README.md

---
title: v5 · AI Ethics HOT — No-AI Control
emoji: 📚
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 6.11.0
python_version: "3.11"
app_file: app.py
pinned: false
short_description: "v4 · No-AI control — read case-discussion chapters"
---

# v5 · AI Ethics HOT — No-AI Control (Reading Condition)

Research-instrument app for the No-AI control arm of an RCT on critical-thinking transfer.

The participant:
1. Reads an AI ethics case.
2. Writes an initial 150-250 word argument.
3. Reads from a set of 9 short chapters that walk through the case from different angles. Chapters are browsable in any order. Reading time ~20-30 min if read fully; participants can skim.
4. Ends the session.

There is no chat. No LLM is called. The chapters are the same body of substantive content the AI bot conditions (Socratic / Explanatory) draw from — only the *delivery modality* differs across the three conditions, which is the experimental IV.

## Configuration

Runtime is controlled by Space Secrets:

| Secret | Purpose |
|---|---|
| `API_KEY` | OpenAI API key (used at submit-confirm to generate the per-session essay; same generator as the bot conditions) |
| `HF_access` | HF token with write scope (logger uploads to `AE-Talk-bot/log`) |
| `RUN_MODE` | `test` / `pilot` / `prod` — picks the dataset bucket: `HOT/no_ai/<RUN_MODE>/` |

## Logs

Every session writes one JSON to `AE-Talk-bot/log/v5-HOT/no_ai/<RUN_MODE>/<session_id>.json`
containing the participant's submitted argument and a `nav_events` list (which
chapters were opened and in what order). The schema is identical to the
Socratic / Explanatory Spaces (Schema 1.0) except `turns` is empty and
`nav_events` carries the interaction record.

## Architecture

- `app.py` — Gradio UI: chatbot panel for case + chapter display, vertical TOC button column, disabled chat input row, action buttons
- `core/` — config loading, HF logger (with `add_nav_event` method), content sync
- `content/case_1.md` — case prompt (same as other Spaces)
- `content/chapters/` — 9 chapters (auto-mirrored from `AI_Ethic_HOT_chatbot/shared_content/` SSOT)