DOI: 10.5281/zenodo.18226887
title: UTMF v5.2 FULL_DETAILS Metadata Archive 2 (Empirical and Synthetic Datasets)

description: This archive contains a complete Unified Temporal–Measurement Framework (UTMF)v5.2 FULL_DETAILS metadata snapshot, generated on 2026-01-03 (UTC).

The JSON file stores all subset-level multifractal measurement outputs producedby UTMF v5.2, together with the full configuration state required for deterministicreconstruction of downstream analyses.Specifically, the archive includes:





validated subset-level fractal-dimension estimates;




full multifractal configuration parameters (scales, detrending order, moment grid);




quality control and stability diagnostics for each subset;




dataset metadata and provenance information;




an embedded snapshot of the multifractal detrended fluctuation analysis (MFDFA)implementation used at runtime (jedi_mfdfa).



The archive contains both empirical datasets and synthetic reference datasets,all processed through the identical UTMF v5.2 pipeline without domain-specific tuningor preprocessing.

Derived quantities and post-processing

Higher-level quantities are not stored explicitly in this JSON file.Instead, they are reconstructed deterministically in post-processing from thearchived subset-level outputs.

These include, but are not limited to:





dataset-level Fractal Asymmetry Theory (FAT) feature vectors;




hierarchical embeddings and clustering in FAT space;




Emergence Depth (ED50_{50}50) and related emergence metrics;




incremental ensemble construction statistics;




rank stabilization, volatility, and insertion-impact diagnostics;




post-emergent trajectory measures and confinement analyses;




Fractal Asymmetry Kernel (FAK) statistics and update distributions.



Because all subset-level measurements and configuration parameters are preserved,all such quantities can be reproduced exactly without rerunning the UTMF pipelineor accessing any raw measurement data.

Reproducibility and intended use

This metadata archive is designed to support fully reproducible downstreamanalysis of multifractal asymmetry structure under a unified measurement protocol.

Using only this JSON file and appropriate analysis scripts, researchers can reproduce:





hierarchical and relational analyses in FAT space;




Emergence Depth and incremental emergence experiments;




post-emergent structural trajectory analyses;




empirical confinement and compatibility envelope estimation;




kernel-level analyses of asymmetry update statistics.



The archive is paper-agnostic by design.It is intended as a stable reference snapshot that can be reused for multiple,methodologically distinct studies without modification.

Relation to published work

This metadata archive is referenced by, but not limited to, the following works:





The Fractal Asymmetry Kernel (FAK): A Universal Statistical Geometry ObservedAcross Multifractal Measurements (DOi: 10.5281/zenodo.18227029)



All  studies operate exclusively on archived UTMF outputs and derivesresults deterministically in post-processing.Overlap in metadata usage does not imply overlap in analytical scope or conclusions.

Scope and exclusions

This archive does not include:





raw experimental or observational measurements;




UTMF execution code beyond the embedded MFDFA snapshot;




domain-specific preprocessing scripts;




derived analysis results, figures, or tables.



All upstream software, raw datasets, and analysis code are archived and citedseparately in the corresponding publications.

Summary

This UTMF v5.2 FULL_DETAILS metadata archive provides a complete, immutable,and reusable record of subset-level multifractal measurements across a heterogeneousensemble of empirical and synthetic datasets.

It enables transparent verification, independent reuse, and long-term archival ofempirical results in Fractal Asymmetry Theory, Emergence Depth analysis, andFractal Asymmetry Kernel studies, without reliance on rerunning measurement pipelinesor accessing raw data.