feat(feed): genre affinity scoring for the for-you feed#951
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Add a genre_affinity multiplier to the for-you feed final_score, built from the genre mix of the viewer's most recent plays (bounded scan, last 1000): a genre at >=30% of recent listening gets the full 1.30x, unfamiliar genres get 0.85x, and playlists / genre-less tracks / cold-start users stay neutral at 1.00x.
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Item 3 of the for-you feed improvement queue (follows #949 content-type weighting and #950 repeat suppression).
What
Adds a genre_affinity multiplier to final_score, built from the genre mix of the viewer's recent listening:
Tests
`go build ./...` and the full `go test ./...` suite pass locally.
🤖 Opened by the automated feed-algorithm-improvement-loop.