Reproducibility Hardening

In gp3ml: Governance-First Predictive Modelling for 'Gazepoint' Research

knitr::opts_chunk$set(collapse = TRUE, comment = "#>")
options(gp3ml.reproducible_examples = TRUE)
library(gp3ml)

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)

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
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.

gp3ml documentation built on Aug. 23, 2026, 5:11 p.m.