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Automatic Grading of Scientific Inquiry

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Figure

Figure 1: Screenshots from SAVE Science’s virtual environments. Left: the Basketball module
Figure 2: Example portions of two freeform responsesfrom Basketball, presented as written by the students.
Table 2: Complete list of Basketball contextualized and non-contextualized quiz questions
Figure 5:The NLP model substantially outperformsWorld and Wang et al. on predicting quiz questions forWeather Trouble, and the combined World+NLP modelachieves a 0.54 correlation for contextualized questions.

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