maai-project/cjis-sentiments-classifier

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

from transformers import pipeline

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

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