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	<title>Communicate Clearly</title>
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		<title>Irregular Verbs</title>
		<link>http://www.communicateclearlyokc.com/2011/09/irregular-verbs/</link>
		<comments>http://www.communicateclearlyokc.com/2011/09/irregular-verbs/#comments</comments>
		<pubDate>Thu, 15 Sep 2011 16:24:00 +0000</pubDate>
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		<description><![CDATA[by Mignon Fogarty via Grammar Girl

Why do we say we saw a movie instead of we seed a movie, and did you  know that the past tense of the verb “help” used to be “holp” instead  of “helped”?
Regular Verbs Versus Irregular Verbs
Most of the time you add -ed to a verb to put [...]]]></description>
			<content:encoded><![CDATA[<p>by <em>Mignon Fogarty via <a href="http://grammar.quickanddirtytips.com/irregular-verbs.aspx" target="_blank">Grammar Girl</a><br />
</em></p>
<p>Why do we say we saw a movie instead of we seed a movie, and did you  know that the past tense of the verb “help” used to be “holp” instead  of “helped”?</p>
<p><strong>Regular Verbs Versus Irregular Verbs</strong></p>
<p>Most of the time you add -ed to a verb to put it in the past tense;  “slurp” becomes “slurped,” “scarf” becomes “scarfed,” and “offend”  becomes “offended,” for example. When you make a verb past tense back  tacking on an -ed, you’re dealing with a regular verb. It’s the regular  way we make things past tense.</p>
<p>English also has verbs that don’t follow this pattern: verbs such as  “am,” which becomes “was”; “tell,” which becomes “told”; and “sing,”  which becomes “sang.” These are called irregular verbs because they  don’t follow the regular pattern.</p>
<div>
<p>Think of irregular verbs as relics from Old English.</p>
</div>
<p>People who grew up speaking English just know the irregular verbs,  but children and people who are learning  English as adults struggle  with them. As toddlers are learning the language they often say things  such as “He breaked my doll,” instead of “He broke my doll,” and “Daddy  goed to the store,” instead of “Daddy went to the store,” and adults who  are learning English are faced with memorizing a long list of irregular  verbs.</p>
<p><strong>The Root: Old English Irregular Verbs</strong></p>
<p>Irregular verbs are relics from the past. Believe it or not, the  rules for conjugation (a fancy word for “working the verb”) were even  more complicated Old English. Our regular verbs are called “weak verbs”  in Old English, but Old English also had at least seven different kinds  of strong verbs. Many of our irregular verbs are holdovers from those  seven types of strong verbs (1), which is why you can’t see any one  pattern when you look at a list of irregular verbs. There are actually  multiple sparsely represented patterns. For example, “teach” and “catch”  become “taught” and caught,” “choose” and “freeze” become “chose” and  “froze,” and some verbs don’t change at all: “Hit”* and “quit” stay  “hit” and “quit” in the past tense (2).</p>
<p><strong>The Role of Foreigners Learning English Irregular Verbs</strong></p>
<p>Over time, English became simpler and many verbs were regularized.  Languages become simpler when a lot of foreigners learn the language as  adults, especially when they’re just learning by listening to everyday  interactions and don’t have formal books and classes (3) as would have  been the case between Old English and Modern English.</p>
<p>And researchers noticed something really interesting about which  verbs stayed irregular and which verbs changed to become regular: the  more often a word is used, the more likely it is to stay irregular. In  fact, every one of the 10 most common English verbs is irregular:</p>
<p>“I am” &#8211;&gt; “I was”<br />
“I have” &#8211;&gt; “I had”<br />
“Do you?” &#8211;&gt; “Did you?”</p>
<p>These are all easy words: single syllable words from Anglo-Saxon  origins (4). Besides “be,” “have,” and “do,” they are “go,” “say,”  “can,” “will,” “see,” “take,” and “get.”</p>
<p><strong>Irregular Verb Evolution</strong></p>
<p>Researchers at Harvard found a strong correlation between how often a  verb is used and whether it regularized (1, 5). They think these 10  common verbs held on to their irregular form so firmly precisely because  they’re so common. They actually compared the process to biological  evolution, in which changes&#8211;mutations&#8211;in the most important genes are  the least likely to propagate.</p>
<p>Think about how often you hear the verbs “am” and “have” in everyday  conversation. “I have to go now. I am hungry, and I have a headache.”  If you’re learning English just by listening, these are going to be the  easiest verbs to learn properly because you hear them over and over  again.</p>
<p>But if you were someone learning English in the Middle Ages dealing  with words you don’t hear very often&#8211;”to chide,” for example&#8211;you may  not be able to remember that the past tense is “chode,” and instead  you’d just default to the regular rule and say “chided” on the rare  occasions when you need the word; or you wouldn’t have learned the verb  and wouldn’t know to correct your children when they defaulted to the  regular form. Once enough children grew up thinking “chided” was the  normal form of the verb, “chode” was doomed.</p>
<p><strong>Strange Exceptions</strong></p>
