Provenance and limits

Evidence methodology

This page explains how the review copy separates source evidence from presentation.

Read-only by design

The application exposes GET pages only. It cannot submit answers, change learning records or access administrative actions.

Dated snapshot

Production data is included only through an authorised export with a stated generation time and records-through date.

No inferred mastery

Study duration is not presented as proof of knowledge. Completion, recorded results and learning observations remain distinct.

Assisted study

ChatGPT-assisted time is reported only when the source system explicitly classified an interval as assisted study.

Terminology

Training papers are labelled “Practice Paper” or “Practice Papers”. Historical source identifiers remain available in provenance metadata without promotional or predictive claims.

Original system preserved

The live Study Exam Coach remains separate and unchanged. This copy does not share its writable database, logs or runtime state.

English derivatives

Translated materials are identified as English derivatives prepared for this review. Private originals and source mappings are retained. Translation does not change the recorded dates, scores or study activity.

Review status

Source-system quality checks are internal checks, not approval or endorsement by Imperial College London. A paper awaiting source quality review remains listed without exposing its held questions.

Snapshot identification

Generated: 2026-10-04T00:13:21+00:00

Records through: 21 August 2026 (source records, Asia/Shanghai)

Snapshot-specific notes