Shape research notes into a concise gap statement with a clear known context, limitation, unresolved need, and study purpose. The builder accepts labeled lines or ordinary notes, identifies available components, and produces a transparent draft plus a missing-information checklist. It supports proposal planning without claiming that a gap exists; researchers must confirm novelty through a current, systematic literature search.
The output assembles the supplied topic, established knowledge, limitation, gap, and purpose into a coherent research-gap paragraph.
A polished statement is not evidence of a real gap. Verify scope, recency, and novelty in the relevant scholarly literature.
Input: Topic: Online feedback in secondary mathematics Known: Studies report that rapid feedback can improve revision behavior. Limitation: Most studies examine university writing courses. Need: Evidence from secondary mathematics classrooms is limited. Purpose: Compare two feedback schedules across one semester.
Expected check: The report identifies and organizes the relevant patterns in this sample, with sentence or component details that can be verified against the input.
Processing occurs locally in the browser with deterministic JavaScript rules. Sentence boundaries, word forms, cue phrases, and labeled fields are analyzed without an external API.
Heuristics cannot fully interpret syntax, meaning, disciplinary conventions, or source credibility. Treat the report as a revision checklist, not a definitive evaluation.
It uses transparent rule-based text patterns, so it is useful for screening and revision but cannot replace contextual reading or full linguistic analysis.
No. The analysis runs in your browser, although files you later save or share are outside the tool’s control.
You can use the report to revise or organize your own work, but verify every classification and follow your institution’s authorship and citation rules.
Abbreviations, unusual punctuation, discipline-specific terms, implied relationships, and syntactic ambiguity can all affect heuristic analysis.
Return to the original passage, inspect each flagged item in context, and make only changes that improve accuracy, clarity, or argumentative structure.
| Field | Meaning |
|---|---|
| Findings | Patterns detected by the tool’s documented rules |
| Context | Sentence or component used for manual verification |
| Export | Structured data for later review |
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