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How the verdicts work

Ripened keeps two different questions separate. Quality summarizes available review evidence. Hype reflects attention, popularity and recency. The ranking lens blends those two display scores; optional taste signals can then personalize the order.

A shared display scale is not a claim of scientific equivalence. A 90 game and a 90 film both indicate strong evidence within their source pools, but those pools and reviewing cultures differ. Ripened has not yet completed a cross-media calibration study that proves they are directly interchangeable.

Quality

Film and TV: available public audience and critic sources are normalized to 0–100. Critic aggregates receive more influence, and thin evidence is pulled toward a neutral prior so a tiny rating pool cannot dominate broad consensus.
Games: available critic and player sources are normalized and use the same evidence-volume protection; critic aggregates lead when they exist.
Anime: native AniList and MyAnimeList records use the available anime-community scores. Anime entering through TV sources may also carry those verified TV/critic receipts.

Every title shows its actual source rows in “The receipts.” Sources are not invented to fill gaps. Unreleased or low-evidence titles show no Quality number until real review evidence exists.

Hype and ranking

Hype is a separate popularity-and-recency signal. It can describe anticipation for an unreleased title, but it never substitutes for missing Quality. The Quality ↔ Hype lens changes ordering, not the underlying scores. Personalization can add a bounded taste-fit boost based on likes, watch history, filters and group choices.

Freshness and limits

The catalog is rebuilt from public data sources daily when the scheduled pipeline succeeds. Providers can be unavailable, delayed or inconsistent; the build keeps the previous safe catalog when required evidence or category floors fail. Where-to-watch availability also varies by region and can lag provider changes.