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bio-logicalgames.com
About this platform & Transparency Credits
bio-logicalgames.com is a free, browser-based platform for learning biology through play — a global classroom where students and teachers explore cells, organelles, and evolution through games, quizzes, and creative challenges. Born in Asia, built for the world.
👩💻 Developer
D.J Olivier
Biology Educator & Web Developer · Philippines
Created bio-logicalgames.com as an interactive biology education resource for students and teachers worldwide. All biology content is personally reviewed and verified for scientific accuracy.
🤖 Built with Google Gemini AI Agent (Antigravity IDE)
🤖 AI Transparency Disclosure
Web Design & Development
This website was designed and developed with AI coding assistants: Google Gemini (Antigravity IDE) for the early build and Claude (Anthropic / Claude Code) for later development; the bio-minigames archive was built using Cursor. The developer directed all design decisions, content structure, game mechanics, and user experience. AI was used as a tool, similar to using Photoshop or an IDE — the intellectual authorship remains with the human developer.
3D Cell Structure Images
The 3D scientific illustrations in the Study Guide were AI-generated using Google Gemini image generation, prompted and reviewed by the developer for biological accuracy. Images are clearly labeled as AI-generated renderings, not clinical photographs.
Mascot, Icon & Era Artwork
Kimpang (the frog-wizard mascot) and the site icon were generated with Grok (xAI). The geologic-era line-art icons were created with Claude (Anthropic). All AI artwork is clearly labeled, reviewed, and integrated by hand by the developer.
Biology Content
All organelle descriptions, quiz questions, facts, and educational content were reviewed and verified by the developer against standard biology textbooks and peer-reviewed sources. AI-generated text was edited for accuracy before publication.
⚖️ License
Creative Commons CC BY-NC 4.0
Free to use for educational & non-commercial purposes with attribution. Not for resale or commercial reproduction.
View full license →
Free to use for educational & non-commercial purposes with attribution. Not for resale or commercial reproduction.
View full license →
📚 How to Cite This Work
APA 7th Edition
Olivier, D. J. (2026). bio-logicalgames.com — Learn Biology Through Play [Interactive web application; AI-assisted development]. https://bio-logicalgames.com
Chicago / Turabian
Olivier, D.J. bio-logicalgames.com. 2026. Developed with AI assistance (Claude, Google Gemini, and Grok). Accessed [date]. https://bio-logicalgames.com.
For AI-Generated Images (APA)
Olivier, D. J. (2026). [3D rendered illustration of (organelle name)] [AI-generated image, Google Gemini]. bio-logicalgames.com. https://bio-logicalgames.com
In Methodology Sections
"The web platform was designed by the author using an AI coding agent (Google Gemini / Antigravity IDE, 2026), with all biological content reviewed and verified by the author prior to publication."
🛠️ Tools & Technologies
🤖 Google Gemini AI
⚡ Antigravity IDE
☁️ Cloudflare Pages
🗄️ Cloudflare D1 (SQL)
💳 PayPal SDK
🔤 Google Fonts (Inter)
📐 SVG / Canvas
🧮 Finite Projective Plane
🌐 HTML / CSS / JavaScript
🖼️ Gemini Image Gen
📬 Contact
For questions about citations, educational partnerships, or content accuracy:
admin@bio-logicalgames.com
admin@bio-logicalgames.com
Creator Name
Cell Biologist · Thailand
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