<p>Finally, there’s a nuance and a couple of exceptions to this  verb-evolution process that are worth talking about just because they’re  so strange and interesting.</p>
<p><strong>“Burned” Versus “Burnt”</strong></p>
<p>First, verbs don’t always evolve at the same rate in different countries. As far as I can tell, nobody knows why, but <a href="http://grammar.quickanddirtytips.com/british-american-english-differences.aspx">British English</a> speakers have held on to irregular verbs more than American English speakers, which is why they say “<a href="http://grammar.quickanddirtytips.com/grammar-comments.aspx">dreamt</a>,” “burnt,” and “learnt” in Britain, and we say “dreamed,” “burned,” and “learned” in America.</p>
<p><strong>“Sneaked” and “Snuck”</strong></p>
<p>Second, there are a few rare verbs that were regular but have taken  on an irregular past tense. It’s like evolution going in reverse.  “Sneaked” is the regular past tense form of the verb “to sneak,” but  sometime in the late 19th or early 20th century, “<a href="http://www.youtube.com/watch?v=dICo1MbeFeE">snuck</a>” started sneaking into English (6).</p>
<p><strong>“Lighted” and “Lit”</strong></p>
<p>Sometime after 1800, people began to prefer the irregular verb “lit”  to the regular past tense “lighted” (7). “Lit and “lighted” both  currently exist as fully acceptable past-tense forms of “to light.”  “Snuck” is still considered slightly less than acceptable, but according  to the Harvard researchers, 1% of the English-speaking population  switches from “sneaked” to “snuck” every year, with the shift being most  powerful in America.</p>
<p><strong>Summary</strong></p>
<p>The bottom line is that you either know the irregular verbs because  you absorbed them by growing up in an English-speaking country or you  have to memorize them, which is a pain. But if you have to memorize  them, I hope you at least find it more interesting now that you know  you’re digging into the relics of English, and that one reason these  irregular verbs still exist is that English learners in the past could  remember them.</p>
<p>Mignon Fogarty is Grammar Girl and the author of the new book, <em><a href="http://www.quickanddirtytips.com/staticcontent/ultimate-writing-guide-for-students.aspx">Grammar Girl Presents the Ultimate Writing Guide for Students</a></em>, available online, in bookstores, and this fall, through Scholastic book fairs.</p>
<p><strong>References</strong></p>
<p>1. Lieberman, E. et al. “Quantifying the Evolutionary Dynamics of Language,” <em>Nature</em>, vol. 449, no. 7163, p. 713-716, October 11, 2007.  <a href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2460562/">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2460562/</a> (accessed September 13, 2011).<br />
2. “English Irregular Verbs,” <em>Wikipedia</em>. <a href="http://en.wikipedia.org/wiki/English_irregular_verbs">http://en.wikipedia.org/wiki/English_irregular_verbs</a> (accessed September 13, 2011).<br />
3. McWhorter, J. <em><a href="http://us.penguingroup.com/nf/Book/BookDisplay/0,,9781592404940,00.html">Our Magnificent Bastard Tongue</a></em>, Gotham Books, 2008.<br />
4. Stephen Pinker “The Irregular Verbs,” <a href="http://pinker.wjh.harvard.edu/articles/media/2000_03_landfall.html">http://pinker.wjh.harvard.edu/articles/media/2000_03_landfall.html</a> (accessed September 13, 2011).<br />
5. Michel, Jean-Baptiste et al. “Quantitative Analysis of Culture Using Millions of Digitized Books,” <em>Science</em>, vol. 331, p. 176-182, January 13, 2011. <a href="http://mfi.uchicago.edu/publications/papers/Science_Culturomics.pdf">http://mfi.uchicago.edu/publications/papers/Science_Culturomics.pdf</a> (accessed September 13, 2011).<br />
6. Gellene, D.  “How English adds the &#8216;-ed&#8217;” <em>Los Angeles Times</em>,  October 11, 2007. <a href="http://articles.latimes.com/2007/oct/11/science/sci-verbs11">http://articles.latimes.com/2007/oct/11/science/sci-verbs11</a> (accessed September 13, 2011).<br />
7. Yong, E. “The Culture Genome: Google Books Reveals Traces of Fame, Censorship, and Changing Languages,” <em>Discover Magazine</em>. <a href="http://blogs.discovermagazine.com/notrocketscience/2010/12/16/the-cultural-genome-google-books-reveals-traces-of-fame-censorship-and-changing-languages/">http://blogs.discovermagazine.com/notrocketscience/2010/12/16/the-cultural-genome-google-books-reveals-traces-of-fame-censorship-and-changing-languages/</a> (accessed September 13, 2011).</p>
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		<title>Facts about the language</title>
		<link>http://www.communicateclearlyokc.com/2011/09/facts-about-the-language/</link>
		<comments>http://www.communicateclearlyokc.com/2011/09/facts-about-the-language/#comments</comments>
		<pubDate>Wed, 14 Sep 2011 23:02:37 +0000</pubDate>
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		<description><![CDATA[by Oxford Dictionaries
The 20-volume historical Oxford English Dictionary is the largest record of words used in English, past and present. It contains words that are now obsolete or rare (such as xenagogue &#8216;a person who guides strangers&#8217; and vicine &#8216;neighboring or adjacent&#8217;) in addition to the latest coinages such as phishing and podcast.
The second edition [...]]]></description>
			<content:encoded><![CDATA[<p><em>by <a href="http://oxforddictionaries.com/" target="_blank">Oxford Dictionaries</a></em></p>
