{"id":"W2110522925","doi":"10.1109/tip.2012.2187529","title":"Efficient Rate–Distortion Optimal Packetization of Embedded Bitstreams Into Independent Source Packets","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Image Processing","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Network packet; Erasure; Computer science; Algorithm; Distortion (music); Decoding methods; Interleaving; Computer network; Bandwidth (computing)","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":[0.0006872824,0.0008851447,0.000959516,0.0004387805,0.0002465538,0.000831846,0.0008717909,0.0006518957,0.001330276],"category_scores_gemma":[0.002036057,0.0003621798,0.0005059448,0.000603349,0.0005039546,0.001367981,0.0009912513,0.0009755289,0.0002575034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008559382,"about_ca_system_score_gemma":0.00108928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738051,"about_ca_topic_score_gemma":0.001459485,"domain_scores_codex":[0.999586,0.0001008645,0.00002456075,0.00007540875,0.0001296895,0.00008352513],"domain_scores_gemma":[0.9992829,0.0004300303,0.00007021893,0.00007818248,0.0001078528,0.00003089817],"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":[0.0003361358,0.0001062263,0.0004477595,0.0001178969,0.00003990937,0.0001329105,0.00009660496,0.7685071,0.0273651,0.01260297,0.001527976,0.1887193],"study_design_scores_gemma":[0.00001257778,0.00005898689,0.00005954576,0.000003437298,0.000004906069,0.00004026015,0.00001841339,0.9899733,0.007135281,0.002326607,0.0003617226,0.000004893761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04416781,0.0003026458,0.9533086,0.0001341271,0.00002588391,0.00007660362,0.00004983072,0.0002969953,0.001637464],"genre_scores_gemma":[0.5562653,0.000532669,0.4385307,0.0001201413,0.00004581516,0.0001625511,0.0002777414,0.0001584391,0.003906651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001738051,"threshold_uncertainty_score":0.006210268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181040731274295,"score_gpt":0.2762034134865066,"score_spread":0.2643930061737636,"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."}}