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Scientific & Academic Intelligence

Primary: Billy's science articles from Discord. Secondary: Omega academic intel (arXiv cs/math/physics/bio, PubMed, NIH, Nature, Science). Each paper: what was found, why it matters, implications, key entities.

📦 12,000+ records 🔄 Daily fresh 📐 Research & Academic 🌍 Global 📄 academic 🔓 CC BY 4.0

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15,000 records · Full metadata · Omega schema · Historical depth

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📐 Omega Master Schema — Every record looks like this

{
  "omega_id": "uuid-v4",
  "source_family": "scientific-academic",
  "source_name": "Banking With Billy — Scientific & Academic Intelligence",
  "gics_sector": "Research & Academic",
  "gics_industry": "string",
  "data_type": "academic",
  "timestamp": "ISO-8601",
  "region": "Global",
  "entities": [
    "array",
    "of",
    "strings"
  ],
  "metadata": {
    "update_frequency": "Daily fresh",
    "confidence": 0.95,
    "version": "1.0.0",
    "word_count": 750,
    "guardian_verified": true,
    "author": "Billy Odell Tucker-Robinson",
    "license": "CC BY 4.0 — Banking With Billy"
  },
  "payload": {
    "headline": "string",
    "lead": "string",
    "body": "string",
    "why_it_matters": "string"
  }
}