{"id":"W4403914861","doi":"10.1142/s0219477525500191","title":"Multifractal Detrended Fluctuation Analysis, Cross-Correlation and Clustering of Global 7Be Activity Concentration","year":2024,"lang":"en","type":"article","venue":"Fluctuation and Noise Letters","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multifractal system; Detrended fluctuation analysis; Statistical physics; Cluster analysis; Correlation; Statistics; Physics; Mathematics; Econometrics; Fractal; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699184,0.000123446,0.0002917414,0.0001717891,0.00009818441,0.000216427,0.00004042546,0.00006599512,0.0001636699],"category_scores_gemma":[0.00004309001,0.0001381229,0.0001109451,0.000609461,0.0000638374,0.0005338198,0.00002800993,0.00006470618,0.00001735385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009267289,"about_ca_system_score_gemma":0.000008401815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008397102,"about_ca_topic_score_gemma":0.000274542,"domain_scores_codex":[0.9990034,0.00002121985,0.0004375537,0.0003503851,0.00006274122,0.0001247271],"domain_scores_gemma":[0.9995248,0.00004817953,0.0002161039,0.0001317273,0.00003106807,0.00004813137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002344279,0.0001047473,0.7620643,0.0005333151,0.00265093,0.000008979421,0.004252883,0.03746295,0.0293778,0.06426194,0.0003569468,0.09869076],"study_design_scores_gemma":[0.000204774,0.00001324441,0.4022985,0.000009739404,0.0000808636,0.000001796555,0.00001994343,0.5964524,0.00008454334,0.0004540586,0.0002766541,0.0001035915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8501693,0.0006674007,0.1477974,0.0006724091,0.0001950183,0.0001151669,0.00006511698,0.00003156129,0.0002866007],"genre_scores_gemma":[0.9993708,0.00005941608,0.000263735,0.00007808467,0.00007067811,0.00000705194,0.00008654487,0.00000750463,0.00005621599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589894,"threshold_uncertainty_score":0.5632489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588399666770714,"score_gpt":0.2475262369966787,"score_spread":0.2316422403289716,"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."}}