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

# CJIS Co-pilot: Sentiments 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 sentiments

## Task
Sentiments classification for climate journalism articles.

## Labels (4)
- `alarm_urgent`
- `critical_skeptical`
- `solution_oriented`
- `neutral_balanced`

## Usage
```python
from transformers import pipeline

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

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