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Specification-curve analysis of knowledge tracing

A pre-registered multiverse analysis testing how robustly reported performance differences between knowledge-tracing models survive across thousands of defensible analytical choices.

Analysis and manuscript in preparationwith Clement Fortin

Human–AI versus human–human design ideation

Comparing engineering design ideation in large-scale human–AI conversation corpora against human–human design meetings, using an expert-validated coding instrument and LLM-assisted classification.

Instrument validated; corpus analysis in progresswith Clement Fortin

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AI versus Human-Delivered Feedback in Project-Based Education: Comparing Explicit and Implicit Attitudes in a Mixed-Methods Study

Farshad, S., Fortin, C.

Australasian Journal of Educational Technology · 2026

Under review