Immutable specification
The original configuration and a self-contained reproduction specification are preserved.
SCIENTIFIC PACK 07
From a frozen input identity to paper-ready results.
The experiment orchestrator runs HeatAQ Nexus from one immutable JSON specification and produces complete model metrics, uncertainty diagnostics, SVG figures, HTML and Markdown reports, provenance manifests, reproduction commands, SHA-256 verification and a candidate release archive.
ONE COMMAND
Run, report, package and verify
heatsafe-experiment run --spec experiment.json --output artifacts/run --repository-root .
No paid AI API is required. Synthetic, CSV and frozen-snapshot input modes are supported.
OUTPUT CONTRACT
Every publishable artifact in one directory
Canonical input
The exact benchmark table is copied into the bundle and protected with SHA-256.
Complete metrics
All evaluated models remain available; weaker or negative results are not hidden.
Uncertainty figures
Coverage, interval width, event F1 and best-model MAE are exported as inspectable SVG.
Paper-ready reports
Markdown and standalone HTML summarize methods, results, limitations and reproduction commands.
Candidate release
Citation and repository metadata are prepared without automatically minting or claiming a DOI.
VERIFIABILITY
Evidence that can be checked independently
Every non-release artifact
Python workflow matrix
Train, calibration and test
Input, specification and commands
FIRST REAL OFFICIAL-SOURCE RUN
US EPA AQS PM2.5 · Alameda County · 2025
Acquire an immutable official snapshot, select one station by a declared continuity rule and generate a verified paper-ready forecasting report. Credentials remain local and are never committed.
SCIENTIFIC RELEASE REVIEW
Prepare a checksum-verified, Zenodo-ready candidate archive.
Package the completed official EPA experiment with reports, canonical input, provenance, publication metadata and a mandatory human review gate. No DOI is minted automatically.