<p>The 20-volume historical <em>Oxford English Dictionary</em> is the largest record of words used in English, past and present. It contains words that are now obsolete or rare (such as <em>xenagogue</em> &#8216;a person who guides strangers&#8217; and <em>vicine</em> &#8216;neighboring or adjacent&#8217;) in addition to the latest coinages such as <em>phishing</em> and <em>podcast</em>.</p>
<p>The second edition of the <em>OED</em>, published in 1989 and  consisting of twenty volumes, contains more than 615,000 entries, and  the third, available online, is expanding all the time, with batches of  2,500 new and revised words and phrases being added in regular quarterly  updates.</p>
<div><strong>How many words are there in English?</strong></div>
<p>It is a question often asked, but not so easily answered. Even the <em>OED</em> does not set out to include every specialized technical term or slang  or dialect expression ever used. New words are constantly being  invented, developed from existing words, or adopted from other  languages. Most will be used rarely, or only by a small group of people.  This means that an unlimited number of words may occur in speech and  writing which will never be recorded in even the largest dictionary.</p>
<p>Furthermore, what exactly is a word? Clearly we should include single units such as <em>cat</em> and <em>dog</em>. But are the plurals <em>cats</em> and <em>dogs</em> separate words? Should we include compounds such as <em>walking stick</em>,  which are made up of two existing words? There are an almost unlimited  number of such two-word compounds, which can&#8217;t all be included in a  dictionary. And what about abbreviations like <em>BBC</em> and <em>Dr</em>,  or proper names such as <em>London</em>, <em>Nelson</em>, and <em>Harry Potter</em>: are they words? As you can see, the question is not a straightforward one.</p>
<div><strong>How many words do we use?</strong></div>
<p>Although it may be impossible to know the number of words in English,  the Oxford English Corpus can help us assess the number of words in  current use.</p>
<p>Instead of talking about words, it&#8217;s more useful in this context to talk about <em>lemmas</em>, a lemma being the base form of a word. For example, <em>climbs</em>, <em>climbing</em>, and <em>climbed</em> are all examples of the one lemma <em>climb</em>. Just ten different lemmas (<em>the</em>, <em>be</em>, <em>to</em>, <em>of</em>, <em>and</em>, <em>a</em>, <em>in</em>, <em>that</em>, <em>have</em>, and <em>I</em>)  account for a remarkable 25% of all the words used in the Oxford  English Corpus. If you were to read through the corpus, one word in four  (ignoring proper names) would be an example of one of these ten lemmas.  Similarly, the 100 most common lemmas account for 50% of the corpus,  and the 1,000 most common lemmas account for 75%. But to account for 90%  of the corpus you would need a vocabulary of 7,000 lemmas, and to get  to 95% the figure would be around 50,000 lemmas.</p>
<p>The remaining 5% of the corpus consists of a very large number of lemmas which occur rarely: words like <em>moidore</em> or <em>parados</em>,  which may occur only once every several million words. Like all natural  languages, English consists of a small number of very common words, a  larger number of intermediate ones, and then an indefinitely long &#8216;tail&#8217;  of very rare terms.</p>
<table border="1" cellspacing="0" cellpadding="5" width="100%" bgcolor="#ccffff">
<tbody>
<tr align="left" valign="middle">
<th>Vocabulary size (no. of lemmas)</th>
<th>% of content in OEC</th>
<th>Example lemmas</th>
</tr>
<tr align="left" valign="middle">
<td>10</td>
<td>25%</td>
<td>the, of, and, to, that, have</td>
</tr>
<tr align="left" valign="middle">
<td>100</td>
<td>50%</td>
<td>from, because, go, me, our, well, way</td>
</tr>
<tr align="left" valign="middle">
<td>1000</td>
<td>75%</td>
<td>girl, win, decide, huge, difficult, series</td>
</tr>
<tr align="left" valign="middle">
<td>7000</td>
<td>90%</td>
<td>tackle, peak, crude, purely, dude, modest</td>
</tr>
<tr align="left" valign="middle">
<td>50,000</td>
<td>95%</td>
<td>saboteur, autocracy, calyx, conformist</td>
</tr>
<tr align="left" valign="middle">
<td>&gt;1,000,000</td>
<td>99%</td>
<td>laggardly, endobenthic, pomological</td>
</tr>
</tbody>
</table>
<p>The long tail means that to account for 99% of the Oxford English  Corpus you would need a vocabulary of more than a million lemmas. This  would include some words which may occur only once or twice in the whole  corpus: highly technical terms like <em>chrondrogenesis</em> or <em>dicarboxylate</em>, and one-off coinages like <em>bootlickingly</em> or <em>unsurfworthy</em> that people would probably understand but would be unlikely to use.</p>
<p>If we decide that around 90-95% of the corpus gives a reasonable idea  of an average vocabulary, we are left with a figure somewhere in the  range of 7,000-50,000 lemmas: say, 25,000. What does a vocabulary of  this size represent? It represents the set of most significant words in  English: those which occur reasonably frequently and which account for  all but a small part of everything we may encounter in speech or  writing. It includes all the words that we actively use in general  everyday life.</p>
