{"id":"W4392595156","doi":"10.1002/jgt.23089","title":"Finding triangle‐free 2‐factors in general graphs","year":2024,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Carnegie Mellon University","keywords":"Mathematics; Combinatorics; Discrete mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004203044,0.0002019318,0.0003772821,0.002523694,0.0000938551,0.0002461932,0.002065042,0.00009276241,0.0000475353],"category_scores_gemma":[0.0004741498,0.0001520261,0.0004729283,0.002365783,0.0001638917,0.001316813,0.0002632676,0.0008236737,0.000009504353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008884434,"about_ca_system_score_gemma":0.0001566412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003303319,"about_ca_topic_score_gemma":0.000005687207,"domain_scores_codex":[0.9973649,0.0005945917,0.0006444377,0.0002905031,0.0006345724,0.0004710126],"domain_scores_gemma":[0.9978019,0.001153133,0.0001819049,0.0005660465,0.0001065603,0.0001904609],"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":[0.0000884426,0.0000536144,0.00178196,0.00002717565,0.00008194543,0.0006544378,0.001075197,0.00014085,0.003282259,0.978518,0.000533946,0.01376218],"study_design_scores_gemma":[0.0005719744,0.0002006761,0.002708049,0.0001679653,0.00001052753,0.0001799173,0.0001458665,0.0004544928,0.00316869,0.991317,0.000900294,0.0001745473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8087381,0.006798362,0.1795198,0.0006074215,0.002213556,0.0001703364,0.000006270959,0.0001083399,0.001837837],"genre_scores_gemma":[0.9914464,0.0002603456,0.007682533,0.00007971534,0.0001384858,0.000003376202,4.830371e-7,0.00002707037,0.000361625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827083,"threshold_uncertainty_score":0.6199446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996779785374417,"score_gpt":0.3122615634554982,"score_spread":0.282293765601754,"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."}}