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@@ -1,16 +1,17 @@
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-
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  <html>
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  <head>
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  <meta name="color-scheme" content="light">
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  <style>
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- html, body {
 
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  background: #ffffff !important;
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  color: #0f172a !important;
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  margin: 0;
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  padding: 0;
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  }
 
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  * {
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- color-scheme: only light;
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  }
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  /* Force text color inside your page */
@@ -48,147 +49,147 @@
48
  The tool suggests structured labels fast — you decide which ones to trust and refine.
49
  </p>
50
 
51
- <div style="display:flex; gap:8px; flex-wrap:wrap; margin:12px 0 24px;">
52
- <span style="background:#eef2ff; color:#3730a3; padding:6px 10px; border-radius:999px; font-size:12px;">84% country accuracy (n=4,934)</span>
53
- <span style="background:#ecfeff; color:#155e75; padding:6px 10px; border-radius:999px; font-size:12px;">92% modern/ancient accuracy (n=4,934)</span>
54
- <span style="background:#f0fdf4; color:#166534; padding:6px 10px; border-radius:999px; font-size:12px;">Source-backed explanations</span>
55
- <span style="background:#fff7ed; color:#9a3412; padding:6px 10px; border-radius:999px; font-size:12px;">Report → free credit</span>
56
- </div>
57
-
58
- <hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
59
-
60
- <!-- Purpose -->
61
- <h2 style="margin:0 0 8px; font-size:22px;">Purpose</h2>
62
- <p style="margin:0 0 12px;">
63
- Make biological data <strong>reusable</strong> by labeling it better.
64
- <br><br>
65
- Many GenBank / NCBI samples have <strong>incomplete/missing metadata</strong> (country, sample type, optional ethnicity/specific location).
66
- This tool helps researchers generate <strong>clean, structured labels</strong> — ready for papers, datasets, or analysis.
67
- <br><br>
68
- <em>This is not a black-box AI. It’s a partnership between AI speed and human expertise.</em>
69
- </p>
70
-
71
- <!-- What you get -->
72
- <h2 style="margin:24px 0 8px; font-size:22px;">What you get</h2>
73
- <ul style="margin:0 0 12px 18px;">
74
- <li>AI-powered inference from GenBank accession alone.</li>
75
- <li>Country + Sample Type by default; optional labels (e.g. ethnicity &amp; specific location) on request.</li>
76
- <li>Transparent outputs: explanations, citations.</li>
77
- <li>Excel export; batch upload; multi-ID input.</li>
78
- <li><strong>Human-in-the-loop control:</strong> 1-click feedback ensures you decide what counts.</li>
79
- </ul>
80
-
81
- <div style="background:#f8fafc; border:1px solid #e2e8f0; border-radius:12px; padding:14px; margin:16px 0;">
82
- <strong>Positioning:</strong> This tool is an <em>accelerator</em>, not a replacement.
83
- AI surfaces leads quickly → Human Intelligence validates tricky cases.
84
- </div>
85
-
86
- <hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
87
-
88
- <!-- Free tier -->
89
- <h2 style="margin:0 0 8px; font-size:22px;">Free tier</h2>
90
- <ul style="margin:0 0 12px 18px;">
91
- <li><strong>30</strong> free samples (no email).</li>
92
- <li>Add email → <strong>+20</strong> bonus samples (<strong>50 total</strong>) and downloads.</li>
93
- <li>Not satisfied? Click “Report” → that row doesn’t count, and you get a credit back.</li>
94
- </ul>
95
 
96
- <!-- Pricing -->
97
- <h2 style="margin:24px 0 8px; font-size:22px;">Simple pricing</h2>
98
- <table style="width:100%; border-collapse:collapse; border:1px solid #e2e8f0; border-radius:10px; overflow:hidden;">
99
- <thead>
100
- <tr style="background:#f1f5f9;">
101
- <th style="text-align:left; padding:10px; font-weight:600;">Plan</th>
102
- <th style="text-align:left; padding:10px; font-weight:600;">What’s included</th>
103
- <th style="text-align:left; padding:10px; font-weight:600;">Price</th>
104
- </tr>
105
- </thead>
106
- <tbody>
107
- <tr>
108
- <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>
109
- <td style="padding:10px; border-top:1px solid #e2e8f0;">Country + Sample Type, explanations, citations, export, report→credit</td>
110
- <td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$0.10 / sample</strong></td>
111
- </tr>
112
- <tr>
113
- <td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>Custom labels (optional)</strong></td>
114
- <td style="padding:10px; border-top:1px solid #e2e8f0;">Ethnicity, specific location granularity, phenotype, or bespoke fields</td>
115
- <td style="padding:10px; border-top:1px solid #e2e8f0;">Quote on request</td>
116
- </tr>
117
- <tr style="background:#fcfcff;">
118
- <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>
119
- <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>
120
- <td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$300 / 3 months</strong></td>
121
- </tr>
122
- </tbody>
123
- </table>
124
-
125
- <p style="margin:10px 0 0; font-size:14px; color:#475569;">
126
- <em>Note:</em> For very small sets that you can easily verify manually, we’ll advise you to skip paid runs.
127
- We optimize for your outcomes, not usage.
128
- </p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
129
 
