{"id":"W4255025375","doi":"10.1002/jgt.20480","title":"Cycle and cocycle coverings of graphs","year":2010,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Combinatorics; Mathematics; Graph; Cover (algebra); Discrete mathematics; Simple 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002257954,0.0003854274,0.0005033418,0.001441845,0.0009546026,0.001039009,0.0004946337,0.0005796424,0.004059659],"category_scores_gemma":[0.002336689,0.0003262286,0.0004056733,0.001114961,0.0008947264,0.001256617,0.001298739,0.0004460225,0.0003007405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006601564,"about_ca_system_score_gemma":0.0002518177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233492,"about_ca_topic_score_gemma":0.001613716,"domain_scores_codex":[0.9994732,0.0000801341,0.00002091073,0.0001539123,0.0001281199,0.0001437856],"domain_scores_gemma":[0.9982176,0.000615591,0.0003297611,0.0002356198,0.0002162241,0.0003852149],"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":[0.001464015,0.0003021093,0.03637214,0.0006166816,0.0002504001,0.00372647,0.003542796,0.09402306,0.07122456,0.6354256,0.01084398,0.1422083],"study_design_scores_gemma":[0.0001054703,0.0004692224,0.01917885,0.0001340757,0.0001279281,0.003632142,0.0009396721,0.3421393,0.01973916,0.5786346,0.03482777,0.00007176788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444317,0.0008124022,0.04155315,0.0001520611,0.00005747139,0.0000310924,0.0002032889,0.000214069,0.01254487],"genre_scores_gemma":[0.99208,0.0002255799,0.005001415,0.00004759538,0.0000316559,0.0000262691,0.0002749359,0.00003830474,0.002274174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004059659,"threshold_uncertainty_score":0.01358098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006994280001931636,"score_gpt":0.2609395767562744,"score_spread":0.2539452967543427,"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."}}