{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008906132,0.0001832248,0.0005064216,0.001371705,0.0007293719,0.001180371,0.0006434329,0.0005866077,0.001007424],"category_scores_gemma":[0.004489597,0.0002345798,0.0003985006,0.0003569004,0.002137983,0.001306785,0.001414265,0.0005828328,0.000105456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005860715,"about_ca_system_score_gemma":0.0001495425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004529113,"about_ca_topic_score_gemma":0.0002680296,"domain_scores_codex":[0.9994405,0.0001229436,0.00003947493,0.0001308449,0.0002027772,0.0000634618],"domain_scores_gemma":[0.9975947,0.001031686,0.0004341232,0.0002197188,0.0003634012,0.0003563941],"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":[0.0001537748,0.0000575875,0.0134021,0.0001177396,0.00008335129,0.0006436873,0.0008651621,0.01957877,0.02087,0.93896,0.0008087001,0.004459308],"study_design_scores_gemma":[0.00005408162,0.0001138988,0.02475336,0.00004508762,0.00004081329,0.001342209,0.0008330586,0.2414599,0.007894627,0.7189566,0.004452606,0.00005365732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480949,0.0002492911,0.04387604,0.0002571338,0.00002559181,0.00001764016,0.00006806217,0.00002935568,0.007382066],"genre_scores_gemma":[0.9964784,0.0000465275,0.002470494,0.00003043437,0.00002359874,0.00001139916,0.00006537887,0.000005016576,0.0008686594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371705,"threshold_uncertainty_score":0.004710078,"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."}}