data(emotion): cross-model GT drift report — opus vs sonnet on 534 (#93)
A second model (Sonnet) independently labeled all 534 tracks; emotion_drift.py
measures where it disagrees with the opus GT. Result:
mean V/A drift 0.322
quadrant agreement 72%
emotion Jaccard 0.53
174 uncertain-GT tracks (top-quartile drift or quadrant mismatch)
The disagreements aren't noise — they CONCENTRATE on genres that straddle the
circumplex, which is a real finding:
- hardstyle (The Prophet, Headhunterz): triumphant/euphoric (+,+) vs
aggressive/tense (-,+) — the genre's 'euphoric aggression' lives on the
quadrant line.
- uplifting trance (Cosmic Gate, Ferry Corsten, Markus Schulz): euphoric vs
driving/tense — same boundary.
- neoclassical (Nils Frahm, Ólafur Arnalds, Max Richter): calm-positive vs
melancholic-calm.
So ~33% of the corpus carries genuinely uncertain emotional GT, and it's
predictable WHICH third. Those tracks should be down-weighted (not trusted) in
the upcoming scale calibration — single-model GT would have hidden this.
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armada/tide-table/emotion_drift.json
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