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<!doctype html><html><head><meta charset='utf-8'><title>eval_set non-Addgene</title>
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<h1>eval_set — non-Addgene held-out plasmids</h1>
<p><b>Generated:</b> 2026-05-02T22:54:25.554929Z</p>
<p>n=656 plasmids, 12000 comp windows, 3784 surp windows</p>
<h2>Continuation by split</h2>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th>split</th>
<th>n_plasmids</th>
<th>n_windows</th>
<th>Base</th>
<th>SFT</th>
<th>RL</th>
<th>RL-Base</th>
<th>RL-SFT</th>
</tr>
</thead>
<tbody>
<tr>
<td>clean_seva</td>
<td>88</td>
<td>2772</td>
<td>-4.1473</td>
<td>-3.4047</td>
<td>-6.5865</td>
<td>-2.4392</td>
<td>-3.1818</td>
</tr>
<tr>
<td>hard_ood_chassis</td>
<td>50</td>
<td>1914</td>
<td>-5.8742</td>
<td>-4.9244</td>
<td>-7.7061</td>
<td>-1.8319</td>
<td>-2.7817</td>
</tr>
<tr>
<td>dual_host</td>
<td>201</td>
<td>10599</td>
<td>-7.0408</td>
<td>-5.7407</td>
<td>-7.9791</td>
<td>-0.9383</td>
<td>-2.2384</td>
</tr>
<tr>
<td>stress_test</td>
<td>7</td>
<td>531</td>
<td>-6.5049</td>
<td>-5.3609</td>
<td>-7.5605</td>
<td>-1.0556</td>
<td>-2.1996</td>
</tr>
<tr>
<td>full_set</td>
<td>656</td>
<td>30402</td>
<td>-6.6224</td>
<td>-5.4644</td>
<td>-7.7490</td>
<td>-1.1266</td>
<td>-2.2846</td>
</tr>
</tbody>
</table>
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<h2>Surprisal by split</h2>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th>split</th>
<th>n_plasmids</th>
<th>n_windows</th>
<th>Base</th>
<th>SFT</th>
<th>RL</th>
<th>RL-Base</th>
<th>RL-SFT</th>
</tr>
</thead>
<tbody>
<tr>
<td>clean_seva</td>
<td>88</td>
<td>858</td>
<td>-13.5061</td>
<td>-7.0421</td>
<td>-10.7135</td>
<td>2.7926</td>
<td>-3.6714</td>
</tr>
<tr>
<td>hard_ood_chassis</td>
<td>50</td>
<td>669</td>
<td>-13.4235</td>
<td>-7.7557</td>
<td>-10.7485</td>
<td>2.6750</td>
<td>-2.9928</td>
</tr>
<tr>
<td>dual_host</td>
<td>201</td>
<td>4077</td>
<td>-12.9730</td>
<td>-7.9611</td>
<td>-10.6786</td>
<td>2.2944</td>
<td>-2.7175</td>
</tr>
<tr>
<td>stress_test</td>
<td>7</td>
<td>177</td>
<td>-12.9169</td>
<td>-7.4829</td>
<td>-10.3571</td>
<td>2.5598</td>
<td>-2.8742</td>
</tr>
<tr>
<td>full_set</td>
<td>656</td>
<td>11352</td>
<td>-12.9963</td>
<td>-7.7041</td>
<td>-10.6209</td>
<td>2.3754</td>
<td>-2.9168</td>
</tr>
</tbody>
</table>
<img 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<h2>Top 20 plasmids where RL beats SFT (continuation)</h2>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th>Plasmid</th>
<th>name</th>
<th>ori_family</th>
<th>amr</th>
<th>length_bp</th>
<th>Base_mean</th>
<th>SFT_mean</th>
<th>RL_mean</th>
<th>RL_minus_SFT</th>
<th>RL_minus_Base</th>
</tr>
</thead>
<tbody>
<tr>
<td>AF133831.1</td>
<td>pME6040</td>
<td>p15A</td>
<td>ZeoR</td>
<td>5303</td>
<td>-8.485255</td>
<td>-7.819851</td>
<td>-7.011600</td>
<td>0.808251</td>
