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Reproducibility Hardening

Deterministic documentation mode

When gp3ml.reproducible_examples is TRUE, report timestamps and session details use deterministic documentation placeholders rather than build-session values. Research use outside documentation retains the real runtime metadata.

volatile <- c(
  paste0(
    "Generated",
    ": 2026-07-25 23:26:03 UTC"
  ),
  paste0(
    "<environment: 0x",
    "000001234ABCDEF0>"
  )
)

normalize_gazepoint_artifact_text(volatile)
#> [1] "Generated: <timestamp> UTC" "<environment: <ADDRESS>>"

Audit generated text

example_file <- tempfile(fileext = ".md")
writeLines(
  paste0(
    "Generated",
    ": 2026-07-25 23:26:03 UTC"
  ),
  example_file
)
audit <- audit_gazepoint_reproducibility(example_file)
audit
#>  gp3ml reproducibility audit: review (1 files, 1 findings)
plot(audit)

unlink(example_file)

Before publication, the same audit can be run over generated docs/ output to identify runtime-specific paths, addresses, or generated timestamps.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.