{"id":"W4247202641","doi":"10.1007/s004930070033","title":"Adaptive Multicolouring","year":2000,"lang":"en","type":"article","venue":"COMBINATORICA","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mathematics; Combinatorics","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":[0.0001552471,0.00009403134,0.0001069609,0.00007605432,0.0001588036,0.0000561395,0.0009801969,0.00003533857,0.000159576],"category_scores_gemma":[0.00002978906,0.00009072692,0.00004580323,0.000567845,0.0000531524,0.0003599692,0.0001626704,0.0001735559,0.0006654505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006414318,"about_ca_system_score_gemma":0.00002770218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000383259,"about_ca_topic_score_gemma":1.931143e-7,"domain_scores_codex":[0.9989404,0.00007619908,0.0001072962,0.0002975303,0.0002435331,0.0003350049],"domain_scores_gemma":[0.9991171,0.0001301623,0.00002045986,0.0005540013,0.00005292777,0.0001253988],"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":[0.00001516644,0.0001282128,0.0001436184,0.000002866215,0.00001028168,0.00004967948,0.0002749984,0.000108813,0.0001413219,0.7834525,0.0004776716,0.2151949],"study_design_scores_gemma":[0.001175521,0.0003773691,0.002975313,0.00002036853,0.00000329621,0.00002548965,0.00002743402,0.04746059,0.004454385,0.8966996,0.0463419,0.0004387265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2459381,0.001501132,0.441198,0.002317469,0.001238106,0.001076021,0.000003064911,0.002191365,0.3045368],"genre_scores_gemma":[0.9854037,0.00002515197,0.01170504,0.00008796469,0.00001535004,0.0000222625,1.997401e-7,0.000008887637,0.002731403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7394657,"threshold_uncertainty_score":0.8553241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092664864078052,"score_gpt":0.2707326658120007,"score_spread":0.2498060171712202,"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."}}