{"id":"W2109725035","doi":"10.37236/401","title":"List Coloring Hypergraphs","year":2010,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of California, Los Angeles; National Science Foundation","keywords":"Combinatorics; Hypergraph; Mathematics; Chromatic scale; Discrete mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001791288,0.0001437758,0.000261401,0.0001050479,0.0003383872,0.00003561537,0.0007662058,0.00009467202,0.00004377389],"category_scores_gemma":[0.0004884144,0.00008502356,0.0002009528,0.0002937581,0.0001332768,0.0001041956,0.00008111253,0.001687001,0.000001394451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006293226,"about_ca_system_score_gemma":0.0001686237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002120706,"about_ca_topic_score_gemma":0.00001002246,"domain_scores_codex":[0.9985902,0.00009415045,0.0004011638,0.0000801408,0.0003815308,0.0004528674],"domain_scores_gemma":[0.9983101,0.0006172798,0.0004090811,0.0003618394,0.0002281605,0.00007346515],"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":[0.00003630678,0.00005796551,0.0003900522,0.000008576137,0.00008727021,0.000005552869,0.0003425382,7.702874e-7,0.001566249,0.9965253,0.0006990914,0.0002803226],"study_design_scores_gemma":[0.0004726015,0.00022948,0.0002130322,0.000009572665,0.00008000614,0.0004012459,0.00009654769,0.000009288687,0.002032061,0.9841586,0.01219354,0.000104022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916436,0.0006680602,0.0006368899,0.0004001259,0.002125911,0.00008414342,4.430482e-7,0.00002157465,0.004419273],"genre_scores_gemma":[0.9990195,0.0002159209,0.00007564283,0.00006418012,0.0002745129,0.000001439951,9.849644e-8,0.00002486719,0.0003238192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123667,"threshold_uncertainty_score":0.7329274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069821718217302,"score_gpt":0.2714133043577276,"score_spread":0.2607150871755546,"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."}}