{"id":"W4412842852","doi":"10.1017/s0305004125000416","title":"Regularity of non-autonomous self-similar sets","year":2025,"lang":"en","type":"article","venue":"Mathematical Proceedings of the Cambridge Philosophical Society","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Engineering and Physical Sciences Research Council; University of St Andrews","keywords":"Mathematics; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001513944,0.0004300312,0.001226376,0.00006113159,0.0001970734,0.00004880906,0.001176049,0.0004641651,0.00004643836],"category_scores_gemma":[0.001495601,0.0002929844,0.001175872,0.0007299939,0.0006591216,0.0001440554,0.0008235201,0.0006785225,0.000008249467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281761,"about_ca_system_score_gemma":0.00009199941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002219988,"about_ca_topic_score_gemma":8.685826e-8,"domain_scores_codex":[0.9966974,0.00002388614,0.001466931,0.0004793034,0.000832487,0.0004999535],"domain_scores_gemma":[0.9971341,0.0008929826,0.0006853025,0.0005874613,0.0005357336,0.0001643512],"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":[0.00002062592,0.001140455,0.0001648067,0.005719323,0.0003022327,3.7209e-7,0.0003145844,6.22554e-7,0.004105856,0.9816288,0.006502975,0.0000992924],"study_design_scores_gemma":[0.0005705463,0.00006148573,0.0004029936,0.0007368678,0.0003538236,0.00000951856,0.0001043509,0.02608398,0.007097726,0.9641874,0.0001298301,0.0002615138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7978504,0.00006956299,0.008675938,0.02349768,0.0002072951,0.002176268,0.00009117421,0.0002930518,0.1671387],"genre_scores_gemma":[0.9427515,0.000013977,0.05607857,0.0004172487,0.00007159467,0.00005414825,0.000001465274,0.00004994117,0.0005615304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665771,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028729866495759,"score_gpt":0.2870234709579737,"score_spread":0.2667361722930161,"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."}}