maai-project/cjis-frames-classifier

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

from transformers import pipeline

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

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