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baseline c4=4.3505
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uniform_keep25 c4=5.0687 [dead 0/1024, kept 262144, params 2.09B]
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uniform_keep75 c4=4.6639 [dead 0/1024, kept 786432, params 5.31B]
decision gate (variant NLL - glean NLL; positive = glean better):
saved -> outputs/uniform_control_materialize/results.json
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