130
- <!-- Edge case highlight -->
131
- <h2 id="edge_cases" style="margin:24px 0 8px; font-size:22px;">Edge Cases (our specialty)</h2>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
132
  <p>
133
- Some samples are especially hard to label because they don’t have a DOI, PubMed ID, or linked article.
134
- Normally these are ignored or left as “unknown.” We call them <strong>edge cases</strong>.
135
  </p>
136
  <ul>
137
- <li>Priced the same as normal runs ($0.10/sample) no penalty for difficulty</li>
138
- <li>Custom labels (e.g. ethnicity, city/province) can also be applied to edge cases on request</li>
 
 
139
  </ul>
140
- <div style="background:#fff7ed; border:1px solid #fed7aa; border-radius:12px; padding:14px; margin:20px 0;">
141
- <strong>Why it matters:</strong> One early researcher tested 4,932 samples and found our predictions
142
- for some <em>edge cases</em> were more accurate than his manual annotations even when metadata was missing.
143
- </div>
 
144
 
145
- <hr>
146
-
147
- <h2 id="research-supporter" style="margin:24px 0 8px; font-size:22px;">Research Partner Plan (for early supporters)</h2>
148
- <p>
149
- Designed for researchers running larger studies who want to support ongoing development while staying on budget.
150
- Instead of paying strictly per sample, you can join as a <strong>Research Partner</strong>:
151
- </p>
152
- <ul>
153
- <li><strong>$300 flat contribution</strong> (covers ~3,000 samples at $0.10 each, with flexibility on usage)</li>
154
- <li>Includes early access to new features and custom labels</li>
155
- <li>Direct feedback channel — help shape how the tool evolves</li>
156
- <li>Recognition as an early research supporter</li>
157
- </ul>
158
- <p>
159
- <em>This tier was inspired by our very first paying researcher, who contributed $300 to support
160
- continued development after testing thousands of samples. It’s ideal if you see the potential
161
- and want to support the mission, even if you’re still validating outputs in your workflow.</em>
162
- </p>
163
-
164
-
165
- <!-- Who it's for -->
166
- <h2 style="margin:24px 0 8px; font-size:22px;">Best for</h2>
167
- <ul style="margin:0 0 12px 18px;">
168
- <li>Labs cleaning large mtDNA cohorts where manual labeling is slow or inconsistent.</li>
169
- <li>Researchers who want fast leads + citations, then validate edge cases themselves.</li>
170
- <li>Teams that value transparency and iterative improvement.</li>
171
- </ul>
172
 
173
- <!-- CTA -->
174
- <div style="display:flex; gap:12px; flex-wrap:wrap; margin:20px 0;">
175
- <a href="https://huggingface.co/spaces/VyLala/mtDNALocation" target="_blank"
176
- style="background:#111827; color:#fff; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
177
- Try the Classifier
178
- </a>
179
- <a href="mailto:khanhphungvy@gmail.com" target="_blank"
180
- style="background:#e2e8f0; color:#0f172a; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
181
- Bulk / Research Partner request
182
- </a>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
183
  </div>
184
-
185
- <hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
186
-
187
- <!-- Mission -->
188
- <h2 style="margin:0 0 8px; font-size:22px;">Mission</h2>
189
- <p style="margin:0;">
190
- Rebuild trust in genomic metadata—one mtDNA sample at a time—through transparency, citations, and a tight feedback loop with researchers.
191
- </p>
192
- </div>
193
- </body>
194
- </html>
 
 
1
  <html>
2
  <head>
3
  <meta name="color-scheme" content="light">
4
  <style>
5
+ /* Force Hugging Face / Gradio containers to stay white */
6
+ html, body, #root, .gradio-container, .container, .block {
7
  background: #ffffff !important;
8
  color: #0f172a !important;
9
  margin: 0;
10
  padding: 0;
11
  }
12
+
13
  * {
14
+ color-scheme: only light !important;
15
  }
16
 
