{"id":"W3212288097","doi":"10.1016/j.ejc.2023.103845","title":"Weak diameter coloring of graphs on surfaces","year":2023,"lang":"en","type":"article","venue":"European Journal of Combinatorics","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Combinatorics; Mathematics; Bounded function; Monochromatic color; Planar graph; Vertex (graph theory); Induced subgraph; Graph; Discrete mathematics; Mathematical analysis","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":[0.001998831,0.0001359188,0.0003202762,0.0003151042,0.0001028144,0.00001985361,0.0004253973,0.00002605896,0.00002136083],"category_scores_gemma":[0.0006091861,0.000101354,0.0002063407,0.0004953209,0.00007815228,0.00007814104,0.0001109207,0.0003039492,0.00001162812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001779061,"about_ca_system_score_gemma":0.00001586888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.754446e-7,"about_ca_topic_score_gemma":6.283224e-8,"domain_scores_codex":[0.9982904,0.0004106101,0.0005875595,0.00009299285,0.0004333512,0.0001851555],"domain_scores_gemma":[0.9981588,0.0007350162,0.0005683146,0.000252727,0.0001985458,0.0000866155],"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":[0.00008102927,0.0001103038,0.003125519,0.00008991885,0.0001348932,0.0001801917,0.001156983,0.00007995,0.0005133718,0.9846107,0.008849249,0.001067886],"study_design_scores_gemma":[0.001102912,0.001039265,0.01718458,0.0002155435,0.00006780379,0.00003764163,0.0003753513,0.00002584195,0.002723782,0.970531,0.006503841,0.0001924749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737899,0.00009804447,0.000110473,0.00006090728,0.001712753,0.00005344543,0.000003161662,0.00003443068,0.02413691],"genre_scores_gemma":[0.9988557,0.0001541763,0.0004659494,0.00002304098,0.00006230225,1.861073e-7,2.995281e-7,0.00004115707,0.0003972515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506576,"threshold_uncertainty_score":0.4133095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834323145204061,"score_gpt":0.2846674591870177,"score_spread":0.2363242277349771,"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."}}