aigc-detector-rewriter

Detect AI-generated writing-risk patterns in English and Chinese thesis text, score paragraphs by external-detector-informed risk, and revise selected high-risk passages while preserving meaning, citations, variables, hypotheses, data, statistical conclusions, and document structure. Uses iterative, externally re-tested, chapter-by-chapter, minimal-edit revision rounds that never regenerate whole paragraphs, never accept a rewritten candidate as a new baseline when a comparable external re-test shows regression (before re-test it is only a candidate), never shrink the paper, never merge paragr