{"id":"W4288639223","doi":"10.48550/arxiv.1901.03274","title":"Towards an Algebraic Network Information Theory: Simultaneous Joint\\n Typicality Decoding","year":2019,"lang":"","type":"preprint","venue":"arXiv (Cornell University)","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Decoding methods; Code word; Computer science; Tuple; Conjunction (astronomy); Joint (building); Key (lock); List decoding; Theoretical computer science; Algorithm; Sequential decoding; Channel (broadcasting); Mathematics; Discrete mathematics; Concatenated error correction code; Computer network; Block code","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":[0.003370048,0.001211827,0.001011721,0.001643678,0.0009857048,0.00283307,0.002194674,0.001601866,0.002281894],"category_scores_gemma":[0.0140345,0.0007118884,0.0008463641,0.001779434,0.00448864,0.006428666,0.004406878,0.005216272,0.0008684861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101008,"about_ca_system_score_gemma":0.002132754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013468,"about_ca_topic_score_gemma":0.001637042,"domain_scores_codex":[0.9977558,0.0009583027,0.00007032162,0.0002840634,0.0007103519,0.0002211864],"domain_scores_gemma":[0.9923959,0.005278061,0.0006056878,0.0006332755,0.0008495314,0.0002375467],"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":[0.00004016623,0.00001594259,0.0001715184,0.00006300506,0.00001058115,0.00007207299,0.0001163186,0.0785211,0.0007917169,0.9121706,0.001187297,0.006839631],"study_design_scores_gemma":[0.000008496912,0.00003096019,0.00005988518,0.00003178831,0.000007701015,0.00005587143,0.00003588332,0.4227865,0.000583499,0.5738565,0.002522063,0.00002067065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00815476,0.0007362801,0.9774256,0.0009885058,0.0000717193,0.00003679003,0.0001191181,0.00006885151,0.0123984],"genre_scores_gemma":[0.6166201,0.005460859,0.3625484,0.001158983,0.0008133536,0.0005238926,0.0004121919,0.0001774248,0.0122848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003370048,"threshold_uncertainty_score":0.0224995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09256611397919928,"score_gpt":0.2193195523393387,"score_spread":0.1267534383601394,"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."}}