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Update better_offer.html
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better_offer.html
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<div id="classifier-page">
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<style>
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/* Force light mode inside this block only */
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#classifier-page {
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background: #ffffff !important;
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color: #0f172a !important;
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font-family: Inter, system-ui, -apple-system, Segoe UI, Roboto, Arial, sans-serif !important;
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max-width: 900px !important;
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margin: 24px auto !important;
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padding: 28px 20px !important;
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border-radius: 12px !important;
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box-shadow: 0 2px 8px rgba(0,0,0,0.05) !important;
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}
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/* All text dark */
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#classifier-page * {
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color: #0f172a !important;
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}
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#classifier-page .pill {
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display: inline-block !important;
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padding: 6px 10px !important;
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border-radius: 999px !important;
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font-size: 12px !important;
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font-weight: 500 !important;
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margin: 2px !important;
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}
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#classifier-page .pill-blue { background:#eef2ff !important; color:#3730a3 !important; }
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#classifier-page .pill-cyan { background:#ecfeff !important; color:#155e75 !important; }
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#classifier-page .pill-green { background:#f0fdf4 !important; color:#166534 !important; }
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#classifier-page .pill-orange { background:#fff7ed !important; color:#9a3412 !important; }
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/* Explicitly restore button background overrides */
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#classifier-page a {
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text-decoration: none !important;
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}
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#classifier-page a[href*="mtDNALocation"] {
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background: #111827 !important; /* black */
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color: #ffffff !important; /* white text */
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text-decoration: none !important;
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padding: 12px 16px !important;
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border-radius: 10px !important;
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font-weight: 600 !important;
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display: inline-block !important;
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}
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</style>
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<!-- Header -->
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<h1 style="margin:0 0 8px; font-size:32px;">
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<p style="margin:0 0 16px; font-size:18px; color:#334155;">
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<strong>AI + Human Intelligence, working together.</strong><br>
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The tool suggests structured labels fast — you decide which ones to trust and refine.
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</p>
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<!-- Badges -->
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<div style="display:flex; gap:8px; flex-wrap:wrap; margin:12px 0 24px;">
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<span class="pill pill-blue">84% country accuracy (n=4,934)</span>
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<span class="pill pill-cyan">92% modern/ancient accuracy (n=4,934)</span>
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<span class="pill pill-green">Source-backed explanations</span>
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<span class="pill pill-orange">Report → free credit</span>
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</div>
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<hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
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<!-- Purpose -->
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<h2 style="margin:0 0 8px; font-size:22px;">Purpose</h2>
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<p style="margin:0 0 12px;">
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Make biological data <strong>reusable</strong> by labeling it better.
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<br><br>
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Many GenBank / NCBI samples have <strong>incomplete/missing metadata</strong> (country, sample type, optional ethnicity/specific location).
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This tool helps researchers generate <strong>clean, structured labels</strong> — ready for papers, datasets, or analysis.
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<br><br>
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<em>This is not a black-box AI. It’s a partnership between AI speed and human expertise.</em>
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</p>
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<!-- What you get -->
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<h2 style="margin:24px 0 8px; font-size:22px;">What you get</h2>
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<ul style="margin:0 0 12px 18px;">
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<li>AI-powered inference from GenBank accession alone.</li>
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<li>Country + Sample Type by default; optional labels (e.g. ethnicity & specific location) on request.</li>
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<li>Transparent outputs: explanations, citations.</li>
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<li>Excel export; batch upload; multi-ID input.</li>
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<li><strong>Human-in-the-loop control:</strong> 1-click feedback ensures you decide what counts.</li>
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</ul>
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<div style="background:#f8fafc; border:1px solid #e2e8f0; border-radius:12px; padding:14px; margin:16px 0;">
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<strong>Positioning:</strong> This tool is an <em>accelerator</em>, not a replacement.
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AI surfaces leads quickly → Human Intelligence validates tricky cases.
