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Get Started Free →Use when drafting or polishing the prose of an Annals of the American Association of Geographers manuscript — Chicago Manual of Style (author-date), the 11,000-word inclusive cap, the 3-5 italicized keywords, and writing that reads as geography for a broad disciplinary audience. Polishes prose and format; it does not generate findings.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 105% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 78% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 65% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 41% | 0% |
The Annals reaches the whole discipline of geography across four areas. The prose must make a specialist contribution legible to geographers outside the subfield, follow Chicago Manual of Style (author-date), and fit a cap that counts almost everything (检索于 2026-06;以官网为准).
captions — budget the whole document, not just the body. Forums and Commentaries differ (see aaag-submission).
Aim for: question → geographic stake (space/place/scale/environment-society) → why it is hard → setting & design → headline finding with mechanism → portable contribution → brief roadmap. By the end of the introduction a geographer in another area should know the question, the argument, the evidence, and why it matters to geography broadly.
aaag-theory-building).aaag-literature-positioning).geography paper's stakes (or vice versa), the framing is too inside-baseball.
11,000 words — a "10,000-word body" can still be over.
scale, or region is constitutive of the claim.
【Citation style】Chicago author-date consistent? [Y/N]
【Abstract + keywords】3-5 italicized, alphabetized? [Y/N]
【Word count】total incl. notes/tables/captions/refs vs. cap
【Intro arc】question → stake → finding → portable contribution early? [Y/N]
【Cross-area legibility】jargon defined; reads as geography? [Y/N]
【Next】aaag-transparency-and-data../../resources/worked-examples/01-introduction.md — before→after Annals-style introduction../../resources/official-source-map.md — Style Sheet, keyword, and word-cap factsOther measured skills in the registry, with their headline benchmark lift.