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Review

Review lenses flag mechanical and bibliographic issues. None of them certify that the paper is ready to submit.

Last updated Sep 25, 2026

On this page
  • Source quality
  • AI-use footprint
  • Consistency
  • Citation-worthiness
  • Other lenses
  • Similarity check
Rivul AI editor beside its Preflight panel, which lists draft review, submission readiness, citation-worthiness, source quality, AI-use footprint, and consistency checks.
Drafting, claim checks, and readiness review are separate modes. This keeps a clean automated check from being mistaken for scholarly approval.

Source quality

  1. Step 1: Open Preflight.
  2. Step 2: Click Source quality.
  3. Step 3: The check looks up retraction and preprint status for cited records (Crossref and related metadata). It is deterministic and does not call the drafting model.

Source quality is not applied automatically on export. Run it before you submit.

AI-use footprint

  1. Step 1: Open Preflight.
  2. Step 2: Click AI-use footprint.
  3. Step 3: The inspector reports how much of the draft carries Rivul AI's own AI-origin marks, for the whole document and per section. It counts characters Rivul AI wrote or revised for you, so it is a record of this editor's actions, not a detector. Text pasted in from another tool reads as yours, and a sentence you rewrote by hand over an AI draft can still read as AI. Treat it as an authoring aid, never as evidence you can offer a venue.

Consistency

  1. Step 1: Open Preflight.
  2. Step 2: Click Consistency check.
  3. Step 3: The report covers four mechanical inconsistencies: US and UK spellings mixed in one draft, Fig. against Figure reference styles, an acronym used before it is defined, and spelled-out numbers mixed with digits. It checks style, not values, so it cannot tell you that two sections report different numbers for the same quantity, and it does not compare mathematical notation. Apply a suggested fix only after you read the surrounding sentence.

Citation-worthiness

  1. Step 1: Open Preflight.
  2. Step 2: Click Citation-worthiness.
  3. Step 3: Claim-style sentences without a citation are listed. Insert a Cite marker or rewrite the sentence.

Other lenses

Draft review is the only Review lens that calls a model. It sends the whole draft and its reference list, then asks for a reviewer's critique: unsupported or overstated claims, missing or suspicious citations, contradictions, and clarity, each with the passage quoted and a fix suggested. Because a model writes it, the report varies between runs and is an opinion, not a finding. Counting how many of a sentence's terms appear in its cited passage is a separate check: open Claims, then Check claim, described under Claim checking.

Submission readiness searches the draft for the markers reviewers look for (a baseline comparison, formal notation, an ablation, a limitations statement, statistical anchors) and quotes the text that matched. It is a keyword scan, not a review: it does not call a model, score the paper, or recommend a decision. The report arrives as plain text you can insert.

Proofread flags grammar and clarity.

Tone of voice… restyles the selection (or the paragraph at the cursor).

Similarity check

  1. Step 1: Open Preflight.
  2. Step 2: Click Similarity check.
  3. Step 3: Each flagged sentence shows its match percentage, the library source, and the sentence quoted. A sentence of at least 8 words is flagged when 70% or more of its 8-word sequences appear in one source.

The check compares the draft only with the extracted text of your 20 most recent library documents, never the web, and does not call a model. No result is not proof of originality.

Related guides

  • PapersThe editor for drafts: grounded autocomplete, tracked changes, rewrite, equations, figures, Word import, and version history.
  • CitationsInsert metadata-backed records from the Rivul Index or your Library. Five styles stay in sync.
  • Claim CheckingCompare the wording of a selected sentence to extracted library passages. A title is not evidence.
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Something here wrong or missing? Use the contact form.

On this page

  • Source quality
  • AI-use footprint
  • Consistency
  • Citation-worthiness
  • Other lenses
  • Similarity check
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