<p>It&#8217;s interesting to note that most reasonably sized dictionaries  contain significantly more than 25,000 lemmas.The 11th edition of the <em>Concise Oxford English Dictionary</em>,  for example, lists more than 75,000 single-word lemmas, which means  that the majority of its entries must belong to the long tail of  extremely rare words. This makes good sense: such terms occur very  infrequently, but when they do they are likely to be crucial to what&#8217;s  being said, and the reader might well want to look them up.The idea of a  quantifiable vocabulary should be seen in this light: the words we  ignore for the purposes of the exercise may be very rare, but in context  they may be very important.</p>
<p><a href="http://oxforddictionaries.com/page/oecfactslanguage/the-oec-facts-about-the-language" target="_blank">Read more</a></p>
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		<title>Shtick, Pavilion and other great words</title>
		<link>http://www.communicateclearlyokc.com/2011/09/shtick-pavilion-and-other-great-words/</link>
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		<pubDate>Thu, 08 Sep 2011 15:58:03 +0000</pubDate>
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		<description><![CDATA[By  Dr Sima Barmania via The Independent

On Tuesday, those short listed for the prestigious Man Booker prize gathered in West London with the great and good of the literary  establishment. As discussions ensued regarding the merit of the Judges’  decision, Howard Jacobson, winner of the 2010 prize, was succinct in  highlighting [...]]]></description>
			<content:encoded><![CDATA[<p><em>By  <a title="Posts by Dr Sima Barmania" href="http://blogs.independent.co.uk/author/dr-sima-barmania/">Dr Sima Barmania</a> via <a href="http://blogs.independent.co.uk/2011/09/08/shtick-pavillion-and-other-great-words/" target="_blank">The Independent</a></em><strong><br />
</strong></p>
<p>On Tuesday, those short listed for the prestigious <a href="http://www.themanbookerprize.com/" target="_blank">Man Booker prize</a> gathered in West London with the great and good of the literary  establishment. As discussions ensued regarding the merit of the Judges’  decision, Howard Jacobson, winner of the 2010 prize, was succinct in  highlighting that the main prerequisite is that they only be “good  writers.”</p>
<p>Last week, Jacobson, who studied English at Cambridge, wrote in The Independent that he simply <a href="http://www.independent.co.uk/opinion/commentators/howard-jacobson/howard-jacobson-in-my-opinion-2345812.html" target="_blank">“wanted to make sentences, not win prizes” Stating that the sentences “were prize enough in themselves.”</a></p>
<p>Jacobson does indeed create undisputedly great sentences, but also,  noticeably, uses great words; for example “shtick,” a word I had never  previously encountered, or perhaps never noticed. Thus, not only has the  reader been introduced to a beautiful sentence, but also a charming  word.</p>
<p>The message “you don’t have to be a writer to appreciate words” is something that the founder of <a href="http://wordsmith.org/" target="_blank">wordsmith.org</a> Anu Garg’s 1 million followers, of which I am one, already take heed of, he tells me.</p>
<p>Each day, Garg e-mails his community of subscribers who reside in  over 200 countries, a word of the day, together with the etymology and  an example of the word’s use in context.<br />
He provides this service free of charge and has been praised by the New  York Times as “the most welcomed most enduring piece of daily mass  e-mail in cyberspace.”</p>
<p>Perhaps, what is most fascinating is Garg’s background. He is an  immigrant born and raised in Uttar Pradesh in Northern India who later  moved to America. He did not begin learning English until the age of 9,  in 6th grade, where growing up he learnt the British version and after  moving to the United States switched to American English.<br />
Garg, despite his lexicon of words, still considers himself a “lifelong  student of the English Language.”  Communicating with Garg, I was keen  to understand how his Indian roots had influenced, both him and others.<br />
“In India there’s huge competition to succeed. People realize that good  education is the key that opens doors to a better life.” This has  resulted in India’s growing literacy levels and a burgeoning book  market.<br />
I asked Garg of how best to encourage young people, from all social  classes in the United Kingdom, to take an interest in words. He replied,  rather endearingly that it would “help if we shared the etymology. Once  you see words as living beings: words are born, they grow and change,  and sometimes they die out, they become much more than just words”.</p>
<p>To explain further:<br />
“When you see that ‘pavilion’ is like a butterfly spreading its wings  (from Latin papilio: butterfly) it’s easy to fall in love with words.”<br />
It is apparent that Garg is more than just a purveyor of words; he is fervently enthusiastic and genuinely enthralled by them.<br />
Furthermore, he does not underestimate the significance of words, but  rather acknowledges them as valuable tools: “Words are the universal  currency of humankind. The better we are with them, the better we can be  in anything we do. With the right words we can do what money or power  can’t.&#8221;<br />
Some, like Jacobsen may prize great sentences, but others, myself included, are simply pleased with a great word.</p>
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		<title>Singapore’s language battle: American vs ‘the Queen’s English’</title>
