🚀 AI Desk Screening Pro for OJS: Revolutionize Your Journal Management!

Are you an Editor-in-Chief or Journal Manager exhausted from manually screening dozens to hundreds of incoming submissions every month? How much of your valuable time is wasted reading manuscripts that are completely out of scope, poorly written, or have high plagiarism risks?

Introducing AI Desk Screening Pro, a revolutionary plugin for Open Journal Systems (OJS) 3.4 & 3.5 that transforms your editorial dashboard into a powerful, AI-driven assistant.

🌟 Why Your Journal Needs This Plugin

The Desk Review process (the initial screening before sending a paper to reviewers) is the most crucial yet time-consuming stage in publishing. If a bad manuscript slips through, you waste your expert reviewers' time. If you screen them all manually, you lose time for actual journal management and growth.

AI Desk Screening Pro cuts down your initial screening time from hours to mere seconds. With just one click, the AI will read, analyze, and provide a comprehensive recommendation on whether the manuscript deserves to proceed to Peer Review or should be Desk Rejected.

⚙️ How Does It Work?

This plugin works seamlessly and integrates directly into your OJS interface:

1. The Magic Button: Once installed, an interactive "🤖 Run AI Pre-Screening" Floating Action Button (FAB) automatically appears in the corner of your screen when viewing a submission.
2. Automatic Extraction: When clicked, the system instantly extracts the Title, Abstract, Keywords, and reads the author's full manuscript file (DOCX) and PDF automatically.
3. Lightning-Fast Analysis: The data is sent to world-class AI models (ChatGPT, Gemini, DeepSeek, etc.) to be analyzed using strict academic rubrics.
4. Instant Results on Your Screen: Within seconds, an elegant pop-up window appears providing a quantified score (/10) along with detailed explanations for each metric.

💎 Key Features

✅ Multi-AI Engine Support
Don't want to be locked into a single AI provider? We support the 5 biggest AI engines in the world: OpenAI (ChatGPT), Google Gemini, DeepSeek, Grok (xAI), and Groq. Simply plug in the API Key from your preferred service!

✅ 4 Dimensions of Academic Analysis
The AI doesn't just summarize; it provides quantitative and qualitative assessments on 4 crucial aspects:

• 🎯 Scope Match: Does the manuscript align with your journal's specific Focus & Scope?
• 📝 Language Quality: How is the academic writing? Is the grammar broken, or does it sound like AI-generated text?
• ✨ Novelty & Contribution: Is there a clear research gap and genuine novelty, or is it just repetitive research with no real contribution?
• 🔍 Originality & Similarity: Detects indications of copy-pasted content or high risks of AI-generated text.

✅ API Cost-Saver Mode
Operating on a tight budget for API tokens? Use the "Analysis Scope" setting! You can select the Desk Screening (Title, Abstract, Intro) mode which only extracts the first ~2,000 words of the manuscript. The AI still delivers highly accurate decisions, but your API bill remains incredibly low! (A Deep Analysis option is also available for full-text reading).

✅ Premium & Modern UI/UX
The results modal is designed to be beautiful, interactive, responsive, and seamlessly blends with the OJS dashboard. Powered by smooth micro-animations and elegant loading spinners.

✅ Custom AI Prompting
Have specific criteria for your journal? You can add Custom Instructions in the plugin settings so the AI screens manuscripts according to your journal's specific style and standards.

✅ Full OJS 3.4 & 3.5 Compatibility (SPA Ready)
This plugin is specifically engineered with advanced DOM Injection techniques, making it 100% compatible with the latest Vue.js Single Page Application (SPA) architecture in OJS 3.5 without any navigation errors.