17
  /* Force text color inside your page */
 
49
  The tool suggests structured labels fast — you decide which ones to trust and refine.
50
  </p>
51
 
52
+ <div style="display:flex; gap:8px; flex-wrap:wrap; margin:12px 0 24px;">
53
+ <span style="background:#eef2ff; color:#3730a3; padding:6px 10px; border-radius:999px; font-size:12px;">84% country accuracy (n=4,934)</span>
54
+ <span style="background:#ecfeff; color:#155e75; padding:6px 10px; border-radius:999px; font-size:12px;">92% modern/ancient accuracy (n=4,934)</span>
55
+ <span style="background:#f0fdf4; color:#166534; padding:6px 10px; border-radius:999px; font-size:12px;">Source-backed explanations</span>
56
+ <span style="background:#fff7ed; color:#9a3412; padding:6px 10px; border-radius:999px; font-size:12px;">Report → free credit</span>
57
+ </div>
58
+
59
+ <hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
60
+
61
+ <!-- Purpose -->
62
+ <h2 style="margin:0 0 8px; font-size:22px;">Purpose</h2>
63
+ <p style="margin:0 0 12px;">
64
+ Make biological data <strong>reusable</strong> by labeling it better.
65
+ <br><br>
66
+ Many GenBank / NCBI samples have <strong>incomplete/missing metadata</strong> (country, sample type, optional ethnicity/specific location).
67
+ This tool helps researchers generate <strong>clean, structured labels</strong> — ready for papers, datasets, or analysis.
68
+ <br><br>
69
+ <em>This is not a black-box AI. It’s a partnership between AI speed and human expertise.</em>
70
+ </p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
71
 
72
+ <!-- What you get -->
73
+ <h2 style="margin:24px 0 8px; font-size:22px;">What you get</h2>
74
+ <ul style="margin:0 0 12px 18px;">
75
+ <li>AI-powered inference from GenBank accession alone.</li>
76
+ <li>Country + Sample Type by default; optional labels (e.g. ethnicity &amp; specific location) on request.</li>
77
+ <li>Transparent outputs: explanations, citations.</li>
78
+ <li>Excel export; batch upload; multi-ID input.</li>
79
+ <li><strong>Human-in-the-loop control:</strong> 1-click feedback ensures you decide what counts.</li>
80
+ </ul>
81
+
82
+ <div style="background:#f8fafc; border:1px solid #e2e8f0; border-radius:12px; padding:14px; margin:16px 0;">
83
+ <strong>Positioning:</strong> This tool is an <em>accelerator</em>, not a replacement.
84
+ AI surfaces leads quickly Human Intelligence validates tricky cases.
85
+ </div>
86
+
87
+ <hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
88
+
89
+ <!-- Free tier -->
90
+ <h2 style="margin:0 0 8px; font-size:22px;">Free tier</h2>
91
+ <ul style="margin:0 0 12px 18px;">
92
+ <li><strong>30</strong> free samples (no email).</li>
93
+ <li>Add email → <strong>+20</strong> bonus samples (<strong>50 total</strong>) and downloads.</li>
94
+ <li>Not satisfied? Click “Report” that row doesn’t count, and you get a credit back.</li>
95
+ </ul>
96
+
97
+ <!-- Pricing -->
98
+ <h2 style="margin:24px 0 8px; font-size:22px;">Simple pricing</h2>
99
+ <table style="width:100%; border-collapse:collapse; border:1px solid #e2e8f0; border-radius:10px; overflow:hidden;">
100
+ <thead>
101
+ <tr style="background:#f1f5f9;">
102
+ <th style="text-align:left; padding:10px; font-weight:600;">Plan</th>
103
+ <th style="text-align:left; padding:10px; font-weight:600;">What’s included</th>
104
+ <th style="text-align:left; padding:10px; font-weight:600;">Price</th>
105
+ </tr>
106
+ </thead>
107
+ <tbody>
108
+ <tr>
109
+ <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>
110
+ <td style="padding:10px; border-top:1px solid #e2e8f0;">Country + Sample Type, explanations, citations, export, report→credit</td>
111
+ <td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$0.10 / sample</strong></td>
112
+ </tr>
113
+ <tr>
114
+ <td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>Custom labels (optional)</strong></td>
115
+ <td style="padding:10px; border-top:1px solid #e2e8f0;">Ethnicity, specific location granularity, phenotype, or bespoke fields</td>
116
+ <td style="padding:10px; border-top:1px solid #e2e8f0;">Quote on request</td>
117
+ </tr>
118
+ <tr style="background:#fcfcff;">
119
+ <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>
120
+ <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>
121
+ <td style="padding:10px; border-top:1px solid #e2e8f0;"><strong>$300 / 3 months</strong></td>
122
+ </tr>
123
+ </tbody>
124
+ </table>
125
+
126
+ <p style="margin:10px 0 0; font-size:14px; color:#475569;">
127
+ <em>Note:</em> For very small sets that you can easily verify manually, we’ll advise you to skip paid runs.
128
+ We optimize for your outcomes, not usage.
129
+ </p>
130
 
