{"id":"W4285147830","doi":"10.1109/tit.2022.3187669","title":"State-Dependent Symbol-Wise Decode and Forward Codes Over Multihop Relay Networks","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Information Theory","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Relay; Linear network coding; Computer science; Header; Network packet; Upper and lower bounds; Computer network; Telecommunications link; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723391,0.0001505792,0.0001373439,0.0002390409,0.0009242794,0.0002014353,0.0005304259,0.00003862162,0.0002498287],"category_scores_gemma":[0.000008469896,0.0001532018,0.00006505112,0.0003743775,0.00005413711,0.001467673,0.00003250328,0.0004535507,0.00003658615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326613,"about_ca_system_score_gemma":0.00004953279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005248226,"about_ca_topic_score_gemma":0.00001836817,"domain_scores_codex":[0.998616,0.0003498036,0.00037228,0.0001638943,0.0002856508,0.0002124084],"domain_scores_gemma":[0.9988172,0.0003307912,0.0001353327,0.0005370526,0.00008300925,0.00009661697],"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":[0.00009204469,0.00007935632,0.00001418328,0.000007802001,0.00004469319,0.000001049556,0.006690669,0.6447533,0.00004154336,0.021478,0.000417724,0.3263797],"study_design_scores_gemma":[0.001053598,0.0001476285,0.0002307082,0.00001817998,0.00001501221,0.0000268548,0.0006417224,0.9849343,0.0009400085,0.001480474,0.01018395,0.0003276139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01002982,0.0001372118,0.9877249,0.000237833,0.0005452,0.0002738114,0.00002541759,0.0002216198,0.000804177],"genre_scores_gemma":[0.9956085,0.0006512202,0.001671877,0.001437549,0.000009710396,0.0001668216,0.000008692305,0.00000896187,0.0004366858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.986053,"threshold_uncertainty_score":0.7108903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148312834417782,"score_gpt":0.2402560892233626,"score_spread":0.2287729608791848,"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."}}