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<p class="MsoNormal"><span style="mso-fareast-language:EN-US">***apologies if you receive this more than once**<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><b><span style="color:#201F1E;background:white">Call for papers for WebSci'20 Workshop: Explanations for AI: Computable or Not?</span></b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p></o:p></span></p>
<div>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><a href="https://git.soton.ac.uk/nt1n16/exAI2020">https://git.soton.ac.uk/nt1n16/exAI2020</a><o:p></o:p></span></p>
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<div>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">CFP: <a href="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Feasychair.org%2Fcfp%2FexAI2020&data=01%7C01%7C%7C44edeb29099f47e4988708d7d7c7f72b%7C4a5378f929f44d3ebe89669d03ada9d8%7C0&sdata=JJoP%2FenQKog%2BoF%2B6XxWDId%2BQqvP6SknQBHIhZbY2XEU%3D&reserved=0" originalsrc="https://easychair.org/cfp/exAI2020" shash="u8v/4sLtkRBMgIGh/9f+t3SwF6fn6UrJPq0CY+byLCf6tQmm2XUYYlut5D9Q4xEDOyZ6U5J+PteKW1+3arawPJkpxPskDPPTA5jehwOTb0MaWoGj8GIa+0P1nsp2b9dURxho3QtnzlIBpYQhUYFkqyN2dpinbpB33Qqn6hbvIyk=" target="_blank"><span style="background:white">https://easychair.org/cfp/exAI2020</span></a><o:p></o:p></span></p>
</div>
<div>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p> </o:p></span></p>
</div>
<div>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">This workshop (hosted by the
<a href="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwebsci20.webscience.org%2F&data=01%7C01%7C%7C44edeb29099f47e4988708d7d7c7f72b%7C4a5378f929f44d3ebe89669d03ada9d8%7C0&sdata=vrVWz0T3H%2BtFWNH9bYijrTEbd6JQNx6Z6qT0gw%2BPY7Q%3D&reserved=0" originalsrc="https://websci20.webscience.org/" shash="Pxq68i1UXD90e+ZFwoLxYB0nKxOwzMvcohDj1P7D9YBDFcty5QGH9xdm0sMN+tFFTmUpluo2+vgphC2csh7/LGOIM3zfK2qWMorgKL9KNGOPp0LBGRIhnfirSpPrxumtlnO4cma5RuL38fXb+1MsQVEOqrqeIRyZqDSoK1XgOkM=" target="_blank">
WebSci'20</a> conference) will focus on socially-sensitive decisions made or assisted by AI systems which often involve more complex (e.g. machine learning) and opaque forms (also referred to as black-box algorithms) of underlying decision-making processes.
The aim is to stimulate a lively debate on whether explanations for AI are computable or not by bringing together researchers, practitioners and representatives of AI (or AI-assisted) decision-making systems. We invite short position papers of no more than
three pages on topics such as:<o:p></o:p></span></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Critiques and advantages of explanations for AI, including the extent in which explanations can or should be made computable.<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Use cases, scenarios and/or practical experience of explanations for AI, such as: the rationale, technologies and/or organisations measures used; and, accounts from different perspectives – e.g.
