{"id":"W2139066989","doi":"10.1109/dcc.2006.3","title":"A Practical Approach to Joint Network-Source Coding","year":2006,"lang":"en","type":"article","venue":"","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Linear network coding; Source code; Fidelity; Coding (social sciences); Metrics; Distributed computing; Joint (building); Multiple description coding; Network routing; Routing (electronic design automation); Computer network; Theoretical computer science; Routing protocol; Decoding methods; Static routing; Algorithm; Telecommunications; Mathematics; Engineering; Programming language","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":[0.003092697,0.0009635927,0.0006171698,0.000910083,0.0007221175,0.001546019,0.001883769,0.001551959,0.004075298],"category_scores_gemma":[0.007552682,0.0004829832,0.0006708292,0.00132582,0.002241011,0.002316103,0.002961642,0.002703939,0.001046358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230406,"about_ca_system_score_gemma":0.002090847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506131,"about_ca_topic_score_gemma":0.001534709,"domain_scores_codex":[0.9971966,0.001351448,0.0001086316,0.0002858041,0.0009160624,0.0001414644],"domain_scores_gemma":[0.9973326,0.001427173,0.0001398239,0.0006458699,0.0003984352,0.00005621986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003740931,0.00002441584,0.0001130182,0.00009479717,0.00002014504,0.00008764781,0.0001099632,0.1613277,0.002308654,0.7908397,0.002403432,0.04263302],"study_design_scores_gemma":[0.00002326159,0.00004754542,0.00003907688,0.00003507111,0.00001045655,0.0001291286,0.00003345475,0.4800066,0.001843369,0.5080364,0.009775758,0.00001982236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006074331,0.00007549996,0.9961883,0.0002959596,0.00002589709,0.00002853909,0.00002566066,0.00004134899,0.002711375],"genre_scores_gemma":[0.1805116,0.000795468,0.8101489,0.0004018884,0.0001582782,0.00043714,0.0001614077,0.00008852765,0.007296765],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004075298,"threshold_uncertainty_score":0.01635593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08395437838990616,"score_gpt":0.3000440683521785,"score_spread":0.2160896899622723,"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."}}