{"id":"W1881477017","doi":"10.1016/j.disc.2015.09.020","title":"Entropy of symmetric graphs","year":2015,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Combinatorics; Mathematics; Discrete mathematics; Perfect graph theorem; Perfect graph; Factor-critical graph; Circulant graph; Line graph; Disjoint sets; Windmill graph; Voltage graph; Graph power; 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":[0.000650388,0.0002122646,0.0004620192,0.0002483291,0.00007256541,0.0000201335,0.0003925499,0.0001045836,0.00006635384],"category_scores_gemma":[0.001343466,0.0001537777,0.000199626,0.0005133295,0.0001670883,0.00008323245,0.000172596,0.0001387765,0.00001253425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002439895,"about_ca_system_score_gemma":0.00003159832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003836452,"about_ca_topic_score_gemma":9.585838e-7,"domain_scores_codex":[0.9983978,0.00006309072,0.0005633812,0.000177265,0.0005270125,0.0002714097],"domain_scores_gemma":[0.998224,0.0004651129,0.0003258619,0.0006513228,0.0001727559,0.0001609227],"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":[0.00001158961,0.00008791145,0.0002852585,0.0002345907,0.00006992743,0.000003831349,0.003097013,0.000002147217,0.00009441396,0.9941835,0.001693449,0.0002363076],"study_design_scores_gemma":[0.000456847,0.00008767105,0.00004594624,0.00005686949,0.00009179568,0.0000178308,0.001103771,0.0005265045,0.001675493,0.9953142,0.0004376119,0.0001854241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293926,0.0003515353,0.005085518,0.00007889257,0.0004975523,0.0004424766,0.00004104095,0.000165974,0.0639444],"genre_scores_gemma":[0.9230564,0.0000167632,0.07635623,0.00003526817,0.00005047935,0.00001017202,0.00000438202,0.00004377195,0.0004265812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07127071,"threshold_uncertainty_score":0.6270871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168119852332376,"score_gpt":0.3078868075246955,"score_spread":0.2562056090013717,"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."}}