{"id":"W2758217615","doi":"10.70930/tac/gqlb07bi","title":"Levi categories and graphs of groups","year":2017,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Computer science; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00133013,0.00012837,0.0002981713,0.0001001766,0.0004382749,0.00005466166,0.0003868808,0.0000720344,0.00003679469],"category_scores_gemma":[0.0004654401,0.0001098667,0.00004109034,0.00008917058,0.002238021,0.0002075269,0.0002202341,0.0001097754,0.000002467531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004144548,"about_ca_system_score_gemma":0.00002732818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002491261,"about_ca_topic_score_gemma":0.00001129445,"domain_scores_codex":[0.9991178,0.0001048823,0.0002834169,0.0001890571,0.0001489233,0.0001559121],"domain_scores_gemma":[0.9975778,0.001066144,0.0002843011,0.0008535802,0.0001574891,0.00006072787],"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":[0.0001009419,0.00005806768,0.001365798,0.0003391209,0.00004077795,2.832166e-7,0.001184462,7.762863e-8,0.002125809,0.9879885,0.00003726231,0.006758849],"study_design_scores_gemma":[0.0002249317,0.00005438115,0.002832258,0.00001607921,0.00004632388,0.000006513613,0.001795914,0.000002587447,0.01382903,0.9806162,0.000473118,0.0001026491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752698,0.001037052,0.008328764,0.0001778442,0.00002429425,0.0005348519,0.00005409222,0.00004261152,0.01453071],"genre_scores_gemma":[0.998151,0.0002662822,0.0007536532,0.000005756878,0.00003016123,0.0001183909,0.00000552565,0.0000170749,0.000652168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0228812,"threshold_uncertainty_score":0.8246082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042881531293951,"score_gpt":0.333926594372052,"score_spread":0.2934977790591125,"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."}}