maai-project/cjis-categories-classifier

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

from transformers import pipeline

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

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