software designers, implementers and those subject to automated decision-making.<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Legal requirements for explanations, and the extent in which data ethics may drive explanations for AI.<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Reflections on the similarities and differences of explanations for AI decisions and manual decisions, as well as what makes a ‘good’ explanation and the etymology of explanations for socially-sensitive
decisions.<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Lessons from other related areas, such as challenges faced in the areas of computable contracts and compliance automation.<o:p></o:p></span></li></ul>
</div>
<p><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Successful authors will have the opportunity to showcase their work in the form of posters on July 8 at the joint conference and workshop poster reception. Selected opinion pieces will be invited
to be published in the next issue of <a href="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.journals.elsevier.com%2Fcomputer-law-and-security-review&data=01%7C01%7C%7C44edeb29099f47e4988708d7d7c7f72b%7C4a5378f929f44d3ebe89669d03ada9d8%7C0&sdata=zq6v%2BtPDTi1Jz96i7uJ1G6jYEfsCNrUY8AQFVzFHsAQ%3D&reserved=0" originalsrc="https://www.journals.elsevier.com/computer-law-and-security-review" shash="ASXFTJLQ/Ss0a5Z93cqrMtz27rfkWdEchnUjSE6A02ct5QItD1vYNuAW/Ce0CzyH43/dHc98Bbxfn4RLbYUjAZ8SA+hiUnezc2lPuCjhFmHYV4V2FwzOLZdA0n8arh/sxcQbOMpo8XuJjd688KKOr/IMfkfjtj1LQotfcfCLJfo=" target="_blank">
Computer Law & Security Review</a>.<o:p></o:p></span></p>
<h2><span style="font-size:9.0pt;font-family:"Tahoma",sans-serif">Important dates</span><span style="font-family:"Tahoma",sans-serif"><o:p></o:p></span></h2>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo2">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Deadline for submission of position papers:
<strong><span style="font-family:"Tahoma",sans-serif">30 April 2020</span></strong><o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo2">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Notification of acceptance/rejection:
<strong><span style="font-family:"Tahoma",sans-serif">25 May 2020</span></strong><o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo2">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Workshop: <strong>
<span style="font-family:"Tahoma",sans-serif">7 July 2020</span></strong><o:p></o:p></span></li></ul>
<div>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p> </o:p></span></p>
</div>
<div>
<p class="MsoNormal"><b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Description of Workshop theme</span></b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p></o:p></span></p>
</div>
<div>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p> </o:p></span></p>
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<div>
<p><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Automated decision making continues to be used for a variety of purposes within a multitude of sectors. Ultimately, what makes a 'good' explanation is a focus not only for the designers and developers
of AI systems, but for many disciplines, including law, philosophy, psychology, history, sociology and human-computer interaction. The principal objective of this workshop is to build a cross-sectoral, multi-disciplinary and international network of people
focusing on explanations for AI, and an agenda to drive this work forward.<o:p></o:p></span></p>
<p><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">A key goal is to uncover key arguments for and against the computability of explanations for AI related to decision-making that is likely to have major impacts on individuals (socially-sensitive
decision-making). In view of the growing complexity and opacity of underlying decision-making processes and the proliferation of automated decision-making systems, it is unsurprising that the notion of
<em><span style="font-family:"Tahoma",sans-serif">explainability</span></em> is in receipt of close attention -- particularly in light of the GDPR that gave rise to the explainability debate. While explanations are of critical importance for all socially-sensitive
decisions (i.e. regardless of whether they are determined through manual or automated processes), this workshop is specifically focused on socially-sensitive decisions made or assisted by AI systems which often involve more complex (e.g. machine learning)
and opaque forms (also referred to as black-box algorithms) of underlying decision-making processes.<o:p></o:p></span></p>
<p><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">We ask participants to consider whether explanations for AI can be computable or not. For the purposes of this workshop, we define a 'computable explanation' as follows: Explanation criteria
derived from applicable legal and governance frameworks are translated into a set of rules that can be processed by explanation generating algorithms. We are considering the following key issues:<o:p></o:p></span></p>
