{"id":"W2079605769","doi":"10.1145/1730836.1730849","title":"Video streaming over cooperative wireless networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Testbed; Energy consumption; Computer network; Mobile device; Broadcasting (networking); Channel (broadcasting); Real-time computing; Wireless; TRACE (psycholinguistics); Telecommunications; Engineering","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":[0.0009503242,0.0005175159,0.000498054,0.0004437537,0.0005129828,0.0006418895,0.000870515,0.0006616561,0.0005060722],"category_scores_gemma":[0.003907296,0.0002205588,0.0002014239,0.0007467236,0.0005409775,0.001130894,0.0007278465,0.0004226211,0.0001084933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006033254,"about_ca_system_score_gemma":0.0003543957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414645,"about_ca_topic_score_gemma":0.001500959,"domain_scores_codex":[0.9994947,0.0001893947,0.0000182992,0.0001001166,0.0001361736,0.00006125049],"domain_scores_gemma":[0.9979139,0.001312342,0.0002380089,0.0001551179,0.0002825054,0.00009806864],"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":[0.0003958741,0.0001773706,0.002195835,0.0002221206,0.00009671922,0.0006554315,0.0007541312,0.8287894,0.04269557,0.03072996,0.001305061,0.09198248],"study_design_scores_gemma":[0.00002423285,0.0001019439,0.0002095916,0.000002812161,0.00001217994,0.00005333869,0.00005831182,0.9891433,0.002629936,0.007030067,0.0007292635,0.000004978895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3437968,0.0007567693,0.6505337,0.0003390889,0.00004897764,0.00009256117,0.00003956741,0.0003253721,0.004067171],"genre_scores_gemma":[0.9715875,0.000272319,0.02658937,0.00004108001,0.00005150951,0.0000444856,0.00003460405,0.00001646325,0.001362627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002414645,"threshold_uncertainty_score":0.005025864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771614355010286,"score_gpt":0.2683074933048756,"score_spread":0.2505913497547727,"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."}}