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Get Started Free →Use when drafting or polishing an Agricultural Systems (AgSy) manuscript so it reads clearly for a systems-science audience, follows the journal's format, and meets front-matter requirements (abstract <= 250 words, Highlights, graphical abstract). Research papers run to about 8,000 words (no hard cap). Tightens prose and format; it does not invent content.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✓→✓ | = Same ✓ | 53% | 0% |
| case-07 | ✓→✓ | = Same ✓ | 61% | 0% |
| case-08 | ✓→✓ | = Same ✓ | 71% | 0% |
| case-09 | ✓→✓ | = Same ✓ | 58% | 0% |
| case-10 | ✓→✓ | = Same ✓ | 58% | 0% |
An AgSy paper must be readable by a broad systems-science audience — agronomists, modellers, economists, and environmental scientists — and prepared with the journal's front matter. This skill is about communicating a systems analysis clearly and meeting Elsevier's format, not about generating claims.
the interaction/trade-off in question, the modelling approach, and why the result matters. Don't make a reader dig for the "so what."
in your exact subsystem can follow (see agsy-systems-framing-and-modeling).
before meeting its equations.
it. Avoid "the model shows…" without saying what it shows about the system and why it matters.
trade-offs → implications.
— often a conceptual system diagram or a trade-off result; live-check current size/format specs.
elsarticle for LaTeX).
where applicable (see agsy-submission).
Write each section to answer the question a systems referee raises there. Title: name the system and the trade-off, not just the crop. Abstract: lead with the interaction, end on the decision (≤250 words). Introduction: state boundary, interaction, model, and stakes by the last paragraph. Methods: plain-language model first, equations second. Results/Discussion: lead with the trade-off, then tie it to the decision and match claims to uncertainty.
Before (buries the system): "Simulations were run for several management options and yields compared across scenarios." — passive, no interaction, no trade-off, no decision.
After (systems-first): "A whole-farm bioeconomic model shows that shifting 30% of area to a legume intercrop raises modelled gross margin ~8% but increases nitrogen surplus ~14%, sharpening a margin–environment trade-off advisers must weigh when targeting rotation subsidies." — interaction, quantified trade-off (illustrative), and decision in one sentence.
diagram early; define the hierarchical level explicitly.
engage both the domain and modelling literatures (see agsy-literature-positioning).
expectations; confirm exact requirements on the current author guidelines.
【Systems contribution stated by end of intro?】[Y/N]
【System defined early?】boundary + components + level? [Y/N]
【Abstract】word count (≤250)
【Highlights + graphical abstract】prepared? [Y/N]
【Length】near ~8,000 words; extras moved to supplementary? [Y/N]
【References + declarations】styled + CRediT/COI/funding/AI disclosure ready? [Y/N]
【Next】agsy-impact-and-implications../../resources/external_tools.md — reference managers and Elsevier typesetting tools../../resources/official-source-map.md — abstract cap, Highlights, graphical abstract, declarationsOther measured skills in the registry, with their headline benchmark lift.