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README.md
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---
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# ๐ฑ Science Talk Adventure
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An interactive simulation game for preservice elementary teachers to practice facilitating equitable science discussions.
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## ๐ฏ Purpose
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This tool helps future teachers develop skills in:
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- **Equitable discourse facilitation** - including all student voices
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- **Cultural asset building** - honoring diverse knowledge systems
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- **Scientific thinking promotion** - supporting authentic inquiry
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- **Classroom management** - managing participation fairly
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## ๐ฎ How to Play
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1. **Start a science talk** by typing what you'd say to begin the discussion
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2. **Read student responses** showing diverse perspectives and engagement levels
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3. **Choose your next teaching move** from the provided options
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4. **Get immediate feedback** on your choices and their impact
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5. **Track engagement** and see how your facilitation affects different students
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## ๐ฅ Meet Your Students
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- **Maya**: Mexican-American, bilingual, has grandmother's gardening knowledge
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- **Jamal**: African-American, urban background, very curious and asks lots of questions
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- **Aisha**: Somali-American, thoughtful observer, needs processing time
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- **Emma**: White suburban, enthusiastic about science, sometimes dominates discussions
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## ๐ Learning Objectives
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Players will develop ability to:
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- Recognize and build on students' cultural knowledge
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- Create inclusive participation opportunities
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- Respond to diverse communication styles
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- Integrate NGSS 3-dimensional learning principles
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- Support multilingual learners in science
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## ๐ง Technical Details
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Built with:
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- **Gradio** for the web interface
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- **OpenRouter API** for AI-generated student responses
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- **Hugging Face Spaces** for hosting
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## ๐ Getting Started
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Simply click the interface above and begin your first science talk!
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## ๐ Educational Context
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Based on research showing that elementary teachers often struggle with:
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- Confidence in science teaching
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- Building on diverse cultural knowledge
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- Creating equitable classroom discussions
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- Implementing NGSS standards effectively
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## ๐ For Educators
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This tool is open source and free to use in teacher preparation programs. To adapt for your context:
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1. **Fork this Space** to customize scenarios
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2. **Modify student personas** to match your local community
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3. **Add new grade levels** or science topics
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4. **Integrate with your curriculum**
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## ๐ Citations
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If you use this tool in research or publication, please cite:
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```
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Science Talk Adventure: An AI-Supported Simulation for Developing Equitable Science Teaching Practices
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[Your Name], [Your Institution]
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Available at: [this URL]
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```
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## ๐ค Contributing
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We welcome contributions! Areas for development:
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- Additional grade level scenarios
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- More diverse student personas
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- Enhanced assessment features
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- Multi-language support
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## ๐ง Contact
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Questions or feedback? Contact [your email]
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## ๐ License
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MIT License - feel free to use, modify, and share!
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---
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*This tool is designed to supplement, not replace, field experiences with real students. The goal is to provide safe practice space for developing equitable teaching skills.*
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