<td>1.473655</td>
</tr>
<tr>
<td>HQ624981.1</td>
<td>pRMU824Km</td>
<td>p15A</td>
<td>KanR|CmR</td>
<td>4886</td>
<td>-8.855402</td>
<td>-9.004785</td>
<td>-8.377150</td>
<td>0.627635</td>
<td>0.478252</td>
</tr>
<tr>
<td>LC801619.1</td>
<td>Deinococcus grandis-E.coli shuttle vector pGRC5 DNA</td>
<td>p15A</td>
<td>SpecR</td>
<td>3908</td>
<td>-5.801751</td>
<td>-6.208412</td>
<td>-5.602442</td>
<td>0.605970</td>
<td>0.199309</td>
</tr>
<tr>
<td>AY622813.1</td>
<td>Cloning shuttle vector pSCR202</td>
<td>pUC/ColE1</td>
<td>AmpR</td>
<td>8084</td>
<td>-10.786337</td>
<td>-8.788767</td>
<td>-8.574612</td>
<td>0.214155</td>
<td>2.211725</td>
</tr>
<tr>
<td>BD002036.1</td>
<td>Replicable DNA in Corynebacterium microorganism</td>
<td>unannotated</td>
<td>ZeoR</td>
<td>2952</td>
<td>-7.725949</td>
<td>-8.099887</td>
<td>-7.943611</td>
<td>0.156276</td>
<td>-0.217662</td>
</tr>
<tr>
<td>LC895501.1</td>
<td>Escherichia coli-Thermus thermophilus shuttle vector pIOK1 DNA</td>
<td>pUC/ColE1</td>
<td>HygR|ZeoR</td>
<td>5095</td>
<td>-7.768955</td>
<td>-7.991939</td>
<td>-7.851800</td>
<td>0.140139</td>
<td>-0.082846</td>
</tr>
<tr>
<td>LC895499.1</td>
<td>Escherichia coli-Thermus thermophilus shuttle vector pIOK3_B1 DNA</td>
<td>pUC/ColE1</td>
<td>HygR|ZeoR</td>
<td>10357</td>
<td>-8.341287</td>
<td>-8.555503</td>
<td>-8.438738</td>
<td>0.116765</td>
<td>-0.097451</td>
</tr>
<tr>
<td>AB183146.1</td>
<td>Integration vector pCRA732 containing a mini composite Tn14751 DNA</td>
<td>unannotated</td>
<td>KanR|CmR</td>
<td>6555</td>
<td>-10.545073</td>
<td>-8.902523</td>
<td>-8.863567</td>
<td>0.038956</td>
<td>1.681506</td>
</tr>
<tr>
<td>LC895485.1</td>
<td>Escherichia coli-Thermus thermophilus shuttle vector pSN2B DNA</td>
<td>pUC/ColE1|rolling_circle</td>
<td>HygR|ZeoR</td>
<td>5405</td>
<td>-7.759212</td>
<td>-7.993813</td>
<td>-7.960634</td>
<td>0.033179</td>
<td>-0.201422</td>
</tr>
<tr>
<td>AY222814.1</td>
<td>pK18mob2</td>
<td>F/oriV</td>
<td>KanR</td>
<td>3035</td>
<td>-9.102863</td>
<td>-6.831980</td>
<td>-6.818185</td>
<td>0.013795</td>
<td>2.284678</td>
</tr>
<tr>
<td>BD014705.1</td>
<td>Isolated polynucleotide</td>
<td>unannotated</td>
<td>ZeoR</td>
<td>3935</td>
<td>-8.109170</td>
<td>-8.269707</td>
<td>-8.301171</td>
<td>-0.031464</td>
<td>-0.192001</td>
</tr>
<tr>
<td>KF498961.1</td>
<td>pRES</td>
<td>unannotated</td>
<td>AmpR</td>
<td>8482</td>
<td>-8.620170</td>
<td>-7.493174</td>
<td>-7.527600</td>
<td>-0.034426</td>
<td>1.092570</td>
</tr>
<tr>
<td>AY219691.1</td>
<td>pBHK18</td>
<td>unannotated</td>
<td>KanR</td>
<td>3337</td>
<td>-8.176365</td>
<td>-8.286242</td>
<td>-8.377295</td>
<td>-0.091053</td>
<td>-0.200930</td>
</tr>
<tr>
<td>D13792.1</td>
<td>Unidentified cloning vector pHY163PLK</td>
<td>p15A</td>
<td>TetR</td>
<td>2519</td>
<td>-7.733208</td>
<td>-7.607516</td>
<td>-7.698650</td>
<td>-0.091134</td>
<td>0.034558</td>
