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    </url>

    <url>
        <loc>https://ncses.nsf.gov/pubs/nsf20301</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf19301</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20198</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20196</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20204</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf19318</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf20311</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf19312</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf19309</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf19323</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20197</loc>
        <lastmod>2019-09-04</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb20181</loc>
        
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        <loc>https://ncses.nsf.gov/pubs/nsf20305</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf18313</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21307</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf19310</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf20307</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20201</loc>
        <lastmod>2020-01-13</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf21306</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20203</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21300</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21316</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21301</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21318</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25337</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21309</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21315</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21317</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21304</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21312</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf21327</loc>
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        <lastmod>2021-04-21</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses22205</loc>
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        <loc>https://ncses.nsf.gov/pubs/ncses22204</loc>
        <lastmod>2024-02-07</lastmod>
    </url><url>
        <loc>https://ncses.nsf.gov/pubs/ncses22210</loc>
        <lastmod>2024-02-07</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf23350</loc>
        <lastmod>2023-09-28</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb202331</loc>
        <lastmod>2023-10-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24302</loc>
        <lastmod>2023-10-30</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24305</loc>
        <lastmod>2023-11-27</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24325</loc>
        <lastmod>2024-06-10</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24316</loc>
        <lastmod>2024-01-29</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24313</loc>
        <lastmod>2024-01-16</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24310</loc>
        <lastmod>2024-01-25</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb20244</loc>
        <lastmod>2024-02-14</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb20247</loc>
        <lastmod>2024-04-22</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24204</loc>
        <lastmod>2024-01-25</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24312</loc>
        <lastmod>2024-01-04</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24314</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf20310</loc>
        <lastmod>2020-03-16</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24322</loc>
        <lastmod>2024-04-03</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26315</loc>
        <lastmod>2026-03-13</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb202332</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf24323</loc>
        <lastmod>2024-04-11</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb20246</loc>
        <lastmod>2024-05-21</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb20245</loc>
        <lastmod>2024-05-30</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf23325</loc>
        <lastmod>2023-02-08</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24317</loc>
        <lastmod>2024-01-22</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses22214</loc>
        <lastmod>2024-02-07</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24315</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20243</loc>
        <lastmod>2024-03-13</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb202333</loc>
        <lastmod>2023-12-11</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24324</loc>
        <lastmod>2024-05-20</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf23344</loc>
        <lastmod>2023-06-14</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24334</loc>
        <lastmod>2024-09-30</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24206</loc>
        <lastmod>2024-09-04</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25307</loc>
        <lastmod>2024-11-12</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24329</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf24327</loc>
        <lastmod>2024-07-01</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25301</loc>
        <lastmod>2024-10-30</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25308</loc>
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        <loc>https://ncses.nsf.gov/pubs/ncses24205</loc>
        <lastmod>2024-06-17</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25302</loc>
        <lastmod>2024-10-29</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25305</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25329</loc>
        <lastmod>2025-03-19</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24210</loc>
        <lastmod>2024-09-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24339</loc>
        <lastmod>2024-10-15</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24330</loc>
        <lastmod>2024-07-15</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf23330</loc>
        <lastmod>2023-04-17</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf23331</loc>
        <lastmod>2023-05-24</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24331</loc>
        <lastmod>2024-07-22</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24332</loc>
        <lastmod>2024-08-15</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24213</loc>
        <lastmod>2024-09-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24212</loc>
        <lastmod>2024-09-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24209</loc>
        <lastmod>2024-09-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses24215</loc>
        <lastmod>2024-09-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25316</loc>
        <lastmod>2025-01-21</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25304</loc>
        <lastmod>2024-11-20</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25310</loc>
        <lastmod>2024-12-05</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf717515</loc>
        <lastmod>2023-05-25</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25312</loc>
        <lastmod>2024-12-17</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25313</loc>
        <lastmod>2024-11-25</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25300</loc>
        <lastmod>2024-12-02</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25332</loc>
        <lastmod>2025-04-10</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25324</loc>
        <lastmod>2025-01-30</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25320</loc>
        <lastmod>2025-01-23</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25318</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25330</loc>
        <lastmod>2025-03-24</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25311</loc>
        <lastmod>2024-12-05</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24318</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20257</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25331</loc>
        <lastmod>2025-09-23</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25349</loc>
        <lastmod>2025-08-28</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26305</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25334</loc>
        <lastmod>2025-04-24</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses25215</loc>
        <lastmod>2025-04-28</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25338</loc>
        <lastmod>2025-05-06</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25336</loc>
        <lastmod>2025-05-07</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses26001</loc>
        <lastmod>2025-12-09</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf24337</loc>
        <lastmod>2025-05-01</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsb20241</loc>
        <lastmod>2024-02-29</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25352</loc>
        <lastmod>2025-09-10</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26300</loc>
        <lastmod>2025-12-09</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26306</loc>
        <lastmod>2026-02-11</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25333</loc>
        <lastmod>2025-05-29</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25344</loc>
        <lastmod>2025-06-18</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25340</loc>
        <lastmod>2025-07-01</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25335</loc>
        <lastmod>2025-07-08</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses26002</loc>
        <lastmod>2025-12-11</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25341</loc>
        <lastmod>2025-06-02</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25345</loc>
        <lastmod>2025-07-10</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf23307</loc>
        <lastmod>2023-01-27</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26301</loc>
        <lastmod>2025-12-09</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26303</loc>
        <lastmod>2025-12-11</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26302</loc>
        <lastmod>2025-12-11</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26310</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25342</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsf25346</loc>
        <lastmod>2025-07-16</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25347</loc>
        <lastmod>2025-08-06</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses25012</loc>
        <lastmod>2025-08-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25351</loc>
        <lastmod>2025-08-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses25013</loc>
        <lastmod>2025-08-28</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses25014</loc>
        <lastmod>2025-09-24</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses26003</loc>
        <lastmod>2025-12-23</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25343</loc>
        <lastmod>2025-07-15</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25348</loc>
        <lastmod>2025-08-26</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25355</loc>
        <lastmod>2025-09-24</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25353</loc>
        <lastmod>2025-09-29</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26304</loc>
        <lastmod>2025-12-23</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses25221</loc>
        <lastmod>2026-01-12</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/ncses25222</loc>
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        <loc>https://ncses.nsf.gov/pubs/nsb20261</loc>
        <lastmod>2026-02-12</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26311</loc>
        <lastmod>2026-02-17</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26312</loc>
        <lastmod>2026-02-17</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26308</loc>
        <lastmod>2026-02-18</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26307</loc>
        <lastmod>2026-02-18</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf25354</loc>
        <lastmod>2025-09-29</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26314</loc>
        <lastmod>2026-02-27</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26309</loc>
        <lastmod>2026-03-10</lastmod>
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        <loc>https://ncses.nsf.gov/pubs/nsf26318</loc>
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