Understand your results2 min readUpdated 2026-11-09

How to read your novelty score

The novelty check scores your concept, proposal, base papers and a sample experimental result out of 100, each with a reason, then combines them into a final score shown against the threshold you set. A score below your threshold is a prompt to strengthen the idea, not a verdict.

In the sample project the final score is 71 out of 100 against a threshold of 75, so the report lists what to strengthen before spending time on code.

Steps

  1. 1

    Look at the final score

    A ring shows the final score out of 100, with a line saying whether it is below or above your threshold.

  2. 2

    Read each input's score

    The concept, the proposal, the base papers and the sample experimental result each get a score with a short reason and the file it came from. In the sample these are 80, 60, 65 and 80.

  3. 3

    Read the open questions

    EasySeer lists what is missing, for example a literature review, a metric or an experiment plan.

  4. 4

    Open context.docx

    This is the project spec every later step builds on. Open it, read it and answer the open questions.

  5. 5

    Approve or request changes

    Approve the spec to unlock code generation, or press Request changes and describe what to fix.

Tips

Raise a weak score by adding what is missing: a proposal, more base papers, a clearer plan

Set your threshold to match how strict your supervisor or field is

Common mistakes

  • Approving a spec you have not opened
  • Reading a high score as proof that a journal will find the work novel

Questions

Is the score a prediction of acceptance?

No. It is a decision aid. Editors and reviewers judge novelty.

What is context.docx?

The project specification EasySeer drafts after the novelty check. You approve it before any code is written.

On the blog: How to check if your research idea is novel before you write the paper (8 min read)

Still stuck? Ask in the tool's chat panel, or email courses@skilldux.com.

Last updated 2026-11-09. EasySeer is AI. It creates only an initial draft from the novel concept you provide, and it is designed to follow academic ethical guidelines.