Six NGSS-aligned middle school student drawing assessment dataset

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Evidence · 1 claim (1 for) · 1 study (1 design), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description

A dataset of middle school students’ scientific drawings from six NGSS-aligned modeling assessment items, annotated by domain experts across three proficiency levels and released with example drawings.

Components

Claims

• Confidence-aware selective test-time scoring achieves the best average agreement with expert rubric scoring across six NGSS drawing items [+W]

Related Products and Programmes

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Key Sources

• Fang, L., Zhang, Y., Park, J., Wang, Z., Ma, P., Zhai, X. (2026). Confidence-Aware Automated Assessment of Student-Drawn Scientific Models. https://arxiv.org/abs/2606.20264. doi:10.48550/arxiv.2606.20264

Page metadata

Field	Value
type	product
id	six-ngss-aligned-middle-school-student-drawing-assessment-dataset
title	Six NGSS-aligned middle school student drawing assessment dataset
description	A dataset of middle school students’ scientific drawings from six NGSS-aligned modeling assessment items, annotated by domain experts across three proficiency levels and released with example drawings.
status	review
product_kind	dataset
generated	by process:settle-candidates on 2026-10-10
trust	unverified — no one has confirmed this page's content

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