131
+ <!-- Edge case highlight -->
132
+ <h2 id="edge_cases" style="margin:24px 0 8px; font-size:22px;">Edge Cases (our specialty)</h2>
133
+ <p>
134
+ Some samples are especially hard to label because they don’t have a DOI, PubMed ID, or linked article.
135
+ Normally these are ignored or left as “unknown.” We call them <strong>edge cases</strong>.
136
+ </p>
137
+ <ul>
138
+ <li>Priced the same as normal runs ($0.10/sample) — no penalty for difficulty</li>
139
+ <li>Custom labels (e.g. ethnicity, city/province) can also be applied to edge cases on request</li>
140
+ </ul>
141
+ <div style="background:#fff7ed; border:1px solid #fed7aa; border-radius:12px; padding:14px; margin:20px 0;">
142
+ <strong>Why it matters:</strong> One early researcher tested 4,932 samples and found our predictions
143
+ for some <em>edge cases</em> were more accurate than his manual annotations — even when metadata was missing.
144
+ </div>
145
+
146
+ <hr>
147
+
148
+ <h2 id="research-supporter" style="margin:24px 0 8px; font-size:22px;">Research Partner Plan (for early supporters)</h2>
149
  <p>
150
+ Designed for researchers running larger studies who want to support ongoing development while staying on budget.
151
+ Instead of paying strictly per sample, you can join as a <strong>Research Partner</strong>:
152
  </p>
153
  <ul>
154
+ <li><strong>$300 flat contribution</strong> (covers ~3,000 samples at $0.10 each, with flexibility on usage)</li>
155
+ <li>Includes early access to new features and custom labels</li>
156
+ <li>Direct feedback channel — help shape how the tool evolves</li>
157
+ <li>Recognition as an early research supporter</li>
158
  </ul>
159
+ <p>
160
+ <em>This tier was inspired by our very first paying researcher, who contributed $300 to support
161
+ continued development after testing thousands of samples. It’s ideal if you see the potential
162
+ and want to support the mission, even if you’re still validating outputs in your workflow.</em>
163
+ </p>
164
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
165
 
166
+ <!-- Who it's for -->
167
+ <h2 style="margin:24px 0 8px; font-size:22px;">Best for</h2>
168
+ <ul style="margin:0 0 12px 18px;">
169
+ <li>Labs cleaning large mtDNA cohorts where manual labeling is slow or inconsistent.</li>
170
+ <li>Researchers who want fast leads + citations, then validate edge cases themselves.</li>
171
+ <li>Teams that value transparency and iterative improvement.</li>
172
+ </ul>
173
+
174
+ <!-- CTA -->
175
+ <div style="display:flex; gap:12px; flex-wrap:wrap; margin:20px 0;">
176
+ <a href="https://huggingface.co/spaces/VyLala/mtDNALocation" target="_blank"
177
+ style="background:#111827; color:#fff; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
178
+ Try the Classifier
179
+ </a>
180
+ <a href="mailto:khanhphungvy@gmail.com" target="_blank"
181
+ style="background:#e2e8f0; color:#0f172a; text-decoration:none; padding:12px 16px; border-radius:10px; font-weight:600;">
182
+ Bulk / Research Partner request
183
+ </a>
184
+ </div>
185
+
186
+ <hr style="border:none; border-top:1px solid #e2e8f0; margin:24px 0;">
187
+
188
+ <!-- Mission -->
189
+ <h2 style="margin:0 0 8px; font-size:22px;">Mission</h2>
190
+ <p style="margin:0;">
191
+ Rebuild trust in genomic metadata—one mtDNA sample at a time—through transparency, citations, and a tight feedback loop with researchers.
192
+ </p>
193
  </div>
194
+ </body>
195
+ </html>