{ "seeds": [ 42, 7, 123 ], "per_seed": [ { "seed": 42, "macro_f1_tuned": 0.5708, "trials": 30 }, { "seed": 7, "macro_f1_tuned": 0.5697, "trials": 25 }, { "seed": 123, "macro_f1_tuned": 0.5765, "trials": 25 } ], "tuned_mean_std": [ 0.5723, 0.003 ], "note": "streaming-modality detector; identical protocol per seed (spec \u00a73.4)" }