{"id":"W4396652747","doi":"10.1007/s00373-024-02789-2","title":"Parameters of Quotient-Polynomial Graphs","year":2024,"lang":"en","type":"article","venue":"Graphs and Combinatorics","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Quotient; Combinatorics; Polynomial; Discrete mathematics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004957761,0.0001536131,0.0002516055,0.0003421151,0.0000700993,0.00006866534,0.0001930302,0.00009991234,0.00002635776],"category_scores_gemma":[0.0001315805,0.0001337018,0.0001433264,0.000763136,0.0002039702,0.00009351425,0.0001010397,0.0002474938,0.000008606851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001926005,"about_ca_system_score_gemma":0.0000355518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010543,"about_ca_topic_score_gemma":0.000001956246,"domain_scores_codex":[0.9987849,0.00007667379,0.0002808151,0.0002544724,0.0003228948,0.0002802685],"domain_scores_gemma":[0.9988756,0.0006063409,0.00004724886,0.0002980251,0.00006497973,0.0001078067],"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":[0.00002545703,0.0001068967,0.001575145,0.0003757091,0.00007426464,0.00001385068,0.0004618878,1.73832e-7,0.0002236348,0.9899641,0.004455091,0.002723793],"study_design_scores_gemma":[0.0003204855,0.0002414093,0.0002362341,0.00007569371,0.00004208416,0.00001097816,0.0001890166,0.0002316513,0.00115613,0.9961635,0.001182767,0.0001499985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942937,0.001512925,0.00009391997,0.00007484936,0.0006656678,0.0001947607,0.00001990979,0.0001269717,0.003017333],"genre_scores_gemma":[0.9988552,0.0002239992,0.0004919696,0.00001268009,0.0000068563,0.0000165146,0.000003292862,0.0000310931,0.0003583708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006199455,"threshold_uncertainty_score":0.5452202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04893932058294367,"score_gpt":0.3098611469504542,"score_spread":0.2609218263675106,"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."}}