AdaptSim is an adaptive user simulator for CRS evaluation that combines automatic prompt generation, open actions, controlled text generation, and BFS-based pairwise comparison to produce realistic dialogues and assess system robustness across domains.
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2026 3verdicts
UNVERDICTED 3representative citing papers
Introduces Awareness of Technological Isomorphism as a metacognitive bridge between elementary math cognition and AI operations, supported by a three-stage teaching pathway and validated in a fifth-grade compound line graph case study.
A six-node open systems model enumerates 216 metacognitive scenarios in professional contexts, filtered by plausibility, relevance, feasibility, and intervention potential to 24 priority scenarios across three expertise tiers, revealing theoretical gaps.
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A Taxonomy of Metacognitive Learning Scenarios in Professional Contexts: Integrating Systems Theory with Empirical Constraints
A six-node open systems model enumerates 216 metacognitive scenarios in professional contexts, filtered by plausibility, relevance, feasibility, and intervention potential to 24 priority scenarios across three expertise tiers, revealing theoretical gaps.