{"id":"W3007271564","doi":"10.1017/s0963548321000213","title":"Clustered 3-colouring graphs of bounded degree","year":2021,"lang":"en","type":"article","venue":"Combinatorics Probability Computing","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Wilfrid Laurier University; University of Ottawa","funders":"Agence Nationale de la Recherche","keywords":"Combinatorics; Mathematics; Bounded function; Planar graph; Degree (music); Vertex (graph theory); 1-planar graph; Discrete mathematics; Cluster analysis; Graph; Chordal graph; Statistics; Physics","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":[0.0003353791,0.0005031885,0.0006730892,0.001050361,0.0009658975,0.001460015,0.001530509,0.0009234111,0.004828841],"category_scores_gemma":[0.002955878,0.0007175533,0.0006053183,0.001287841,0.001402051,0.001766315,0.001830265,0.001119182,0.0005335263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046119,"about_ca_system_score_gemma":0.000553945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267813,"about_ca_topic_score_gemma":0.005321092,"domain_scores_codex":[0.9992415,0.0001111117,0.00003274691,0.0002375225,0.0001957282,0.0001813883],"domain_scores_gemma":[0.9959565,0.001632651,0.0006795158,0.0007189977,0.0005830878,0.0004292607],"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":[0.001127141,0.0002368937,0.01206174,0.0007164016,0.0002076941,0.00124696,0.001403618,0.2453171,0.18616,0.4898188,0.008455887,0.05324778],"study_design_scores_gemma":[0.0001490157,0.0002604065,0.01276676,0.0001243698,0.0001574212,0.001438693,0.0006715648,0.3451564,0.06695306,0.554105,0.01807105,0.0001463034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706222,0.0004748793,0.1144038,0.0006740217,0.00004436578,0.00007354705,0.000731555,0.0004961831,0.01247953],"genre_scores_gemma":[0.9671941,0.0001934186,0.02790034,0.0001449307,0.00001813147,0.00003706995,0.0004903642,0.00008363998,0.003938001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004828841,"threshold_uncertainty_score":0.01615411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581101267166381,"score_gpt":0.2964187187545243,"score_spread":0.2383085920378862,"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."}}