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  "Title": "Behavioural Reproducibility Auditing for R Projects",
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  "Description": "Audits R scripts for behavioural reproducibility risk.\nScans scripts for qualified package::function calls and checks\nthem against a curated database of known silent breaking\nchanges across popular CRAN packages. Flags stochastic calls\nlacking set.seed() and detects locale-sensitive operations that\nmay produce different results across systems. Supports baseline\ncertification of analytical outputs so that silent numerical\ndrift can be detected across package upgrades or platform\nchanges. Generates human-readable audit reports suitable for\nacademic submission or pharmaceutical QC workflows. For more\ndetails see <https://github.com/repro-stats/reproducr>.",
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  "Maintainer": "Ndoh Penn <ndohpenn9@gmail.com>",
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      "title": "reproducr: Behavioural Reproducibility Auditing for R Projects",
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        "reproducr"
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      "title": "Audit an R script for reproducibility risks",
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      "title": "Check whether breaking-changes database entries are stale",
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      "title": "List all certifications stored in a certification file",
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      "title": "Generate a reproducibility status badge",
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      "title": "Generate a human-readable reproducibility report",
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      "page": "risk_score",
      "title": "Score function calls for reproducibility risk",
      "topics": [
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        "Check 1: \"changelog\" — the breaking-changes database",
        "Check 2: \"seed_check\" — missing set.seed()",
        "Check 3: \"locale_check\" — locale-sensitive operations",
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        "Style: \"pharma\"",
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        "All nine combinations",
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        "Inserting into README.md",
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        "Full CI pipeline"
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      "title": "Getting started with reproducr",
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      "headings": [
        "What is reproducr?",
        "Why this matters — real failure modes",
        "Scenario 1 — The collaborator upgrade problem",
        "Scenario 2 — The server deployment problem",
        "Scenario 3 — The renv false sense of security",
        "Tier 1: Scan and score",
        "Auditing a script",
        "Scoring for risk",
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        "Checking for drift",
        "Tier 3: Report and export",
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