		<link>http://www.communicateclearlyokc.com/2011/09/singapore%e2%80%99s-language-battle-american-vs-%e2%80%98the-queen%e2%80%99s-english%e2%80%99/</link>
		<comments>http://www.communicateclearlyokc.com/2011/09/singapore%e2%80%99s-language-battle-american-vs-%e2%80%98the-queen%e2%80%99s-english%e2%80%99/#comments</comments>
		<pubDate>Wed, 07 Sep 2011 16:03:26 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Speak]]></category>

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		<description><![CDATA[By reddotrevolver via Asian Corresponent

Known as a country in Southeast Asia with a highly educated  workforce, Singapore is also one of the only countries in the region  that uses English as a working language, and as a medium of instruction  in schools. The ease of communication has established the country as the [...]]]></description>
			<content:encoded><![CDATA[<p><em>By <a title="Posts by reddotrevolver" href="http://asiancorrespondent.com/author/reddotrevolver/">reddotrevolver</a> via <a href="http://asiancorrespondent.com/64353/singapores-language-battle-american-vs-queens-english/" target="_blank">Asian Corresponent</a><br />
</em></p>
<p><em></em>Known as a country in Southeast Asia with a highly educated  workforce, Singapore is also one of the only countries in the region  that uses English as a working language, and as a medium of instruction  in schools. The ease of communication has established the country as the  headquarters in Asia for many multinational companies.</p>
<p>A <a href="http://www.ets.org/research/policy_research_reports/toefl-sum-10">report</a> by the Educational Testing Services (ETS) based on data from Jan-Dec  2010 shows that Singapore came in third in TOEFL (The Test of English as  a Foreign Language) scores out of 163 countries. It is the only Asian  country in the top three.</p>
<p>However, students in Singapore are taught in British English, or ‘the  Queen’s English’, since elementary school. To Singapore’s former Prime  Minister, Lee Kuan Yew, this poses a serious and imminent challenge.</p>
<p><img src="http://3.bp.blogspot.com/_rQUwGQsZx-Y/TJ6fnv-EGaI/AAAAAAAAAgc/RihRfm2BdM8/s1600/American-british-english.gif" alt="" width="492" height="359" /></p>
<p>According to Channel NewsAsia, Lee said:</p>
<blockquote><p>“There is an intense  worldwide competition for talent,  especially for English-speaking  skilled professionals, managers and  executives. Our English-speaking  environment is one reason why  Singapore has managed to attract a number  of these talented individuals  to complement our own talent pool.</p>
<p>“They  find it easy to work and live in Singapore, and remain plugged  into the  global economy. Singapore is a popular educational choice for  many  young Asians who want to learn English, and they get a quality   education. This has kept our city vibrant.”</p>
<p>Mr Lee said one of the challenges ahead is to decide whether to adopt British English or American English.</p>
<p>He  said: “I think the increasing dominance of the American media  means  that increasingly our people, teachers and students will be  hearing the  American version, whether it is ‘potatoes’ or ‘tomatoes’.  They will be  the dominant force through sheer numbers and the dominance  of their  economy.</p>
<p>“I believe we will be exposed more and more to American  English and  so it might be as well to accept it as inevitable and to  teach our  students to recognise and maybe, to even speak American  English.”</p></blockquote>
<p>Lee added that “communication skills” will be one of the most valuable qualities to possess in the twenty-first century.</p>
<p>Be it fashion, music, food or movies, American popular culture has  had a pervasive influence on Singaporean society, as the adoption of the  American slang has made its way to the lexicon of Singapore English.  However, in official documents, and even in text messages, British  spelling is used. Yet, a good command of English <em>is </em>a good  command of English, regardless of whether it is written in British  spelling or spoken with an American accent. Perhaps American investors  will appreciate an American accent when speaking to Singaporean  businessmen, but Americans have long done business with their British  counterparts who have thick British accents. To be able to be understood  by the other party is still what remains the most imperative.</p>
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		<title>Are There Hidden Messages in Pronouns?</title>
		<link>http://www.communicateclearlyokc.com/2011/08/are-there-hidden-messages-in-pronouns/</link>
		<comments>http://www.communicateclearlyokc.com/2011/08/are-there-hidden-messages-in-pronouns/#comments</comments>
		<pubDate>Wed, 24 Aug 2011 18:26:49 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Write]]></category>

		<guid isPermaLink="false">http://www.communicateclearlyokc.com/?p=231</guid>
		<description><![CDATA[By Juliet Lapidos via Slate
Some 110 years after the publication of the Psychopathology of Everyday Life,  in which Sigmund Freud analyzed seemingly trivial slips of the tongue,  it&#8217;s become common knowledge that we disclose more about ourselves in  conversation—about our true feelings, or our unconscious feelings—than  we strictly intend. Freud focused [...]]]></description>
			<content:encoded><![CDATA[<p>By Juliet Lapidos via <a href="http://www.slate.com/id/2301859/pagenum/all/" target="_blank">Slate</a></p>
