{"id":"W2795774886","doi":"10.1002/jgt.22457","title":"Rainbow triangles and the Caccetta‐Häggkvist conjecture","year":2019,"lang":"en","type":"preprint","venue":"Journal of Graph Theory","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Israel Science Foundation; United States-Israel Binational Science Foundation","keywords":"Combinatorics; Rainbow; Conjecture; Mathematics; Digraph; Generalization; Vertex (graph theory); Graph; Disjoint sets; Undirected graph; Discrete mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006843475,0.0005096359,0.001421199,0.0004259973,0.0003180407,0.0001885628,0.001159957,0.0005374565,0.0001418043],"category_scores_gemma":[0.001702281,0.0002605376,0.001129185,0.0001445116,0.001165853,0.00008978158,0.0007644308,0.002380824,0.000001523317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003868894,"about_ca_system_score_gemma":0.0001582833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000377358,"about_ca_topic_score_gemma":0.000002429585,"domain_scores_codex":[0.9960322,0.001629476,0.001127891,0.0003054578,0.0005810839,0.0003238585],"domain_scores_gemma":[0.9915916,0.00499105,0.002089157,0.000919872,0.0002763784,0.0001319919],"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":[0.001735204,0.00004106122,0.0001433192,0.0003907795,0.001171822,0.00004586124,0.004111501,0.00003402009,0.00001212807,0.9842629,0.00577683,0.002274522],"study_design_scores_gemma":[0.003482867,0.00009881195,0.0002997309,0.0004064061,0.0007470562,0.0004800821,0.0006973701,0.00001305466,0.0000632083,0.9910072,0.00239333,0.0003108507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222729,0.03977858,0.008155284,0.003520406,0.01127338,0.002075496,0.0001505255,0.00009454333,0.01267885],"genre_scores_gemma":[0.9945099,0.001440802,0.001512387,0.0006883804,0.00105013,0.000008422323,0.000002537254,0.00007961384,0.0007078619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07223694,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333947129931017,"score_gpt":0.2911550788216821,"score_spread":0.2678156075223719,"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."}}