{"id":"W3115319021","doi":"10.1109/uemcon51285.2020.9298177","title":"Optimal Labeling with Cyclic Gray Codes for Generalized 16PAM Constellations","year":2020,"lang":"en","type":"article","venue":"","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Compute Canada","keywords":"Gray code; Constellation; Computer science; Gray (unit); Algorithm; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007858025,0.0003070069,0.000372577,0.000469579,0.00037239,0.0005884487,0.0003353728,0.0004250714,0.0008933572],"category_scores_gemma":[0.003337229,0.000173833,0.0001838775,0.0007283645,0.001099332,0.0009740559,0.0007557012,0.0003508565,0.0001706844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008451729,"about_ca_system_score_gemma":0.0009051083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006091447,"about_ca_topic_score_gemma":0.0006766694,"domain_scores_codex":[0.999371,0.0002765816,0.00002946327,0.00008524658,0.0001486178,0.00008915968],"domain_scores_gemma":[0.9988674,0.0005930163,0.0002010953,0.0001868085,0.0001021669,0.00004948643],"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":[0.0006570403,0.00009361247,0.001630921,0.0001974281,0.00003036029,0.0002594696,0.0005190147,0.3481312,0.06136378,0.4633872,0.001241192,0.1224889],"study_design_scores_gemma":[0.000054684,0.0002027008,0.0005970437,0.00004947927,0.00001747952,0.0002100555,0.0001011655,0.7600672,0.03551849,0.1989307,0.004206426,0.00004460999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3555622,0.0006028275,0.6329936,0.0005022358,0.00003221722,0.00006385412,0.0001235652,0.0002153318,0.009904249],"genre_scores_gemma":[0.8591903,0.0003098568,0.1390928,0.00009036616,0.00002398597,0.00006046097,0.00009151529,0.00003758596,0.001103064],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0008933572,"threshold_uncertainty_score":0.006132245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663605810132409,"score_gpt":0.2470954724922617,"score_spread":0.2204594143909376,"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."}}