<p>Some 110 years after the publication of the <a href="http://www.amazon.com/gp/product/1456568566/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399373&amp;creativeASIN=1456568566" target="_blank"><em>Psychopathology of Everyday Life</em></a>,  in which Sigmund Freud analyzed seemingly trivial slips of the tongue,  it&#8217;s become common knowledge that we disclose more about ourselves in  conversation—about our true feelings, or our unconscious feelings—than  we strictly intend. Freud focused on errors, but correct sentences can  betray us, too. We all have our signature tics. We may describe boring  people as &#8220;nice&#8221; or those we dislike as &#8220;weird.&#8221; We may use archaisms if  we&#8217;re trying to seem smart, or slang if we&#8217;d prefer to seem cool. Every  time we open our mouths we send out coded, supplementary messages about  our frame of mind.</p>
<p><a href="http://www.amazon.com/gp/product/1608194809/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399373&amp;creativeASIN=1608194809" target="_blank"><img class="alignleft" src="http://img.slate.com/media/1/123125/122946/2278812/2300547/110823_BOOKS_pronounsTN.jpg" alt="The Secret Life of Pronouns." width="150" height="228" /></a>Although  much of this information is easy to decode (&#8220;nice&#8221; for &#8220;boring&#8221; won&#8217;t  fool anyone), linguistic psychologist James Pennebaker suggests in <a href="http://www.amazon.com/gp/product/1608194809/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399373&amp;creativeASIN=1608194809" target="_blank"><em>The Secret Life of Pronouns</em></a><em> </em>that lots of data remain hidden from even the most astute human observers. &#8220;Nice&#8221; and &#8220;weird&#8221; are both <em>content</em> words; he&#8217;s concerned with <a href="http://en.wikipedia.org/wiki/Function_word" target="_blank"><em>function</em> words</a> such as pronouns (<em>I</em>, <em>you</em>, <em>they</em>), articles (<em>a</em>, <em>an</em>, <em>the</em>), prepositions (<em>to</em>, <em>for</em>, <em>of</em>), and auxiliary verbs (<em>is</em>, <em>am</em>, <em>have</em>).  We hardly notice these bolts of speech because we encounter them so  frequently. With the help of computer programs to count and scrutinize  them, however, patterns emerge.</p>
<p>Sounds enticing; sounds, in fact, rather like a publisher&#8217;s fantasy pitch, combining the strangely <a href="http://www.slate.com/id/2102421/">long-lasting craze</a> for language books laced  with pop psychology, and the added hook, the modern touch, of a  computer that observes and catalogs beyond measly human capacity: a <a href="http://www.slate.com/id/2284721/">Watson</a> for the psychiatric establishment. To Pennebaker&#8217;s credit, his claims  are fairly modest, especially when compared with those of Deborah Tannen  and other practitioners of the word-sleuth genre. (He doesn&#8217;t promise  that if we change our pronoun usage we&#8217;ll see tangible improvements in  our social lives.) The problem is that much of what he turns up is even  more modest than he seems to notice. Counting function words as they&#8217;re  used in ordinary life often yields the opposite of what Freud detected  in confessions from the couch: confirmation of the obvious.</p>
<p>The most  ingenious application Pennebaker proposes for function-word analysis is  lie-detection, something of a dark art. Several years ago, Pennebaker  and a couple of colleagues recruited 200 students and asked them to  write two essays about abortion, one espousing a true belief, the other a  falsehood. They asked another group to state their true and false takes  in front of a video camera. When judges were called in to figure out  which was which, they were accurate 52 percent of the time. (50 percent  is chance.) A computer, programmed to look for specific &#8220;markers of  honesty&#8221; gleaned from previous studies, performed much better, with a 67  percent accuracy rate. Truth-tellers, Pennebaker explains, tend to use  more words, bigger words, more complex sentences, more exclusive words (<em>except</em>, <em>but</em>, <em>without</em>, as in the sentence &#8220;I think this but not that&#8221;), and more <em>I</em>-words (<em>I</em>, <em>me</em>, <em>my</em>,  etc.). Liars, apparently, trade in simple, straightforward statements  lacking in specificity because—Pennebaker posits—it&#8217;s actually pretty  difficult to make stuff up. They avoid self-reference because they don&#8217;t  feel ownership of their expressed views.</p>
<p>When  Pennebaker dips into the more general field of &#8220;emotion detection&#8221; (he  calls it that), his word-counting feels a bit Rube Goldberg-ish. After  Sept. 11, 2001, Pennebaker and a colleague saved the LiveJournal.com  postings of over a thousand amateur bloggers. They found that &#8220;bloggers  immediately dropped in their use of <em>I</em>-words&#8221; following the attacks, and that their use of <em>we</em>-words  almost doubled. Pennebaker takes these fluctuations to mean that  &#8220;shared traumas bring people together,&#8221; &#8220;shared traumas deflect  attention away from the self,&#8221; and that &#8220;shared traumas, in many ways,  are positive experiences&#8221; (because people feel more socially connected).  The brute fact that Sept. 11 influenced pronoun usage may interest  readers, but Pennebaker&#8217;s analysis merely reiterates long-held  psychological dogma. (Try Googling &#8220;<a href="http://www.google.com/search?q=shared+traumas+bring+people+together&amp;ie=utf-8&amp;oe=utf-8&amp;aq=t&amp;rls=org.mozilla:en-US:official&amp;client=firefox-a" target="_blank">shared traumas bring people together</a>.&#8221;) I can&#8217;t help but wonder if Pennebaker—albeit unconsciously—interpreted his results to match the conventional wisdom.</p>
