{"node":{"id":11145,"uuid":"dd839350-36f2-40bb-aa29-2fd556d224f5","title":"From Mastery Profile to Simulated Response: Stochastic Student Knowledge Graphs (SSKG) for Faithful LLM Student Simulation","url":"https:\/\/www.xmt.pub\/node\/11145","created":1787639445},"trust_level":"l0_aggregate","publisher":null,"source_url":"https:\/\/arxiv.org\/abs\/2608.21668","provenance":{"algorithm":"sha256(source_url|publisher_id|created)","stored":"5f2c381221399962f73b10608909cdfae431afe01b13fec7897e99dd23367779","expected":"5f2c381221399962f73b10608909cdfae431afe01b13fec7897e99dd23367779","status":"verified"}}