{"id":"W4319722891","doi":"10.37236/11461","title":"Cooperative Colorings of Forests","year":2023,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Combinatorics; Mathematics; Vertex (graph theory); Star (game theory); Graph; Greedy coloring; Discrete mathematics; Line graph","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":[0.002097957,0.0000940479,0.0002190817,0.0002267698,0.0001200819,0.00003116222,0.001715283,0.0000336667,0.000002828358],"category_scores_gemma":[0.0002469394,0.00006194296,0.00009752117,0.002051028,0.000116331,0.0003412372,0.000232041,0.0005826121,0.00001344112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461479,"about_ca_system_score_gemma":0.0005165665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001352652,"about_ca_topic_score_gemma":0.000002916049,"domain_scores_codex":[0.9982935,0.0001888479,0.0003263706,0.00009946222,0.0005717198,0.0005201175],"domain_scores_gemma":[0.9982266,0.0005644432,0.0003000035,0.0003452365,0.0005003577,0.00006331997],"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":[0.00003397431,0.00003620488,0.0002269913,0.000005274583,0.00004573623,0.00001185667,0.0003116817,0.0005618613,0.00101685,0.9969695,0.0002188723,0.000561147],"study_design_scores_gemma":[0.0005321112,0.0009594623,0.0007549722,0.00001615474,0.000006904577,0.0000692007,0.0000764839,0.0009348476,0.01875987,0.9761351,0.00168698,0.00006789387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7840127,0.001717734,0.2095206,0.002528331,0.0004951464,0.0002363054,7.765183e-7,0.00006529956,0.001423077],"genre_scores_gemma":[0.9990311,0.0004663506,0.00003444264,0.00001894272,0.0000185536,0.000002841343,1.465153e-7,0.000009241649,0.0004183281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2150184,"threshold_uncertainty_score":0.3187452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015500626155127,"score_gpt":0.2886190215033137,"score_spread":0.2731183953481867,"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."}}