{"id":"W2076576264","doi":"10.1109/vtcfall.2013.6692264","title":"Layered Source-Channel Coding over Two-Way Relay Networks","year":2013,"lang":"en","type":"article","venue":"","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Relay; Computer science; Coding (social sciences); Linear network coding; Relay channel; Channel code; Computer network; Channel (broadcasting); Decoding methods; Algorithm; Mathematics","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":[0.002088228,0.001088431,0.00097426,0.0006523497,0.0003728992,0.001045034,0.0007560148,0.0006867379,0.0007333223],"category_scores_gemma":[0.006042973,0.0002901625,0.0004639708,0.001026731,0.001111771,0.001381707,0.001333487,0.0006667494,0.000169551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122051,"about_ca_system_score_gemma":0.000799595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003163338,"about_ca_topic_score_gemma":0.002023886,"domain_scores_codex":[0.9987271,0.0005464767,0.00005188507,0.00008961551,0.0003727319,0.0002120423],"domain_scores_gemma":[0.9940482,0.004174251,0.0005134379,0.0003957711,0.0007215241,0.0001466957],"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":[0.0001229007,0.0000160107,0.0003718749,0.00005658409,0.0000389802,0.0001122832,0.00006729396,0.9717169,0.004060012,0.01619587,0.0001282737,0.007112992],"study_design_scores_gemma":[0.00001067196,0.00003752318,0.00008373085,0.000005681049,0.00001251983,0.00003803453,0.0000114015,0.9936026,0.001907349,0.004170553,0.000108933,0.00001105504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2017125,0.001319876,0.7926762,0.0001655062,0.00004402983,0.00005213465,0.0001206367,0.0003494953,0.003559566],"genre_scores_gemma":[0.9766526,0.0003827021,0.02238634,0.00001979989,0.000008517551,0.00003326723,0.00003592054,0.00001318346,0.0004676317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003163338,"threshold_uncertainty_score":0.01104379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098729146175271,"score_gpt":0.2696174544887954,"score_spread":0.2386301630270427,"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."}}