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GRISDG13_MODEL – AI Model by sag-uniroma2 | AlphaNeural AI

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sag-uniroma2/
GRISDG13_MODEL

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text-classification

climatebert/distilroberta-base-climate-f

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Task Title

Climate Action GRI-SDG13 Category Classification

Task Description

Multi-class classification model for categorizing SDG13-aligned climate disclosures into GRI topics.

Dataset Summary

Training samples (Human+ Auto AI): 888
GRI 2 (General): 320 (train)
GRI 201 (Economical): 301 (train)
GRI 305 (Environmental): 267 (train)
Test samples: 181
GRI 2 (General): 113 (test)
GRI 201 (Economical): 31 (test)
GRI 305 (Environmental): 37 (test)

Model

Base model: ClimateBERT (distilroberta-base-climate-f)

Performance

Accuracy: 94.5%
Macro F1: 91.0%