Doping neopentyl glycol with 1 mol% pentaerythritol reduces supercooling and thermal hysteresis in its barocaloric phase transition by increasing the number of nucleation events.
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Targeted data augmentation with GPT-4 synthetic responses and ALP phrase-level extraction substantially improves SciBERT performance on severely imbalanced rubric categories for NGSS scientific explanations, achieving perfect precision/recall/F1 on several categories while outperforming SMOTE.
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Investigating nucleation-driven phase transitions in neopentyl molecular crystals using infrared thermography and polarised light microscopy
Doping neopentyl glycol with 1 mol% pentaerythritol reduces supercooling and thermal hysteresis in its barocaloric phase transition by increasing the number of nucleation events.
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Exploring Data Augmentation and Resampling Strategies for Transformer-Based Models to Address Class Imbalance in AI Scoring of Scientific Explanations in NGSS Classroom
Targeted data augmentation with GPT-4 synthetic responses and ALP phrase-level extraction substantially improves SciBERT performance on severely imbalanced rubric categories for NGSS scientific explanations, achieving perfect precision/recall/F1 on several categories while outperforming SMOTE.