</tr>
<tr>
<td>GU944694.1</td>
<td>Corynebacterium glutamicum/Escherichia coli shuttle expression vector pBJ1</td>
<td>pBR322|pUC/ColE1</td>
<td>KanR</td>
<td>7028</td>
<td>-10.083834</td>
<td>-9.138793</td>
<td>-9.248459</td>
<td>-0.109666</td>
<td>0.835375</td>
</tr>
<tr>
<td>MF034723.1</td>
<td>pVWEx1</td>
<td>p15A</td>
<td>KanR</td>
<td>8619</td>
<td>-10.550553</td>
<td>-8.449742</td>
<td>-8.599850</td>
<td>-0.150108</td>
<td>1.950703</td>
</tr>
<tr>
<td>AJ308376.1</td>
<td>pDA71 DNA AccIII fragment</td>
<td>unannotated</td>
<td>CmR</td>
<td>5203</td>
<td>-7.403764</td>
<td>-7.471836</td>
<td>-7.630268</td>
<td>-0.158432</td>
<td>-0.226504</td>
</tr>
<tr>
<td>PV135005.1</td>
<td>pSB3-Kan</td>
<td>pUC/ColE1</td>
<td>AmpR</td>
<td>9814</td>
<td>-8.458614</td>
<td>-8.139795</td>
<td>-8.309565</td>
<td>-0.169770</td>
<td>0.149049</td>
</tr>
<tr>
<td>LC895492.1</td>
<td>Escherichia coli-Thermus thermophilus shuttle vector pIOK9D2 DNA</td>
<td>pUC/ColE1</td>
<td>HygR|ZeoR</td>
<td>4801</td>
<td>-7.969908</td>
<td>-7.333757</td>
<td>-7.529735</td>
<td>-0.195977</td>
<td>0.440174</td>
</tr>
<tr>
<td>HM569775.1</td>
<td>Shuttle DNA vaccine vector pLKV1</td>
<td>unannotated</td>
<td>KanR</td>
<td>4448</td>
<td>-8.474478</td>
<td>-9.240195</td>
<td>-9.479327</td>
<td>-0.239132</td>
<td>-1.004849</td>
</tr>
</tbody>
</table>
<h2>Top 20 plasmids where RL beats SFT (surprisal)</h2>
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th>Plasmid</th>
<th>name</th>
<th>ori_family</th>
<th>amr</th>
<th>length_bp</th>
<th>Base_mean</th>
<th>SFT_mean</th>
<th>RL_mean</th>
<th>RL_minus_SFT</th>
<th>RL_minus_Base</th>
</tr>
</thead>
<tbody>
<tr>
<td>JX560341.2</td>
<td>pSEVA511</td>
<td>R6K</td>
<td>TetR</td>
<td>2330</td>
<td>-11.896021</td>
<td>-14.230711</td>
<td>-9.498708</td>
<td>4.732003</td>
<td>2.397313</td>
</tr>
<tr>
<td>JX560385.2</td>
<td>pSEVA514</td>
<td>R6K</td>
<td>TetR</td>
<td>3757</td>
<td>-11.768641</td>
<td>-13.076074</td>
<td>-9.943147</td>
<td>3.132927</td>
<td>1.825493</td>
</tr>
<tr>
<td>JX560342.1</td>
<td>pSEVA521</td>
<td>RK2</td>
<td>TetR</td>
<td>4160</td>
<td>-13.836471</td>
<td>-12.705585</td>
<td>-11.504357</td>
<td>1.201228</td>
<td>2.332113</td>
</tr>
<tr>
<td>JX560384.2</td>
<td>pSEVA414</td>
<td>R6K</td>
<td>SpecR</td>
<td>3479</td>
<td>-11.837051</td>
<td>-12.836061</td>
<td>-12.133628</td>
<td>0.702433</td>
<td>-0.296576</td>
</tr>
<tr>
<td>JX560343.1</td>
<td>pSEVA531</td>
<td>unannotated</td>
<td>TetR</td>
<td>3460</td>
<td>-11.848618</td>
<td>-8.914392</td>
<td>-8.730183</td>
<td>0.184209</td>
<td>3.118434</td>
</tr>
<tr>
<td>KC847293.2</td>
<td>pSEVA424</td>
<td>RK2</td>
<td>SpecR</td>
<td>5309</td>
<td>-13.150341</td>
<td>-12.284194</td>
<td>-12.592421</td>
<td>-0.308227</td>
<td>0.557920</td>
</tr>
<tr>
<td>KP340794.1</td>
<td>C.glutamicum-E.coli shuttle vector pCRB12i</td>
<td>unannotated</td>
