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language: en
license: mit
library_name: pytorch
tags:
- climate-journalism
- cjis-copilot
- frames
- multi-label-classification
# Base: Custom MLM-trained DeBERTa (not on HuggingFace Hub)
---
# CJIS Co-pilot: Frames Classifier
Part of the Climate Journalism Intelligence System (CJIS) v3.1 "Journalistic Co-pilot".
## Architecture
- Base: Climate-pretrained DeBERTa (MLM on 20k climate articles)
- Head: Specialist classifier for frames
## Task
Frames classification for climate journalism articles.
## Labels (8)
- `scientific`
- `crisis`
- `economic_solutions`
- `political`
- `justice_responsibility`
- `health_ecological`
- `security`
- `human_interest`
## Usage
```python
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="maai-org/cjis-frames-classifier",
return_all_scores=True
)
result = classifier("Your climate article here...")
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