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</div>
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<hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
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<!-- Free tier -->
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<h2 style="margin:0 0 8px; font-size:22px;">Free tier</h2>
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<ul style="margin:0 0 12px 18px;">
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<li><strong>30</strong> free samples (no email).</li>
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<li>Add email → <strong>+20</strong> bonus samples (<strong>50 total</strong>) and downloads.</li>
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<li>Not satisfied? Click “Report” → that row doesn’t count, and you get a credit back.</li>
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</ul>
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<!-- Pricing -->
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<h2 style="margin:24px 0 8px; font-size:22px;">Simple pricing</h2>
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<table style="width:100%; border-collapse:collapse; border:1px solid #e2e8f0; border-radius:10px; overflow:hidden;">
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<thead>
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<tr style="background:#f1f5f9;">
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<th style="text-align:left; padding:10px; font-weight:600;">Plan</th>
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<th style="text-align:left; padding:10px; font-weight:600;">What’s included</th>
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<th style="text-align:left; padding:10px; font-weight:600;">Price</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>Pay-as-you-go (especially for <a href="#edge_cases" style="color:#1d4ed8; text-decoration:underline;">edge cases</a>)</strong></td>
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<td style="padding:10px; border-top:1px solid #e2e8f0;">Country + Sample Type, explanations, citations, export, report→credit</td>
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<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$0.10 / sample</strong></td>
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</tr>
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<tr>
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<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>Custom labels (optional)</strong></td>
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<td style="padding:10px; border-top:1px solid #e2e8f0;">Ethnicity, specific location granularity, phenotype, or bespoke fields</td>
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<td style="padding:10px; border-top:1px solid #e2e8f0;">Quote on request</td>
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</tr>
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<tr style="background:#fcfcff;">
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<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong> <a href="#research-supporter" style="color:#1d4ed8; text-decoration:underline;">Research Partner (Supporter) </a></strong></td>
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<td style="padding:10px; border-top:1px solid #e2e8f0;">~3,000 samples worth of credits + early access, custom label runs, direct feedback channel, recognition</td>
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<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$300 / 3 months</strong></td>
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</tr>
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</tbody>
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</table>
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<p style="margin:10px 0 0; font-size:14px; color:#475569;">
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<em>Note:</em> For very small sets that you can easily verify manually, we’ll advise you to skip paid runs.
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We optimize for your outcomes, not usage.
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</p>
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<!-- Edge case highlight -->
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<h2 id="edge_cases" style="margin:24px 0 8px; font-size:22px;">Edge Cases (our specialty)</h2>
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<p>
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Some samples are especially hard to label because they don’t have a DOI, PubMed ID, or linked article.
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Normally these are ignored or left as “unknown.” We call them <strong>edge cases</strong>.
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</p>
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<ul>
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<li>Priced the same as normal runs ($0.10/sample) — no penalty for difficulty</li>
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<li>Custom labels (e.g. ethnicity, city/province) can also be applied to edge cases on request</li>
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</ul>
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<div style="background:#fff7ed; border:1px solid #fed7aa; border-radius:12px; padding:14px; margin:20px 0;">
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<strong>Why it matters:</strong> One early researcher tested 4,932 samples and found our predictions
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for some <em>edge cases</em> were more accurate than his manual annotations — even when metadata was missing.
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</div>
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<hr>
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<h2 id="research-supporter" style="margin:24px 0 8px; font-size:22px;">Research Partner Plan (for early supporters)</h2>
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<p>
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Designed for researchers running larger studies who want to support ongoing development while staying on budget.
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Instead of paying strictly per sample, you can join as a <strong>Research Partner</strong>:
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</p>
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<ul>
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<li><strong>$300 flat contribution</strong> (covers ~3,000 samples at $0.10 each, with flexibility on usage)</li>
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<li>Includes early access to new features and custom labels</li>
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<li>Direct feedback channel — help shape how the tool evolves</li>
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<li>Recognition as an early research supporter</li>
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</ul>
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<p>
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<em>This tier was inspired by our very first paying researcher, who contributed $300 to support
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continued development after testing thousands of samples. It’s ideal if you see the potential
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and want to support the mission, even if you’re still validating outputs in your workflow.</em>
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</p>
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<!-- Who it's for -->
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<h2 style="margin:24px 0 8px; font-size:22px;">Best for</h2>
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<ul style="margin:0 0 12px 18px;">
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<li>Labs cleaning large mtDNA cohorts where manual labeling is slow or inconsistent.</li>
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<li>Researchers who want fast leads + citations, then validate edge cases themselves.</li>
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<li>Teams that value transparency and iterative improvement.</li>
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</ul>
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<!-- CTA -->
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<div style="display:flex; gap:12px; flex-wrap:wrap; margin:20px 0;">
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<a href="https://huggingface.co/spaces/VyLala/mtDNALocation" target="_blank"
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style="background:#111827; color:#fff; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
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Try the Classifier
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</a>
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<a href="mailto:khanhphungvy@gmail.com" target="_blank"
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style="background:#e2e8f0; color:#0f172a; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
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Bulk / Research Partner request
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</a>
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</div>
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<hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
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<!-- Mission -->
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<h2 style="margin:0 0 8px; font-size:22px;">Mission</h2>
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<p style="margin:0;">
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Rebuild trust in genomic metadata—one mtDNA sample at a time—through transparency, citations, and a tight feedback loop with researchers.