<ol start="1" type="1">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo3">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">The extent in which the process that generates explanations for AI can and should be automated. E.g. what are the key methodologies and principal technical, legal and organizational challenges for
generating computable explanations? How does the generation process itself remain accountable? Does it require meaningful human involvement?<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo3">
<span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">The principal benefits and limitations of computable explanations in comparison to non-computable explanations for AI as well as other methods for accountability.<o:p></o:p></span></li></ol>
<p><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Attendees are invited to submit short position papers of no more than three pages to the workshop organizers. Received position papers will be reviewed and accepted/rejected for inclusion in
the workshop by the workshop organizers. Where a paper is accepted, the attendee will have the opportunity to present their ideas in 10 minutes during the workshop. We hope to stimulate a lively debate on whether explanations for AI are computable or not by
providing time for an interactive discussion after each paper.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p> </o:p></span></p>
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<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p> </o:p></span></p>
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<p class="MsoNormal"><b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">Organisers</span></b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif"><o:p> </o:p></span></p>
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<p class="MsoNormal"><strong><span style="font-size:10.0pt;font-family:"inherit",serif">Professor Sophie Stalla-Bourdillon</span></strong><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">, Interdisciplinary Centre for Law, Internet and Culture
(iCLIC), University of Southampton, Southampton, UK<o:p></o:p></span></p>
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<div>
<p class="MsoNormal"><strong><span style="font-size:10.0pt;font-family:"inherit",serif">Professor Luc Moreau</span></strong><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">, Department of Informatics, King’s College London, London, UK<o:p></o:p></span></p>
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<p class="MsoNormal"><strong><span style="font-size:10.0pt;font-family:"inherit",serif">Dr. Laura Carmichael</span></strong><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">, Interdisciplinary Centre for Law, Internet and Culture (iCLIC), University
of Southampton, Southampton, UK<o:p></o:p></span></p>
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<p class="MsoNormal"><strong><span style="font-size:10.0pt;font-family:"inherit",serif">Niko Tsakalakis</span></strong><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">, Web and Internet Science (WAIS), University of Southampton, Southampton,
UK<o:p></o:p></span></p>
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<p class="MsoNormal"><strong><span style="font-size:10.0pt;font-family:"inherit",serif">Dong Huynh</span></strong><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">, Department of Informatics, King’s College London, London, UK<o:p></o:p></span></p>
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<p class="MsoNormal"><strong><span style="font-size:10.0pt;font-family:"inherit",serif">Dr. Ayah Helal</span></strong><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">, Department of Informatics, King’s College London, London, UK<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">All questions about submissions should be emailed to Niko Tsakalakis: <a href="mailto:N.Tsakalakis@southampton.ac.uk">N.Tsakalakis@southampton.ac.uk</a><o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif">======================================<o:p></o:p></span></p>
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<p class="MsoNormal"><b><span style="color:black">From:</span></b><span style="color:black"> Susan Davies <<a href="mailto:sdd1@soton.ac.uk">sdd1@soton.ac.uk</a>><br>
<b>Sent:</b> 03 April 2020 12:00<br>
<b>To:</b> Tsakalakis N. <<a href="mailto:N.Tsakalakis@southampton.ac.uk">N.Tsakalakis@southampton.ac.uk</a>><br>
<b>Subject:</b> RE: WebSci workshop</span> <o:p></o:p></p>
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<p class="xmsonormal">Hi Niko<o:p></o:p></p>
<p class="xmsonormal"> <o:p></o:p></p>
<p class="xmsonormal">Trying to keep sane! Hope you’re safe and well.<o:p></o:p></p>
<p class="xmsonormal"> <o:p></o:p></p>
<p class="xmsonormal">Happy to circulate this for you, but would you mind putting what you’d like me to send round in the body of an email, so I can then simply forward on? Also, note that the conference and workshops will now all be online, so you may wish
to update your text about this in your Call. The notice has just been put on the website<o:p></o:p></p>
