{"id":"W2983614779","doi":"","title":"Asymptotically good local list edge colourings","year":2019,"lang":"en","type":"article","venue":"Acta Mathematica Universitatis Comenianae","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Combinatorics; Enhanced Data Rates for GSM Evolution; Mathematics; Computer science; Artificial intelligence","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":[0.001393651,0.0008123515,0.001141065,0.002138194,0.002333399,0.00459836,0.001450268,0.002168296,0.021331],"category_scores_gemma":[0.01057084,0.0007081989,0.0006947516,0.002013552,0.00266383,0.00443502,0.002766979,0.003089774,0.002909146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047526,"about_ca_system_score_gemma":0.0008715292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115611,"about_ca_topic_score_gemma":0.002139144,"domain_scores_codex":[0.9982818,0.0006826293,0.00004202937,0.0002770396,0.0003627422,0.0003538124],"domain_scores_gemma":[0.9899783,0.006792056,0.0004943416,0.001394948,0.0006811772,0.0006591316],"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":[0.0002472317,0.00005597546,0.0006082419,0.0001669016,0.00002652721,0.0001638684,0.0003553339,0.01076187,0.002601411,0.9655235,0.008243793,0.01124531],"study_design_scores_gemma":[0.00007670739,0.00003397218,0.0004590463,0.00004087645,0.00003537009,0.0002701391,0.0001708121,0.02814469,0.001869417,0.9629361,0.005932052,0.00003090334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4888409,0.002171886,0.2714615,0.005790156,0.0003662289,0.0001052895,0.001096935,0.001983747,0.2281834],"genre_scores_gemma":[0.914744,0.0008456145,0.0278601,0.00102313,0.0002610088,0.0001594371,0.0004650333,0.0004515552,0.05419022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021331,"threshold_uncertainty_score":0.07135934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003372258778867649,"score_gpt":0.1613555895675349,"score_spread":0.1579833307886672,"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."}}