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- Remove speechiness: CLAP zero-shot cannot distinguish rap from energetic singing. Removed from all detectors, feature profiles, vibe re-ranking, SQL queries, and API types. DB column retained but unused. - Add T=15 temperature scaling to all CLAP zero-shot softmax operations. Raw cosine sims differ by ~0.03-0.09, which collapses to ~0.5 without amplification. T=15 produces meaningful spread (e.g., piano 0.86 vs pop punk 0.07 for acousticness). - Refine acousticness prompts: "real instruments" matched electric guitars. New prompts target unplugged/unamplified vs produced/amplified per Spotify's acousticness definition.