Metadata-Version: 2.4
Name: refereed
Version: 0.1.1
Summary: Client for the Quilio hosted paper-review service.
Author: Quilio Ltd
License: Proprietary
Project-URL: Homepage, https://quilio.dev/pricing
Keywords: peer-review,research,papers,manuscript
Classifier: Programming Language :: Python :: 3
Classifier: License :: Other/Proprietary License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.9
Description-Content-Type: text/markdown

# refereed

Client for the Quilio hosted paper-review service.

A paper is submitted to the API and reviewed by seven independent reviewers
(correctness, novelty, methodology, citations, reproducibility, writing, and an
adversarial reading), then a synthesiser combines their reports into a single
recommendation.

## This package is a client

Reviews execute on Quilio infrastructure. This distribution contains no
reviewer prompts, no persona definitions and no scoring weights. A Quilio API
key is required.

Access and pricing: https://quilio.dev/pricing

## Usage

```python
from refereed import review

r = review(open("paper.md").read(), api_key="qk_...", title="Paper title")

r.weighted_score      # weight-weighted mean of reviewer scores
r.recommendation      # accept | minor_revisions | major_revisions | reject
r.major_concerns      # concerns marked major, with the reviewer that raised each
```

`QuotaExceeded` is raised when the account's review quota for the period is
spent. `ReviewError` covers transport and API failures. Transport is injectable
for proxied environments.

## Related, free and open source

- [citeverify](https://pypi.org/project/citeverify/): checks whether the
  references in a bibliography exist, against OpenAlex, Crossref and arXiv.
- [corpus-lens](https://pypi.org/project/corpus-lens/): keywords, rhetorical
  fingerprints, similarity and embeddings across a whole corpus.

Both are MIT licensed and run locally with no account.

## Note on 0.1.0

Version 0.1.0 was published briefly and withdrawn. Use 0.1.1 or later.

## Licence

Copyright (c) 2026 Quilio Ltd. All rights reserved.
