{"id":"W4399238280","doi":"10.4153/s0008439524000390","title":"Strong digraph groups","year":2024,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digraph; Mathematics; Combinatorics; Group (periodic table); Order (exchange); Discrete mathematics; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001160109,0.0002653204,0.0003322789,0.0004611383,0.0001526709,0.0003150398,0.0004716531,0.0001782282,0.05598823],"category_scores_gemma":[0.001366191,0.0002314783,0.000194751,0.0004435259,0.0002202404,0.00005791773,0.00007100588,0.000545151,0.04758143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633431,"about_ca_system_score_gemma":0.0002665762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989235,"about_ca_topic_score_gemma":0.0009074358,"domain_scores_codex":[0.9976633,0.0001327803,0.000412831,0.000428674,0.000440503,0.0009219014],"domain_scores_gemma":[0.9966618,0.001745105,0.00002437817,0.0005974816,0.00005996333,0.00091127],"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":[0.00000370975,0.0000270205,0.000008744665,0.0004697445,0.00004700898,0.0003088436,0.0003100449,2.437559e-7,0.00002790045,0.8988571,0.09868645,0.001253188],"study_design_scores_gemma":[0.0001094853,0.00004157119,0.00001428772,0.0002841838,0.00003265468,0.00008458305,0.0002234057,0.0006571993,0.00005349229,0.8535855,0.1446439,0.0002697194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2358544,0.001208689,0.01918588,0.02526428,0.0006592034,0.001692591,0.0002306779,0.001384877,0.7145194],"genre_scores_gemma":[0.9780395,0.000009472868,0.004297881,0.0003294992,0.0002840254,0.0001097893,0.00001373054,0.0001430785,0.01677301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7421851,"threshold_uncertainty_score":0.9531601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05413801704753474,"score_gpt":0.3173616013876559,"score_spread":0.2632235843401212,"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."}}