{"id":"W2981502292","doi":"","title":"Clustered colouring in minor-closed classes","year":2019,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Combinatorics; Mathematics; Conjecture; Monochromatic color; Friendship graph; Graph; Minor (academic); Chromatic scale; Windmill graph; Discrete mathematics; Petersen graph; Graph power; Line graph; Botany","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001558719,0.0002857896,0.0005437052,0.002640727,0.0006246812,0.00007476322,0.004948133,0.0001746805,0.0002369181],"category_scores_gemma":[0.0001290858,0.0003798456,0.0002544524,0.003086495,0.0009767863,0.001971304,0.004207473,0.001242161,0.00008231246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072092,"about_ca_system_score_gemma":0.0005889233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005693472,"about_ca_topic_score_gemma":0.001936401,"domain_scores_codex":[0.994899,0.001141898,0.0002195025,0.001061239,0.001287893,0.00139042],"domain_scores_gemma":[0.9963148,0.001234668,0.0001728907,0.001361258,0.0004565667,0.0004597991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006098829,0.001655863,0.2648838,0.0008557274,0.0004459002,0.003618925,0.01486626,0.00259838,0.02598595,0.6272959,0.003505143,0.04818941],"study_design_scores_gemma":[0.01930476,0.004110382,0.2692777,0.0008430013,0.00004672213,0.00007750738,0.05105276,0.1113573,0.001842245,0.09635444,0.4432943,0.00243894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583686,0.00004463078,0.06476098,0.001165495,0.0001112097,0.001167839,0.00006961243,0.0001468003,0.07416487],"genre_scores_gemma":[0.955899,0.0005575842,0.03314215,0.00002373594,0.00001822321,3.724118e-7,0.00002472103,0.00002451496,0.01030969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5309414,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853874918420808,"score_gpt":0.2674424312945282,"score_spread":0.2389036821103201,"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."}}