mechanical and recoverable

In the context of China's national and provincial civil-service examination (国家公务员考试 and 省考), the申论 (Shenlun) paper is graded on a logic that exam strategists describe as "mechanical and recoverable" (机械可恢复). The term captures two linked ideas: that marking of the short-answer comprehension and summarisation questions (归纳概括题、综合分析题、对策题) is mechanical, proceeding by counting discrete "scoring points" (采分点) that examiners have pre-extracted from the source materials (给定资料); and that the correct answer is therefore recoverable, meaning a disciplined candidate can reconstruct it almost entirely from the passages without external knowledge, because every awarded point already exists, in substance, somewhere in the given materials. The principle rests on the official grading practice published in successive 国家公务员局 examination outlines and reflected in graders' rubrics, where each objective sub-question carries a fixed total mark divided among a finite list of keyword-bearing points.

Operationally, the mechanical-and-recoverable model shapes how candidates are trained to write. Graders compare the answer sheet against a standard answer (参考答案) and award marks for each matched point, frequently keying on specific nouns or "high-frequency words" (高频词) and standard administrative vocabulary (规范词). Because marks attach to substance rather than elegance, the dominant tactic is point-based extraction (要点提炼): scan the materials, locate every fact, cause, problem, or measure relevant to the question stem, compress each into a keyword-led clause, and arrange them by category (分类) so that no scoring point is buried or omitted. The "recoverable" claim means that for the small-mark objective questions the answer is essentially closed-book relative to the booklet — invention and outside opinion earn nothing and risk diluting matchable content. This logic governs the comprehension questions but explicitly does not extend to the essay (文章写作 / 大作文), which is scored holistically on argument, structure and expression.

In current (2026) preparation practice, "mechanical and recoverable" remains the organising slogan of mainstream Shenlun coaching for objective questions, taught alongside techniques such as 关键词法 (keyword method), 分条作答 (itemised answering with serial numbers), and reverse-engineering past standard answers to infer how points were distributed. Major test-prep providers structure their drills around the assumption that 70–80 percent of objective-question marks are mechanically recoverable from the materials, with the remainder turning on accurate paraphrase and logical ordering.

For the exam itself, the concept is foundational to the 申论 paper across both the national 国考 and provincial 省考 systems, and it directly determines a candidate's method on every sub-question except the final essay. The typical testing angle is not a definition asked outright but the practical demand to extract, categorise and itemise scoring points under time pressure; understanding that grading is mechanical tells the candidate to maximise matchable keyword density and minimise unscored prose, while understanding that points are recoverable tells the candidate to stay disciplined within the given materials rather than importing personal commentary.