USE CASES

From review issues to an actionable revision path

These anonymized, illustrative scenarios show how ScholarAI organizes risks, manuscript evidence, and revision guidance. They are not customer outcomes or acceptance promises.

ISSUE → EVIDENCE → ACTION

Identify the core issueLocate issues that may affect research credibility, reproducibility, or clarity.

Connect manuscript evidenceLink comments to sections, figures, statistics, references, or source passages.

Define revision actionsProvide checkable, actionable directions in a clear priority order.

TYPICAL SCENARIOS

Different manuscripts, one evidence-led review method

The cases focus on how reports explain issues, without invented names, institutions, journals, or performance figures.

CASE · 01EMPIRICAL STUDY

Statistically significant, but overgeneralized

The abstract presents a group difference as a stable practical effect, while the results report only p-values.

IssueEffect sizes and confidence intervals are missing, and sample and confounding limits are underdeveloped.

Evidence signalMethods §2.3 · Results §3.1

Suggested actionAdd effect sizes and 95% confidence intervals, narrow causal language, and state generalization limits.

CASE · 02REVIEW ARTICLE

An opaque search scope makes evidence selection hard to audit

The methods name databases but omit search dates, query combinations, and inclusion or exclusion steps.

IssueReaders cannot judge coverage or reproduce the screening process.

Evidence signalMethods §2 · Discussion §5

Suggested actionAdd complete search strings, time ranges, criteria, and a flow diagram; align evidence requirements with the review type.

CASE · 03METHODS PAPER

Scattered experimental conditions reduce reproducibility

Parameters, preprocessing, and software versions are split across the manuscript and supplement, with some conditions omitted.

IssueThe core workflow lacks a complete, continuous execution description.

Evidence signalMethods §2.2–2.5

Suggested actionConsolidate environment, processing, parameters, and randomness controls, then add a reproducibility checklist or workflow.

CASE · 04THESIS

Complete chapters, but no research-question closure

The introduction poses several questions, while the conclusion only summarizes the main findings.

IssueThe structure appears complete, but the argument chain and contribution boundaries remain unclear.

Evidence signalIntroduction §1.3 · Conclusion §7

Suggested actionMap each question to methods, results, and conclusions; separate contributions, limitations, and future work.

REPORT STRUCTURE

Resolve credibility risks before polishing expression

Reports group comments into three levels to help authors plan revisions.

Must fix

Method validity, data interpretation, conclusion support, or critical compliance risks.

Suggested

Improvements to argument completeness, reproducibility, and reader understanding.

Optional

Language, structure, formatting, and presentation refinements.

Cases illustrate product output only. Actual comments depend on the manuscript, selected task, and available evidence. ScholarAI does not guarantee submission, review, or acceptance outcomes.

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