{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424431,0.000127864,0.0001253575,0.00004982683,0.0002981372,0.0002744282,0.0009982283,0.00006451134,0.000341765],"category_scores_gemma":[0.000032119,0.0001071074,0.00004023767,0.0004196185,0.00005857122,0.0005021049,0.0005159148,0.0004023733,0.00004643189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001495009,"about_ca_system_score_gemma":0.00004445108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009633,"about_ca_topic_score_gemma":0.0004405571,"domain_scores_codex":[0.9991128,0.00007900873,0.0001740171,0.0002779323,0.0001275816,0.0002286865],"domain_scores_gemma":[0.9987133,0.0001789937,0.00004441856,0.0008168299,0.000146615,0.00009991273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002077338,0.0000482874,0.001273621,9.923224e-7,0.00001412818,0.000003211401,0.0004348159,0.0002969399,0.007992011,0.7728587,0.003980892,0.2130944],"study_design_scores_gemma":[0.0002805922,0.00002743201,0.005447517,0.00001194906,0.000002119629,0.000006974262,0.00002058931,0.9741792,0.001927973,0.0001711731,0.01768113,0.0002433571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07846212,0.00008190385,0.8926322,0.000949294,0.000618487,0.0001391457,3.309541e-7,0.0002945944,0.02682195],"genre_scores_gemma":[0.9880061,0.0001431883,0.009341396,0.00108121,0.0001203304,0.00001440981,0.00000254238,0.000007779413,0.001283077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9738823,"threshold_uncertainty_score":0.4367711,"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."}}