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</p>
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</div>
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<div id="classifier-page">
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<style>
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/* Force light mode inside this block only */
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#classifier-page {
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+
background: #ffffff !important;
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+
color: #0f172a !important;
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font-family: Inter, system-ui, -apple-system, Segoe UI, Roboto, Arial, sans-serif !important;
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+
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max-width: 900px !important;
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+
margin: 24px auto !important;
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+
padding: 28px 20px !important;
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+
border-radius: 12px !important;
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+
box-shadow: 0 2px 8px rgba(0,0,0,0.05) !important;
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}
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+
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/* All text dark */
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#classifier-page * {
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color: #0f172a !important;
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}
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+
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/* Pills */
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#classifier-page .pill {
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display: inline-block !important;
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+
padding: 6px 10px !important;
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+
border-radius: 999px !important;
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+
font-size: 12px !important;
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+
font-weight: 500 !important;
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+
margin: 2px !important;
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+
}
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+
#classifier-page .pill-blue { background:#eef2ff !important; color:#3730a3 !important; }
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| 31 |
+
#classifier-page .pill-cyan { background:#ecfeff !important; color:#155e75 !important; }
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| 32 |
+
#classifier-page .pill-green { background:#f0fdf4 !important; color:#166534 !important; }
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| 33 |
+
#classifier-page .pill-orange { background:#fff7ed !important; color:#9a3412 !important; }
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| 34 |
+
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+
/* Explicitly restore button background overrides */
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+
#classifier-page a {
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text-decoration: none !important;
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+
}
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+
#classifier-page a[href*="mtDNALocation"] {
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background: #111827 !important; /* black */
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+
color: #ffffff !important; /* white text */
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+
text-decoration: none !important;
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| 43 |
+
padding: 12px 16px !important;
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+
border-radius: 10px !important;
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+
font-weight: 600 !important;
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+
display: inline-block !important;
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+
}
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+
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+
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</style>
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<!-- Header -->
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+
<h1 style="margin:0 0 8px; font-size:32px;">Bio Metadata Audit</h1>
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<p style="margin:0 0 16px; font-size:18px; color:#334155;">
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<strong>AI + Human Intelligence, working together.</strong><br>
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+
The tool suggests structured labels fast — you decide which ones to trust and refine.
|
| 56 |
+
</p>
|
| 57 |
+
|
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+
<!-- Badges -->
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+
<div style="display:flex; gap:8px; flex-wrap:wrap; margin:12px 0 24px;">
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+
<span class="pill pill-blue">84% sample location (e.g. country) accuracy (n=4,934)</span>
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+
<span class="pill pill-cyan">92% sample type (e.g. modern/ancient) accuracy (n=4,934)</span>
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+
<span class="pill pill-green">Source-backed explanations</span>
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<span class="pill pill-orange">Report → free credit</span>
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+
</div>
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+
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+
<hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
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| 67 |
+
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+
<!-- Purpose -->
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| 69 |
+
<h2 style="margin:0 0 8px; font-size:22px;">Purpose</h2>
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| 70 |
+
<p style="margin:0 0 12px;">
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| 71 |
+
Make biological data <strong>reusable</strong> by labeling it better.
|
| 72 |
+
<br><br>
|
| 73 |
+
Many GenBank / NCBI samples have <strong>incomplete/missing metadata</strong> (country, sample type, optional ethnicity/specific location).
|
| 74 |
+
This tool helps researchers generate <strong>clean, structured labels</strong> — ready for papers, datasets, or analysis.
