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    "headline": "The Environmental Prior Helped, but the Control Kept Some of the Gain",
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    "dek": "An EEG classifier added literature-informed geospatial context that was not co-registered to participants.",
    "summary": "An EEG classifier added literature-informed geospatial context that was not co-registered to participants.",
    "body_text": "Accuracy rose from 67.4 to 76.2 percent, but disrupted environmental-label controls retained part of the improvement. The authors explicitly say the result does not establish an observed or causal exposure-affect relationship.",
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    "tags": [
      "EEG",
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    {
      "source_id": "source-2026-08-24-017",
      "title": "arXiv preprint 2608.20807",
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      "published_at": "2026-08-21T03:25:53.000-04:00",
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    "title": "The Environmental Prior Helped, but the Control Kept Some of the Gain",
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