{"id":"W2255180715","doi":"10.37236/5642","title":"Symmetric Graphs with Respect to Graph Entropy","year":2017,"lang":"en","type":"preprint","venue":"The Electronic Journal of Combinatorics","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Google (Canada); Simon Fraser University","funders":"","keywords":"Combinatorics; Mathematics; Windmill graph; Circulant graph; Vertex (graph theory); Discrete mathematics; Regular graph; Symmetric graph; Graph power; Graph; Line graph; Voltage 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003197918,0.0005597249,0.001076079,0.0009163404,0.000724857,0.0002285243,0.003353147,0.0003106914,0.00001661721],"category_scores_gemma":[0.001058418,0.000314181,0.0006124593,0.0006541607,0.0002222674,0.000101519,0.0008083477,0.003906203,0.000002586091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719463,"about_ca_system_score_gemma":0.0008724668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001069374,"about_ca_topic_score_gemma":0.00001054158,"domain_scores_codex":[0.9961143,0.0004042221,0.0008611136,0.0003414562,0.001282486,0.0009964127],"domain_scores_gemma":[0.9940786,0.0008667179,0.002209119,0.001859406,0.0007614355,0.0002247291],"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":[0.0003985635,0.00009334468,0.000182503,0.00008844234,0.0008746551,0.00004938041,0.0006595462,0.00003759438,0.00001480472,0.9949777,0.002286172,0.0003373404],"study_design_scores_gemma":[0.0009370545,0.001260156,0.0002401228,0.0002747317,0.0006106043,0.0003864368,0.00008676448,0.000006217064,0.0004096851,0.9932162,0.002162545,0.000409446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615182,0.01295814,0.01076315,0.002279433,0.00441019,0.001188186,0.00001410302,0.00008505049,0.006783545],"genre_scores_gemma":[0.9964724,0.002293915,0.0002526064,0.0001044414,0.0003109862,0.00001234135,0.000001053592,0.00009500221,0.0004572173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03495424,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213900759388042,"score_gpt":0.2913416278038615,"score_spread":0.2699515518650573,"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."}}