|
| 75 |
+
<br><br>
|
| 76 |
+
<em>This is not a black-box AI. It’s a partnership between AI speed and human expertise.</em>
|
| 77 |
+
</p>
|
| 78 |
+
|
| 79 |
+
<!-- What you get -->
|
| 80 |
+
<h2 style="margin:24px 0 8px; font-size:22px;">What you get</h2>
|
| 81 |
+
<ul style="margin:0 0 12px 18px;">
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| 82 |
+
<li>AI-powered inference from GenBank accession alone.</li>
|
| 83 |
+
<li>Country + Sample Type by default; optional labels (e.g. ethnicity & specific location) on request.</li>
|
| 84 |
+
<li>Transparent outputs: explanations, citations.</li>
|
| 85 |
+
<li>Excel export; batch upload; multi-ID input.</li>
|
| 86 |
+
<li><strong>Human-in-the-loop control:</strong> 1-click feedback ensures you decide what counts.</li>
|
| 87 |
+
</ul>
|
| 88 |
+
|
| 89 |
+
<div style="background:#f8fafc; border:1px solid #e2e8f0; border-radius:12px; padding:14px; margin:16px 0;">
|
| 90 |
+
<strong>Positioning:</strong> This tool is an <em>accelerator</em>, not a replacement.
|
| 91 |
+
AI surfaces leads quickly → Human Intelligence validates tricky cases.
|
| 92 |
+
</div>
|
| 93 |
+
|
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+
<hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
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| 95 |
+
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+
<!-- Free tier -->
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+
<h2 style="margin:0 0 8px; font-size:22px;">Free tier</h2>
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+
<ul style="margin:0 0 12px 18px;">
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+
<li><strong>30</strong> free samples (no email).</li>
|
| 100 |
+
<li>Add email → <strong>+20</strong> bonus samples (<strong>50 total</strong>) and downloads.</li>
|
| 101 |
+
<li>Not satisfied? Click “Report” → that row doesn’t count, and you get a credit back.</li>
|
| 102 |
+
</ul>
|
| 103 |
+
|
| 104 |
+
<!-- Pricing -->
|
| 105 |
+
<h2 style="margin:24px 0 8px; font-size:22px;">Simple pricing</h2>
|
| 106 |
+
<table style="width:100%; border-collapse:collapse; border:1px solid #e2e8f0; border-radius:10px; overflow:hidden;">
|
| 107 |
+
<thead>
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| 108 |
+
<tr style="background:#f1f5f9;">
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| 109 |
+
<th style="text-align:left; padding:10px; font-weight:600;">Plan</th>
|
| 110 |
+
<th style="text-align:left; padding:10px; font-weight:600;">What’s included</th>
|
| 111 |
+
<th style="text-align:left; padding:10px; font-weight:600;">Price</th>
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+
</tr>
|
| 113 |
+
</thead>
|
| 114 |
+
<tbody>
|
| 115 |
+
<tr>
|
| 116 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>Pay-as-you-go (especially for <a href="#edge_cases" style="color:#1d4ed8; text-decoration:underline;">edge cases</a>)</strong></td>
|
| 117 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;">Country + Sample Type, explanations, citations, export, report→credit</td>
|
| 118 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$0.10 / sample</strong></td>
|
| 119 |
+
</tr>
|
| 120 |
+
<tr>
|
| 121 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>Custom labels (optional)</strong></td>
|
| 122 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;">Ethnicity, specific location granularity, phenotype, or bespoke fields</td>
|
| 123 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;">Quote on request</td>
|
| 124 |
+
</tr>
|
| 125 |
+
<tr style="background:#fcfcff;">
|
| 126 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong> <a href="#research-supporter" style="color:#1d4ed8; text-decoration:underline;">Research Partner (Supporter) </a></strong></td>
|
| 127 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;">~3,000 samples worth of credits + early access, custom label runs, direct feedback channel, recognition</td>
|
| 128 |
+
<td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$300 / 3 months</strong></td>
|
| 129 |
+
</tr>
|
| 130 |
+
</tbody>
|
| 131 |
+
</table>
|
| 132 |
+
|
| 133 |
+
<p style="margin:10px 0 0; font-size:14px; color:#475569;">
|
| 134 |
+
<em>Note:</em> For very small sets that you can easily verify manually, we’ll advise you to skip paid runs.
|
| 135 |
+
We optimize for your outcomes, not usage.
|
| 136 |
+
</p>
|
| 137 |
+
|
| 138 |
+
<!-- Edge case highlight -->
|
| 139 |
+
<h2 id="edge_cases" style="margin:24px 0 8px; font-size:22px;">Edge Cases (our specialty)</h2>
|
| 140 |
+
<p>
|
| 141 |
+
Some samples are especially hard to label because they don’t have a DOI, PubMed ID, or linked article.
