{"id":"W4413803332","doi":"10.1112/blms.70137","title":"Irredundant bases for soluble groups","year":2025,"lang":"en","type":"article","venue":"Bulletin of the London Mathematical Society","topic":"Finite Group Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; University of St Andrews","keywords":"Mathematics; Conjecture; Pointwise; Base (topology); Combinatorics; Sequence (biology); Set (abstract data type); Greedy algorithm; Discrete mathematics; Algorithm; Computer science; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.002091468,0.0002326556,0.0005294863,0.00002414514,0.0002916753,0.00004985372,0.0009220343,0.000175059,0.001130977],"category_scores_gemma":[0.00364097,0.0001533192,0.0009034574,0.0002689015,0.0004773323,0.00001921943,0.000542345,0.0002911802,0.00007173394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008700718,"about_ca_system_score_gemma":0.00008104416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000694076,"about_ca_topic_score_gemma":0.000001243431,"domain_scores_codex":[0.9979063,0.0001631537,0.0006320823,0.0003086912,0.0004899622,0.0004998532],"domain_scores_gemma":[0.9929478,0.005698226,0.0001911426,0.0008958596,0.0001951427,0.00007188608],"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":[0.00005493416,0.0003647789,0.00003441374,0.001750275,0.0001210802,2.22871e-7,0.0002731792,0.000001984819,0.0006624583,0.6527019,0.3437677,0.0002670796],"study_design_scores_gemma":[0.0009202481,0.00005576133,0.00002956597,0.0003784984,0.000111293,0.000003596755,0.0004126435,0.001099409,0.006593781,0.9063481,0.0838903,0.0001567816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3110044,0.001094303,0.3844013,0.1334779,0.002070773,0.01335624,0.0002887894,0.0009780937,0.1533282],"genre_scores_gemma":[0.3090935,0.00007690957,0.4752641,0.004774618,0.0003715952,0.001213065,0.00001452116,0.0002560055,0.2089357],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2598774,"threshold_uncertainty_score":0.9997821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04465142141761672,"score_gpt":0.3293701003272249,"score_spread":0.2847186789096081,"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."}}