{"id":"W2042947334","doi":"10.1155/2008/480293","title":"Efficient Transmission of H.264 Video over Multirate IEEE 802.11e WLANs","year":2008,"lang":"en","type":"article","venue":"EURASIP Journal on Wireless Communications and Networking","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Overhead (engineering); IEEE 802; Transmission (telecommunications); Real-time computing; Quality of service; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004323291,0.000168086,0.0002616225,0.0002051273,0.001079397,0.00009005854,0.001688224,0.00008796248,0.000003246997],"category_scores_gemma":[0.000009364619,0.0001331677,0.0001043476,0.0003996635,0.0001966633,0.000112504,0.0003177568,0.0006161766,0.000002696938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002899632,"about_ca_system_score_gemma":0.00004539666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007708347,"about_ca_topic_score_gemma":0.000001447056,"domain_scores_codex":[0.9985316,0.0002361835,0.0004648821,0.0002153374,0.0002954541,0.0002564942],"domain_scores_gemma":[0.9979501,0.0003874809,0.0003437549,0.001113306,0.00009539472,0.0001099761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004397976,0.0004642622,0.004471525,0.00002187975,0.0000659674,0.00004365475,0.002476847,0.01245911,0.01150325,0.006508722,0.0009784902,0.9609623],"study_design_scores_gemma":[0.000877892,0.0003090026,0.003989383,0.000983479,0.00001430945,0.0003396223,0.00007824277,0.9704654,0.003787348,0.0007396635,0.01808485,0.0003307958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6788214,0.008662601,0.309024,0.001882519,0.0004425657,0.0001350475,0.000001372316,0.0002281357,0.0008024015],"genre_scores_gemma":[0.9771056,0.0126646,0.009994411,0.0001169645,0.00005807523,0.000005742299,5.804207e-7,0.00001195551,0.00004206707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9606315,"threshold_uncertainty_score":0.830196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05283284565638865,"score_gpt":0.2802430067106486,"score_spread":0.2274101610542599,"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."}}