<td>KanR</td>
<td>5536</td>
<td>-13.445343</td>
<td>-9.762623</td>
<td>-10.141448</td>
<td>-0.378825</td>
<td>3.303895</td>
</tr>
<tr>
<td>AF092035.1</td>
<td>Integration vector pCGL0289</td>
<td>unannotated</td>
<td>KanR</td>
<td>3147</td>
<td>-14.003645</td>
<td>-9.395253</td>
<td>-9.786705</td>
<td>-0.391452</td>
<td>4.216939</td>
</tr>
<tr>
<td>KX806599.1</td>
<td>Bicistronic shuttle vector pDUO-26T</td>
<td>pBR322</td>
<td>TetR</td>
<td>6972</td>
<td>-13.883743</td>
<td>-10.270704</td>
<td>-10.946962</td>
<td>-0.676258</td>
<td>2.936781</td>
</tr>
<tr>
<td>JX560379.2</td>
<td>pSEVA512S</td>
<td>R6K</td>
<td>TetR</td>
<td>2731</td>
<td>-15.233499</td>
<td>-10.073881</td>
<td>-10.846849</td>
<td>-0.772968</td>
<td>4.386650</td>
</tr>
<tr>
<td>LC363920.1</td>
<td>pK4RP DNA</td>
<td>pBR322|pAL5000</td>
<td>KanR|ErmR</td>
<td>5295</td>
<td>-12.872396</td>
<td>-8.943647</td>
<td>-9.764703</td>
<td>-0.821056</td>
<td>3.107693</td>
</tr>
<tr>
<td>MG599120.1</td>
<td>pBACOV</td>
<td>pUC/ColE1</td>
<td>AmpR|KanR</td>
<td>5396</td>
<td>-11.906407</td>
<td>-9.420369</td>
<td>-10.334081</td>
<td>-0.913712</td>
<td>1.572326</td>
</tr>
<tr>
<td>MG599121.1</td>
<td>pBACOV-sfGFP</td>
<td>pUC/ColE1</td>
<td>AmpR|KanR</td>
<td>5957</td>
<td>-11.729877</td>
<td>-9.170331</td>
<td>-10.107035</td>
<td>-0.936704</td>
<td>1.622843</td>
</tr>
<tr>
<td>AY222815.1</td>
<td>pK19mob2</td>
<td>F/oriV</td>
<td>KanR</td>
<td>3036</td>
<td>-12.928503</td>
<td>-10.122196</td>
<td>-11.088433</td>
<td>-0.966237</td>
<td>1.840070</td>
</tr>
<tr>
<td>BD004741.1</td>
<td>Replicable DNA</td>
<td>unannotated</td>
<td>ZeoR</td>
<td>2123</td>
<td>-14.310709</td>
<td>-8.586093</td>
<td>-9.555433</td>
<td>-0.969340</td>
<td>4.755276</td>
</tr>
<tr>
<td>KC847294.2</td>
<td>pSEVA434</td>
<td>unannotated</td>
<td>SpecR</td>
<td>4609</td>
<td>-11.825106</td>
<td>-9.756732</td>
<td>-10.742971</td>
<td>-0.986240</td>
<td>1.082134</td>
</tr>
<tr>
<td>JX560346.2</td>
<td>pSEVA611</td>
<td>R6K</td>
<td>GmR</td>
<td>1871</td>
<td>-10.928098</td>
<td>-9.647164</td>
<td>-10.634159</td>
<td>-0.986995</td>
<td>0.293939</td>
</tr>
<tr>
<td>CBFDQF010000177.1</td>
<td>soil metagenome genome assembly</td>
<td>unannotated</td>
<td>SpecR</td>
<td>6869</td>
<td>-12.774983</td>
<td>-8.449692</td>
<td>-9.454901</td>
<td>-1.005210</td>
<td>3.320082</td>
</tr>
<tr>
<td>PP793738.1</td>
<td>pPARS1_GUT1_eGFP</td>
<td>pUC/ColE1</td>
<td>AmpR</td>
<td>6049</td>
<td>-13.003626</td>
<td>-10.472519</td>
<td>-11.488870</td>
<td>-1.016350</td>
<td>1.514756</td>
</tr>
<tr>
<td>AF015088.1</td>
<td>Rhodococcus erythropolis plasmid pFAJ2600 complete sequence</td>
<td>RK2|pAL5000</td>
<td>SpecR</td>
<td>5936</td>
<td>-12.036833</td>
<td>-8.939039</td>
<td>-9.970196</td>
<td>-1.031157</td>
<td>2.066637</td>
</tr>
</tbody>
</table>
</body></html>

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