<p class="xmsonormal"> <o:p></o:p></p>
<p class="xmsonormal"><a href="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwebsci20.webscience.org%2F&data=01%7C01%7C%7C44edeb29099f47e4988708d7d7c7f72b%7C4a5378f929f44d3ebe89669d03ada9d8%7C0&sdata=vrVWz0T3H%2BtFWNH9bYijrTEbd6JQNx6Z6qT0gw%2BPY7Q%3D&reserved=0" originalsrc="https://websci20.webscience.org/" shash="Pxq68i1UXD90e+ZFwoLxYB0nKxOwzMvcohDj1P7D9YBDFcty5QGH9xdm0sMN+tFFTmUpluo2+vgphC2csh7/LGOIM3zfK2qWMorgKL9KNGOPp0LBGRIhnfirSpPrxumtlnO4cma5RuL38fXb+1MsQVEOqrqeIRyZqDSoK1XgOkM=">https://websci20.webscience.org/</a><o:p></o:p></p>
<p class="xmsonormal"> <o:p></o:p></p>
<p class="xmsonormal">Best,<o:p></o:p></p>
<p class="xmsonormal"> <o:p></o:p></p>
<p class="xmsonormal">Susan<o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt">__________________________________</span><o:p></o:p></p>
<p class="xmsonormal"><b>Susan Davies</b><o:p></o:p></p>
<p class="xmsonormal">Coordination Manager, <a href="https://www.southampton.ac.uk/wsi/index.page?">
<span style="color:#0563C1">Web Science Institute</span></a><o:p></o:p></p>
<p class="xmsonormal">University Liaison Manager, <a href="https://www.southampton.ac.uk/wsi/alan-turing-institute/alan-turing-institute.page">
<span style="color:#0563C1">The Alan Turing Institute</span></a><o:p></o:p></p>
<p class="xmsonormal">Room 3041, Building 32<o:p></o:p></p>
<p class="xmsonormal">Web Science Institute<o:p></o:p></p>
<p class="xmsonormal">University of Southampton<o:p></o:p></p>
<p class="xmsonormal">Southampton SO17 1BJ<o:p></o:p></p>
<p class="xmsonormal"> <o:p></o:p></p>
<p class="xmsonormal">023 8059 3523 | 07768 266464<o:p></o:p></p>
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<p class="xmsonormal"> <o:p></o:p></p>
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<p class="xmsonormal"><b><span lang="EN-US">From:</span></b><span lang="EN-US"> Tsakalakis N. <<a href="mailto:N.Tsakalakis@southampton.ac.uk">N.Tsakalakis@southampton.ac.uk</a>>
<br>
<b>Sent:</b> 03 April 2020 11:53<br>
<b>To:</b> Susan Davies <<a href="mailto:sdd1@soton.ac.uk">sdd1@soton.ac.uk</a>><br>
<b>Subject:</b> WebSci workshop</span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt;color:black">Hi Susan,</span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt;color:black"> </span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt;color:black">I hope you're well and sane during the lock-down!
<br>
<br>
I've seen the workshops' cfp you have been kindly sending around and I was wondering if there's a way I can get in on the action. Our workshop's details are at <a href="https://git.soton.ac.uk/nt1n16/exAI2020">https://git.soton.ac.uk/nt1n16/exAI2020</a> but
if you'd like something more than a copy/paste from there let me know and I can draft something.</span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt;color:black"> </span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt;color:black">If this is in your to-do list already, obviously feel free to ignore this email
</span><span style="font-size:12.0pt;font-family:"Segoe UI Emoji",sans-serif;color:black">🙂</span><span style="font-size:12.0pt;color:black"> </span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:12.0pt;color:black"> </span><o:p></o:p></p>
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<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D">Kind regards,</span><o:p></o:p></p>
<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="xmsonormal"><b><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D">Niko Tsakalakis</span></b><o:p></o:p></p>
<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D">Postgraduate student</span><o:p></o:p></p>
<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D">Web Science Centre for Doctoral Training</span><o:p></o:p></p>
<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D">University of Southampton</span><o:p></o:p></p>
<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
<p class="xmsonormal" style="background:white"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#222222">_________________________________</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white"><span lang="EN-US" style="font-size:7.5pt;font-family:"Arial",sans-serif;color:#222222">This e-mail and its attachments are intended for the above named only and may be confidential. If they have come to you in
error you must not copy or show them to anyone, nor should you take any action based on them, other than to notify the error by replying to the sender.</span><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#222222"><br>
</span><span lang="EN-US" style="font-size:18.0pt;font-family:Webdings;color:green">P</span><span lang="EN-US" style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#222222"> </span><span lang="EN-US" style="font-size:7.5pt;font-family:"Tahoma",sans-serif;color:green">please
consider the environment - do you really need to print this email?</span><o:p></o:p></p>
<p class="xmsonormal"><span style="font-size:10.0pt;font-family:"Tahoma",sans-serif;color:#1F497D"> </span><o:p></o:p></p>
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