{"id":"source-quality-determines-derivation","text":"Source document quality is the primary determinant of derivation quality. Technical/operational documentation (procedures, configurations, specs) produces 13-31% invalid rates with mostly softenable errors. Marketing/strategy documentation (assertions without evidence) produces up to 70% invalid rates with destructive retractions. The derive-review pipeline functions as a document quality assay.","truth_value":"IN","source":"repo:beliefs-pi/entries/2026/05/29/tms-as-bullshit-detector-marketing-claims-dont-survive-review.md","source_url":"","source_hash":"","justifications":[],"dependents":[],"metadata":{},"created_at":"","updated_at":"","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"source-quality-determines-derivation","truth_value":"IN","reason":"premise"}]}}