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      "quota_day",
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      "lead_source"
    ],
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      "static first",
      "edge functions",
      "customer API keys",
      "cached AI outputs",
      "synthetic public data"
    ]
  },
  "structured_data": {
    "@context": "https://schema.org",
    "@type": "SoftwareApplication",
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    "applicationCategory": "EducationalApplication",
    "operatingSystem": "Web, serverless, and local development environments",
    "url": "https://retina-scan-ai.pages.dev/",
    "codeRepository": "https://github.com/KIM3310/retina-scan-ai",
    "description": "Retina Scan AI is a non-clinical, synthetic-data retinal classification demo for industrial validation discovery, Grad-CAM review, and model-card scoping.",
    "creator": {
      "@type": "Person",
      "name": "KIM3310",
      "url": "https://github.com/KIM3310"
    },
    "offers": [
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        "@type": "Offer",
        "name": "free synthetic-data research demo with non-diagnostic framing",
        "price": "0",
        "priceCurrency": "USD",
        "availability": "https://schema.org/InStock",
        "url": "https://retina-scan-ai.pages.dev/"
      },
      {
        "@type": "Offer",
        "name": "private industrial validation discovery",
        "availability": "https://schema.org/LimitedAvailability",
        "url": "https://kim3310-doeon-kim-portfolio.pages.dev/?offer=retina-scan-ai&inquiry=industrial-validation-discovery#private-inquiry"
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    "isAccessibleForFree": true,
    "keywords": "retina-scan-ai, retinal classification, synthetic data, industrial validation discovery, non-clinical demo, Grad-CAM, model card, human review, private inquiry"
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    "risk_bucket": "industrial-high-trust",
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    },
    "sponsorship": {
      "provider": "github-sponsors",
      "eligible": false,
      "status": "sponsors-listing-not-configured"
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      "provider": "google-adsense",
      "eligible": true,
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    "sensitive_flow_boundary": "ads allowed only on public model-card education pages; uploads, scans, diagnostic outputs, and result dashboards are ad-free"
  }
}
