Scores

Hi-Fi Score is a heuristic plus community blend. When preview-measured PLR exists, it replaces genre/era priors. We label honesty: Early signal, Preview-measured, Edition-aware, or Community. See methodology.

AI notes

Listening notes and path reasons are drafted with a low-cost LLM from a fact pack. The model cannot pick album IDs. Output is plagiarism-gated and fact-validated. Failed drafts stay unpublished.

Corrections

If an edition claim is wrong, use the edition check form on the edition page. We retract verified claims when evidence conflicts.