---
language: en
license: mit
library_name: pytorch
tags:
- climate-journalism
- cjis-copilot
- categories
- multi-label-classification
# Base: Custom MLM-trained DeBERTa (not on HuggingFace Hub)
---

# CJIS Co-pilot: Categories 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 categories

## Task
Categories classification for climate journalism articles.

## Labels (7)
- `climate_governance_policy`
- `climate_physical_impacts`
- `climate_socio_environmental_impacts`
- `energy_transition`
- `climate_adaptation`
- `economic_frameworks`
- `climate_skepticism`

## Usage
```python
from transformers import pipeline

classifier = pipeline(
    "text-classification",
    model="maai-org/cjis-categories-classifier",
    return_all_scores=True
)

result = classifier("Your climate article here...")