|
| 142 |
+
Normally these are ignored or left as “unknown.” We call them <strong>edge cases</strong>.
|
| 143 |
+
</p>
|
| 144 |
+
<ul>
|
| 145 |
+
<li>Priced the same as normal runs ($0.10/sample) — no penalty for difficulty</li>
|
| 146 |
+
<li>Custom labels (e.g. ethnicity, city/province) can also be applied to edge cases on request</li>
|
| 147 |
+
</ul>
|
| 148 |
+
<div style="background:#fff7ed; border:1px solid #fed7aa; border-radius:12px; padding:14px; margin:20px 0;">
|
| 149 |
+
<strong>Why it matters:</strong> One early researcher tested 4,932 samples and found our predictions
|
| 150 |
+
for some <em>edge cases</em> were more accurate than his manual annotations — even when metadata was missing.
|
| 151 |
+
</div>
|
| 152 |
+
|
| 153 |
+
<hr>
|
| 154 |
+
|
| 155 |
+
<h2 id="research-supporter" style="margin:24px 0 8px; font-size:22px;">Research Partner Plan (for early supporters)</h2>
|
| 156 |
+
<p>
|
| 157 |
+
Designed for researchers running larger studies who want to support ongoing development while staying on budget.
|
| 158 |
+
Instead of paying strictly per sample, you can join as a <strong>Research Partner</strong>:
|
| 159 |
+
</p>
|
| 160 |
+
<ul>
|
| 161 |
+
<li><strong>$300 flat contribution</strong> (covers ~3,000 samples at $0.10 each, with flexibility on usage)</li>
|
| 162 |
+
<li>Includes early access to new features and custom labels</li>
|
| 163 |
+
<li>Direct feedback channel — help shape how the tool evolves</li>
|
| 164 |
+
<li>Recognition as an early research supporter</li>
|
| 165 |
+
</ul>
|
| 166 |
+
<p>
|
| 167 |
+
<em>This tier was inspired by our very first paying researcher, who contributed $300 to support
|
| 168 |
+
continued development after testing thousands of samples. It’s ideal if you see the potential
|
| 169 |
+
and want to support the mission, even if you’re still validating outputs in your workflow.</em>
|
| 170 |
+
</p>
|
| 171 |
+
|
| 172 |
+
<!-- Who it's for -->
|
| 173 |
+
<h2 style="margin:24px 0 8px; font-size:22px;">Best for</h2>
|
| 174 |
+
<ul style="margin:0 0 12px 18px;">
|
| 175 |
+
<li>Labs cleaning large mtDNA cohorts where manual labeling is slow or inconsistent.</li>
|
| 176 |
+
<li>Researchers who want fast leads + citations, then validate edge cases themselves.</li>
|
| 177 |
+
<li>Teams that value transparency and iterative improvement.</li>
|
| 178 |
+
</ul>
|
| 179 |
+
|
| 180 |
+
<!-- CTA -->
|
| 181 |
+
<div style="display:flex; gap:12px; flex-wrap:wrap; margin:20px 0;">
|
| 182 |
+
<a href="https://huggingface.co/spaces/VyLala/mtDNALocation" target="_blank"
|
| 183 |
+
style="background:#111827; color:#fff; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
|
| 184 |
+
Try the Classifier
|
| 185 |
+
</a>
|
| 186 |
+
<a href="mailto:khanhphungvy@gmail.com" target="_blank"
|
| 187 |
+
style="background:#e2e8f0; color:#0f172a; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
|
| 188 |
+
Bulk / Research Partner request
|
| 189 |
+
</a>
|
| 190 |
+
</div>
|
| 191 |
+
|
| 192 |
+
<hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
|
| 193 |
+
|
| 194 |
+
<!-- Mission -->
|
| 195 |
+
<h2 style="margin:0 0 8px; font-size:22px;">Mission</h2>
|
| 196 |
+
<p style="margin:0;">
|
| 197 |
+
Rebuild trust in genomic metadata—one mtDNA sample at a time—through transparency, citations, and a tight feedback loop with researchers.
|
| 198 |
+
</p>
|
| 199 |
+
</div>
|
| 200 |
+
|
| 201 |
+
|