Update README.md

README.md

@@ -1,3 +1,47 @@
----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+language:
+- en
+tags:
+- school
+- psychology
+---
+
+# MTSS School-Based Behavioral Health QA Dataset
+
+This dataset contains a curated collection of real-world questions and corresponding expert responses related to Multi-Tiered Systems of Support (MTSS) and school-based behavioral health integration. Questions vary in style—ranging from open-ended reflections to specific, context-based prompts—and are often rooted in realistic school scenarios, with some referencing external case files.
+
+## Dataset Summary
+
+The dataset is designed to evaluate large language models (LLMs) on nuanced, domain-specific question-answering tasks. It captures authentic school-based inquiries around integrating behavioral health practices into academic systems.
+
+Each entry includes:
+- A **question** posed by a school professional (e.g., administrator, counselor, MTSS specialist)
+- A **gold standard answer**, written by subject matter experts
+- The **role** of the participant
+- A reference to **case files** (when applicable)
+
+This dataset enables fine-grained assessment of LLM performance on educational, behavioral health, and systems-level implementation topics.
+
+---
+
+## Dataset Structure
+
+| Column        | Description                                                                 |
+|---------------|-----------------------------------------------------------------------------|
+| `questions`   | Real-world queries about MTSS and school-based behavioral health practices  |
+| `gold_answers`| Human-validated answers providing expert guidance or reflection             |
+| `roles`       | Role of the person involved (e.g., `School_Admin`, `Counselor`, etc.)       |
+| `case_files`  | Linked case information or placeholder (`none` if not applicable)           |
+
+---
+
+## Example Entry
+
+```json
+{
+  "questions": "We are just starting with MTSS. What are the core features of the framework? Where should we begin?",
+  "gold_answers": "Core features: Effective teams, using data... (full structured response)",
+  "roles": "School_Admin",
+  "case_files": "none"
+}