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README.md
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@@ -26,7 +26,7 @@ This dataset takes the same articles from [FNSPID](https://huggingface.co/datase
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## Key Features
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- **11 scoring models**: Claude Opus
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- **60 score columns** (30 sentiment + 30 risk) across different model/effort/input combinations
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- **26 summary variants**: GPT-5 and GPT-5-mini summaries at 4 reasoning × 3 verbosity levels, plus o3 summaries
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- **Same articles, different models** — enables apples-to-apples comparison
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└─→ Title only ─────────→ GPT-5.4-nano (100% coverage)
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```
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## Column Naming Convention
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Score columns follow: `{sentiment|risk}_{model}_{effort}_{input_source}`
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## Key Features
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- **11 scoring models**: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, GPT-5, o3, o4-mini, GPT-4.1, GPT-4.1-mini, GPT-4.1-nano, GPT-5-mini, GPT-5.4-nano
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- **60 score columns** (30 sentiment + 30 risk) across different model/effort/input combinations
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- **26 summary variants**: GPT-5 and GPT-5-mini summaries at 4 reasoning × 3 verbosity levels, plus o3 summaries
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- **Same articles, different models** — enables apples-to-apples comparison
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└─→ Title only ─────────→ GPT-5.4-nano (100% coverage)
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```
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## Model Versions
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| Model | API Model ID | Snapshot | Scored |
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|-------|-------------|----------|--------|
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| Claude Opus 4.5 | `claude-opus-4-5` | — | 2026-01 |
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| Claude Sonnet 4.5 | `claude-sonnet-4-5-20250929` | — | 2026-01 |
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| Claude Haiku 4.5 | `claude-haiku-4-5-20251001` | — | 2026-01 |
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| GPT-5 | `gpt-5` | `gpt-5-2025-08-07` | 2025-08 ~ 09 |
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| GPT-5-mini | `gpt-5-mini` | `gpt-5-mini-2025-08-07` | 2025-08 ~ 09 |
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| o3 | `o3` | — | 2025-07 ~ 09 |
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| o4-mini | `o4-mini` | `o4-mini-2025-04-16` | 2025-07 ~ 09 |
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| GPT-4.1 | `gpt-4.1` | `gpt-4.1-2025-04-14` | 2025-08 ~ 09 |
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| GPT-4.1-mini | `gpt-4.1-mini` | `gpt-4.1-mini-2025-04-14` | 2025-08 ~ 09 |
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| GPT-4.1-nano | `gpt-4.1-nano` | `gpt-4.1-nano-2025-04-14` | 2025-08 ~ 09 |
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| GPT-5.4-nano | `gpt-5.4-nano` | — | 2026-04 |
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**Summary generators:**
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| Summary | Generator Model | Generated |
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|---------|----------------|-----------|
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| `gpt_5_summary` (12 R×V variants) | GPT-5 (`gpt-5-2025-08-07`) | 2025-08 ~ 09 |
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| `gpt_5_mini_summary` (12 R×V variants) | GPT-5-mini (`gpt-5-mini-2025-08-07`) | 2025-08 ~ 09 |
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| `o3_summary` | o3 | 2025-07 ~ 09 |
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**Upstream (not included, already open-source):**
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- DeepSeek V3 scores → [benstaf/FinRL_DeepSeek](https://github.com/benstaf/FinRL_DeepSeek) ([arXiv:2502.07393](https://arxiv.org/abs/2502.07393))
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## Column Naming Convention
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Score columns follow: `{sentiment|risk}_{model}_{effort}_{input_source}`
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