Scholix
AI peer review for your research paper — before you submit
What it does
Scholix is an AI research platform built for PhD students and academics. Paste your abstract and get simulated peer review, acceptance score, and journal matching in under 60 seconds. It also includes 10+ research tools: thesis validator, literature review builder, research gap finder, conceptual model designer, PDF chat, survey creator, and scientific simulations. Free to start. Used by 500+ researchers across 40+ countries.
Does the same job
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I built an AI-powered research agent designed to efficiently discover, summarize, and cite relevant academic papers based on user queries. As a university student, I've written my share of essays and have also served as a copy editor for our student newspaper. During fact-checking, I noticed that Google often prioritizes unreliable and unscholarly resources—such as Medium articles, Reddit posts, and LinkedIn content—in its top results over scholarly ones. For instance, searching "Transformers" yields six blogs and articles before finally listing the Vaswani (2017) paper. This makes gathering…
- APAI Peer Reviewer – Multiagent system for scientific manuscript analysis2025 · github.com · ▲108
After waiting 8 months for a journal response or two months for co-author feedback that consisted of "looks good" and a single comma change, we built an AI-powered peer review system that helps researchers improve their manuscripts rapidly before submission. The system uses multiple specialized agents to analyze different aspects of scientific papers, from methodology to writing quality. Key features: 24 specialized agents analyzing sections, scientific rigor, and writing quality // Detailed feedback with actionable recommendations. // PDF report generation. //…
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