Modelpublic

maai-project/cjis-sentiments-classifier

sourceHugging Facemitupdated 8mo agoView on Hugging Face

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Model Card

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...")