0.0001403831,0.0006491511,0.000374332,0.8751323,0.08132537,0.001474167,0.002494966,0.00008015827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569274,0.0008687901,0.1380145,0.0001357366,0.00006344791,0.0002203586,0.000221315,0.000429158,0.003119255],"genre_scores_gemma":[0.984723,0.0002925224,0.01426717,0.00002164358,0.00001838528,0.00006298788,0.000166697,0.00002903443,0.0004185365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565599,"threshold_uncertainty_score":0.0082798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226596344819778,"score_gpt":0.3295444018516615,"score_spread":0.2972784384034637,"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."}}