The Complete Cosmic Blueprint Laboratory-Grade Reproducibility PDF

Author’s Technical Note — Laboratory-Grade Reproducibility Package

The Complete Cosmic Blueprint: Sub-Percent Determination of the Universe’s Composition after Resolving the Hubble Tension

Paper 3 DOI : 

https://doi.org/10.5281/zenodo.17379338

(Pre-release documentation; executable ZIP forthcoming)

This document accompanies the paper, "The Complete Cosmic Blueprint: Sub-Percent Determination of the Universe’s Composition after Resolving the Hubble Tension”, which forms Part III of the Precision Cascade research series. It provides a complete, transparent description of the datasets, computational workflows, and validation framework used to derive the full cosmic energy-density composition and validate universal flatness to sub-percent precision.

This dataset provides the extended, human-readable curvature and flatness analysis used as the geometric baseline for The Complete Cosmic Blueprint (Paper 3 in a six-paper precision-cosmology series). It compiles multi-probe curvature constraints (Ωₖ) from CMB geometry, BAO geometry, SN Ia geometry, H₀-enhanced geometry, weak and strong lensing, and standard-siren luminosity distances. All measurements are documented exactly as used in the analysis, with uncertainties (σ), normalization notes, provenance, and methodological guardrails.Using inverse-variance weighting, the combined curvature estimator yields Ωₖ* ≈ 0.000 with an uncertainty σ(Ωₖ*) ≈ 0.0007, validating spatial flatness at >6σ significance—consistent with the full sub-percent cosmological model presented in the accompanying publication.The dataset includes: (1) geometric_constraints.csv, (2) golden_outputs.csv, (3) human-readable derivations, (4) code for minimal and full replication, (5) protocols, (6) supplements, (7) SHA-256 checksums, and (8) a continuous-integration workflow for audit-grade reproducibility. All scientific values are preserved exactly, with no modification or interpretation. This release represents the transparent, static, human-readable component of the larger Lab-Grade Reproducibility Package that will accompany the full cosmological analysis. This release continues the series’ commitment to audit-grade transparency, rigorous reproducibility, and independent verification of discovery-level cosmological findings.

DescriptionThis record contains the complete human-readable curvature and geometric-flatness dataset that supports The Complete Cosmic Blueprint: Sub-Percent Determination of the Universe’s Composition after Resolving the Hubble Tension (Daniel Jeffrey, 2025). It documents the geometric curvature baseline used in the larger sub-percent cosmological model and provides a fully transparent, static, text-based version of the curvature replication pipeline.

This dataset is intentionally designed to be:

Static: all values and equations are preserved exactly as used—no transformations, reinterpretations, or automated recalculations.

Human-Readable: formatted for clarity, reviewability, and scholarly inspection, without requiring execution of code.

Audit-Grade: includes provenance, derivations, validation targets, and reproducibility guardrails.

Machine-Ready: dataset files (CSV), code (Python), and workflows (CI) correspond exactly to the human-readable documentation.

The full dataset includes:

1. Core Data Files

data/geometric_constraints.csvMulti-probe curvature measurements (Ωₖ, σ) from Planck, CMB+BAO, CMB+SN, H₀-enhanced geometry, weak lensing, strong lensing, and gravitational-wave luminosity distances.

data/golden_outputs.csvExpected values and tolerances for validating the reproduction of Ωₖ*, σ(Ωₖ*), and flatness significance.

2. Documentation & Provenance

data/provenance.md — Source explanations and harmonization rules

supplements/derivations.pdf — Human-readable canonical derivations

audit_notes.md, assumptions.md, glossary.md

3. Code (Reproducibility Scripts)

code/minimal_run.py — Deterministic quick-check calculation

code/reproduce_geometry_flatness.ipynb — Full notebook replication

code/export_results.py — Consolidation and archival

All scripts are transparent, complete, and free of placeholders.

4. Protocols & Environment

protocol/replication_protocol.md — Step-by-step instructions

protocol/runbook.md — High-level checklist

protocol/environment.yml and protocol/requirements.txt — Reproducible runtime environment

5. Continuous-Integration Workflow

.github/workflows/reproducibility.ymlAutomated pipeline that executes the full replication and validates outputs against golden values.

6. Integrity & Transparency

checksums/sha256sums.txt — Bit-level integrity verification

metadata.json, LICENSE, README.md

This dataset directly corresponds to the curvature subsystem used in the main paper’s fully correlated Bayesian cosmological model. It is intended as the transparent, inspectable foundation for the forthcoming executable ZIP archives, allowing researchers, reviewers, and institutions to audit and verify the geometric-flatness component of the analysis independently.

Additional Notes

This dataset corresponds to Paper 3 in the six-paper series establishing AI-assisted precision cosmology as a reproducible scientific discipline.

All values and equations are preserved exactly as originally used.

This dataset is not a recalculation of the full cosmological model—it is the geometric baseline feeding into it.

A machine-executable ZIP archive will be released after this static human-readable version, completing the Lab-Grade Reproducibility Package.

— Daniel JeffreyIndependent Researcher (2025)