<p>Perhaps  that&#8217;s harsh: Certainly there&#8217;s nothing wrong with devising yet another  way to elucidate common human responses, and Pennebaker&#8217;s experiments  are always imaginative. Yet it&#8217;s often the case that his conclusions,  especially the ones he draws from <em>I</em>-word usage, are heavily dependent on context and prior knowledge.</p>
<p>In one chapter, Pennebaker notes that Rudolph Giuliani demonstrated a dramatic increase in <em>I</em>-words  during the late spring of 2000, when he was still mayor of New York.  Pennebaker fills us in that &#8220;Giuliani&#8217;s life [was] turned upside down. …  He was diagnosed with prostate cancer, withdrew from the senate race  against Hillary Clinton, separated from his wife on national television …  and, a few days later, acknowledged his &#8217;special friendship&#8217; with  Judith Nathan.&#8221; Pennebaker adds that &#8220;by early June, friends,  acquaintances, old enemies, and members of the press all noticed that  Giuliani seemed more genuine, humble, and warm.&#8221; So it&#8217;s reasonable to  conclude that Giuliani&#8217;s ascending <em>I</em>-word usage reflected a  &#8220;personality switch from cold and distanced to someone who [due to a few  significant setbacks] was more warm and immediate.&#8221;</p>
<p>But <em>we already knew that</em>. If we didn&#8217;t, where would Pennebaker&#8217;s method leave us? He argues, at various points, that the following groups use <em>I</em>-words at higher rates:</p>
<blockquote><p>1.      Women<br />
2.      Followers (not leaders)<br />
3.      Truth-tellers (not liars)<br />
4.      Young<br />
5.      Poor<br />
6.      Depressed<br />
7.      Afraid (but not angry)<br />
8.      Sick</p></blockquote>
<p>The  common thread unifying these seemingly random clusters is, roughly, an  enhanced focus on personal experience. Sick and depressed people dwell  on their conditions and are thus more likely than their healthy  counterparts to talk about themselves. Followers, in conversation with  leaders, might be after something: &#8220;<em>I</em> was wondering if <em>I</em> could have a raise.&#8221; That&#8217;s pretty close to a tautology, though, and  does nothing to solve the problem that, without insider information,  it&#8217;s impossible to know which condition or attribute <em>I</em>-usage  reflects. A word-count-wannabe presented with Giuliani&#8217;s speeches might  deduce, erroneously, that the mayor had become more truthful, or less  leaderly, or had lost money.</p>
<p>For obvious reasons, I&#8217;m unusually  attuned to my pronoun usage at the moment, and I&#8217;ve noticed a thing or  two. I start off this essay with lots of <em>we</em>-words (16 in the  introduction), and sprinkle them throughout. With the exception of the  section you&#8217;re currently reading, I drop only one self-referencing <em>I</em> (in the fifth paragraph). I don&#8217;t deny that this imbalance might mean  something. Perhaps it indicates that, like politicians who drone on  about what &#8220;we&#8221; expect from the president, or how &#8220;we&#8221; want a return to  old-fashioned American values, I&#8217;m trying to imply audience agreement  when, in truth, I have no clue what the audience thinks. But you don&#8217;t  need to count pronouns to figure that out. You only need to know that  you&#8217;re reading a book review.</p>
]]></content:encoded>
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		<item>
		<title>What makes slang stick?</title>
		<link>http://www.communicateclearlyokc.com/2011/08/what-makes-slang-stick/</link>
		<comments>http://www.communicateclearlyokc.com/2011/08/what-makes-slang-stick/#comments</comments>
		<pubDate>Thu, 18 Aug 2011 15:46:18 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Speak]]></category>

		<guid isPermaLink="false">http://www.communicateclearlyokc.com/?p=309</guid>
		<description><![CDATA[By Juliet Lapidos via Slate
]]></description>
			<content:encoded><![CDATA[<p><em>By Juliet Lapidos via <a href="http://www.slate.com/id/2301803/?Gt1=38001" target="_blank">Slate</a></em></p>
<p><img class=&#8221;alignleft&#8221; 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&#215;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&#215;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&#215;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&#215;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&#215;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&#215;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&#215;6B3HigMPUKyc+xCILyuiKiXERHI+hN6uWmpI1I5STbsXJdtIpR1OW+XMWX4jY/XffxH2SvIOp0qt7L5BxH9oXMz/lPs3ee/Ule/qhh61PN6DAjIdPMX3OJ+xBPVI7hfRrxqYu69WfQpFtEDq12wHStMC8fHCvcmxjsc/XXn3Odtt1W7L3RtMnhRGpm0++fquWP8ZXALnbnDlfumcREAIPh5/CkouXLrNhI0aCpe8Nf4jiwCM3nZRdgQTjREhkZ+cWZltb1QbbdZcxdvM1v7I3337Ejj9qivUo4NngU9DiD0kSYuJUvvFTfMKvKh5qYoBqhOcqK+qsCIbUjft0cXRNBLEYmEBnap2rN51pZNr74hFvx66J6P+Oceahtz94B8MUF5dnFpXSSR2BLeTMcQTODHRqXYYp6NwFwD5vve12u/rKK1ArUfl5IlqEYP0qCiesXUOZJAoeOMdRmNpqTGwmO9WWLMqx9RCNVjzRijBSSYU0E+Nog9gDUHuvkgjhp1WowlRRyRKqTNIsYZMn7YxNn2OfvD/Trr/ySlTTNPnf3fCWx7BRC7BJkbQbWNMNz7mkZIISyXKiPf7EQyD4XiC05rPrrrnMthjakzJuLBYBYCeGirx82RyWaC61P132Kxs9epD9/IwT7c7rrwNGGyWnvQ/SPUUfkbJc2xvXmup6kk+oD4d3PskqMbqHXoSsVMa6vqrGbr3lKjvphMOtZ58eeD0b3cIVsnHeffddV/QhgBe9vLzc5QfITs4i6lGNI3Ht+goYAplrEGcIwE6Q8wZhXlpgUSvSpADaiNFm5WEKwHAam9YwqGuABW9wK724bBYYGDFAak5QSx62Iw+/e36Ml2rcI79hMLXWv98gKykt5bOaCF2/tTMDfdUJWuASWifoR6ftgiakCNaT6N5neVlvu+02CIR65IcdCHcX3AwHDSJDqDaJVaWDJrFnEbncn+xVj6/KYaMJwfecJwpufKvR48n/3tpenv6iqzU+b+4cGwwoZJsdx1HyCY8y/5opnBhFk1Chk5RgnbihfYK5MbFU1CHVLjWVblrMMXlCn0UD9sSjj+AxJy0VIEo9iSc/OeokcqhVFrnU3ntrGskmlLFqaCIdtq+LqWfDXIqoo6bc8QI0lkLU7enPPmV33Hw9UYENdu+dN9jBB+8DRLYadRi1GPV4xDbDkLpboS1Mtf0OnEJYrg/SfYY9/TgRgkULiXkXE/LayuWlJ7hnOa2USZYdysW7TkgMr6Yw5D2K8qx7YdgWfDXbzjnrFGLmNXbBb88ibMYQQ6QRgeHRLmpYy/y5Z9/CBo/ZhN12s5Fjx1KXPsr5IvYaRTnvuvsOmzXzM6vasMRpQH6V0iIaIpxhpLgXbpSYLfp6mT329JtWRoisvF8PIvfrBwAAIABJREFUNCKQjDItWCTCle+RZzQLdB2agtJbkzAzxTOEtIsTbgsWEEF49k2ea5ZN2WNfzq94e8acUCjPSXXvkf+bZzh30tW+6whIXffsdKmQQ4YMIU0SRxIT0AEpPC4OQYu0fYSv/NQhV4O0M4yeqeakWbvDRnuqBLNUzgkTxyHdb7GLfneBzV6w0m686k/Wo39v2267MUgs0i55WrJn4zCPTE20XCtE+srJpLRY1awrBuedxB9QTrKG1P7P8Cq3oeq//9bnduJRVVbMec499zR7+tn3bDrLI0VwGn716YdsH9tjDzxgBxx0CNuBhJWKWOZolb0ze6698eqr9tqLz6EV+O080knHjKYiDOZADim0EeLUkuhC8201oi/FF/MsWreSBSC4l79cwblQiV+eRtx/OnXqt+XzoSDgdrbu5b1tCJK4uQlPN5pDKyZF777UmqdYxAW/PtceuO+v1r9vT+rH/5nkHiQrJaEFQILKsK1rrC+ZflqIIo7UF9MUCi6Kzv4lePsHH30MCZ5tk/fdx+586GW75Y43bPjIcnL5u1vfPr2dtqNwyRdffGaz5lSA9IvaeeTE43ojS43S0YQZc/NKOIf0fMXp5XwlIUi5DMpLh5Gqei66l82du9B22XVfTIpMVRlFS4ROVM5CZ2qdqzedaWTa++JJcn301E29CoSx44472hMPfMhklQoNVTnnS4aFax/njJOXWMFgpH3KqfGof0BhRPWaFCo4KA+ylv5tw/H2o4OnQlgv2/yFD1t95QY79dBDbLsxY2wbCiX26N0H6V4AACWBqtniIKQ9iWdrqWSlWo4dO4ayz2kcYayMghOrBofU32a8Y2O3Bzwy+2NXCaWo1xYs0ri3/fjYnxBim29XXHmNffzJLMA2MVu18Cu75U/z7YHbb6Qyai6hrrCtXLzCMYpcgD1nn36K/fJnZ0HUSE7MgiROLh/qhVJhE+THZzuxixnR0ox/oMl22HZbm7DDaPvb6&#215;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&#215;984QXr0Li+WgpWghRsXp2ijemNWnl81/91OnXZ1//vm2y777Yvfn2YZafsNE6j9wAPe+FhXcD+LtLCftw5g2ctz1HbSVTdptf7vn3rvBEVxpuRSIVERDjrdcxR2bcMIxtpSNx0SKcgxMGikfI86XrQUylJMAKAk1igUul5GW28y1idmzxlyIBJwQ/czkG0ib6zx2etciizzj79JEuCJk71WOH0Fgdxm/A8TyV9t3/wmgIpkk0sKZVGlysZO+JiYRWHSOdewdCe5UOz4r+UIOPcvb0okCMRGpe9p8eNGdiFDHkPKG1761qdLeef91MsQ+cQUqwkiU99//0BYvYFli4vq9AM0MHtQXmGg3G0Ct8vI+pdjlYduwmiwubNDC0oyzSFVcM/2hq1w/icqZVdCbCxXZokVr7JHHnqQSTAVLOs1hrbciO2jXrVCT+9pQsPbNeOBV+UabQlu6ri8gPDlUQS34lAqgS5JpxRYqsmjN9FAIFVeaDsxRISidQ8cKfLMcreOWW561nXaaYIsXzuO+utsvzj3LuvXuhmlQjfaCj4E0XqnUriF+VSXGFyqmmGaFXX3NfXbaBb/AtNnBlrCqbEFRDxaEIDQovgdDTZAmnK2hR9wGcPa1yMTiYze87ffd+hf7w+9+a1sBq31&#215;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&#215;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&#215;3j6bftb33jHeq7fvP3ylG21IwxDe6K/mLrCD9p9iO4zsb7dec5HFGypxWKVYmoiQEZBMRwBUbImhouqYPKRMc1&#215;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&#215;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&#215;8JqNaGLHgEZSw4rLIe3Bqv/qPx/Xskw+pc/VyHZcSoYcPKFYRCb9E+rfj2YeHTJjxpRdwTA9Q2Vqy5jGgu0zu2EemvItElWebmcbOYJ8BXIbsjijmibapJwmyC8gei7Dw0wkBYmLJ6KuW5hOQbCg5b3HOgOOOu7RgVRzttlXwsEGmmwM0sYSvbyTmPHCJCQH4EhpU+ELemsB3Dh+Wj/eUoXUbtmvCUQU0m1Ro8rhROvjQfdVOx142yqkdOujIyOygT2jh7jFauqwsaD2dsO80prCAiuO7+om1SbITTmWh5MeA0YcEEy/KHloGnolLa4PkKrpp/U1Oo++gM1LLl28k9k9S7rAsFKCn4/5zJdyCm/Bf/PN/JugWSguShcub4+9bbrklSK59+9vfDgT7t7/9bRBrW9C9ICyA3iyM/ttC55+wQvBjP2+B9m9/h4Uo/LeF0/FiEAuzH1vd8GfD7w8fj3+H3+fj9OZ9+bvDQu7n/J1+zvuai/A6MRfeHKfba/j6178ejAt677339Oabb2oOE1Lmz5+vo446SnfeeWfwupWRz6+hrpmhA+sgesXLoYwzlpljGRi6qMxYNXYwqCCxn9JPnxa/AjsrCzgOKfTUE2wS0ggbK2i6PhBta7dt1Y+/e6Mm9rboF6dM1ahQo+La6xXLTDNS3+pkn20IXgghiwLsEUN3WwxWtb9zqMkjliSbz60XCxq0iKIQrJxjojuxvgmqjkgVqHEt3dmshbuY5rq5T2suvgesfmWgpJ2r8PmZ+tktqMG94RyNRuOm+yYi3CgVvuMvqBke9wwyfcXwVV5HJdAXnqk5R52tpfMe0syZuUTsplHGb+CYkzn+gXYaXlBICQxd7IdwY8WK1Tp07hHMWN8fr4TdcGUC9le+K4ZQpMdJRmC2yXC9dcKzlwZnO5bAJp1z44dGHQ9i2La9Vi+9PI/mlWvwJkEJGkQ0tFTDt/ef+vf/SR09bM3Dv23JzzjjjEDI99tvP/3iF7/4S1xbXFz8V8L5t1c3vA8/b4HzZqH1ZgENW8vgiT3+CbvLe77Hwu0F6S38OKxU/Jzfa+Xh94Q/7+etLMJeg/8Ob+HPhj/nY/V+vQ/H9qYFtgfgwQWXXXaZLr30Ur326ns6nZFOg0BpR6A8huPOZtEaGUUtuxd3Oh2L6M6tHjDdG7BkGZMm6uk331J+Tm5A9OqacBdr8tbbbtbiB36mBw4do/G9u9U1yFBG4vHeTjq7KLG5rByJLxtlN5rrFoPVNbtNQhIYc0AsVm2uEocIlkHuM1G1C5RYSGXtmdpIC+tHdMZVkovLiMtF8PGk6C4bfvAUbVq+XhvXrcPRiNM999wTeDcJhBDeLCfBBOTgr6F//Nznlzx4guHGfCvVCfrfoyhR4jlr3svv69JzjtA+I0groKey8+I0fEQhAxul3ASUYdFIEoso8cgO/eKJSv3+sZc0YuTUgA0HfcDR4zlY5HHZdxGjn3TC4brw/FN0/NEzNWF8Cd/L0ErYc+I85TUmk/p5od54ZaFOOPU0zV8wj8EcU1GoBPvO0hG//ytse23RwwLiRW2B2FMAwtbTCz284NesWaOvfvWrgZCXlJQEmXDXxk2dbCH3ZstqofH+woIYvtjeV3gLC3j47/9KyP162DvY8z177jv8eM997vne8Oe9rz3P0X+Ht/Bnw5/z7/D18bk+8sgjQb7h9ttvD5J+Tz31lEbkj6QphCQSO8nH2qTQheLkGvMA6FBlvBGoL+PMO5jmuR5iiX+//gblZ1rIUQAk8iJJJmGDVbZgma4oitH+MTV8lph7ME1prTFqAsIaS6tnPDEz/XKAY6gfw7neSS26F2u6piFadQO5WlnJJJVGCxvXl1i9C+UyiHUegdAWtm3VjOxcrahm/vnwfq3aUastdZA/bA6RNZ+qq1FUIyYfrFmHH6VkJNuNNCHkI9FZ+vS/dn+H1Gr4iqEIggo/v31fSXWnAXAJDdSpAwz55r4cjjsESCZG66oMeGFCDaOZ8jO7yNTnqKFmt4r2ma53fO5jp+KloPX4PxJSzkDpEkq0dqMQ2hlmCbAnM4nYvr1SqVnU2AO+dppkeK/7DXr7WlCuHkvNAEh69HkDQBli+CEb8p8H/E/66D+l5v/jCXghewsLoP+20HuR7ykQfn7r1q267rrrGOr3aeAO+7l/+7d/g6HzkMBl3/MQwkKz53P/jI/DCiR87FdeeWUQ4y9fvjwIXd59Z0HASppG3NuLVeslgZVM8ikFi7WbGnUiHVWWAVcOEsHE21vAQCMUQyGMLVfFrhrt3rZKaSNTmbTar1aEI9m8dQxMKOkqpCTcqbJehjIgBDv56M7eOG1vjlN5daTyTJ3cX49Lm6JxI0Gr9TVrZ3W3GhBWhrDqs91ZWoAwQsGiMZNy1JsVqXMOH61FSzfriffJT1zxMMSY52pjWWOQzNpGvXunaZAPP07XXnwi3/bXgh6+DuHfONHB1t7RHiRN/cf8D97T2NJSvf3223gFPbTiMvqZCakW3hauyfLPFtIZuF3TZ+6v3OH76pVXXtEJJ5wQ5FT8Hm++7l5frrW3tbUEU1i8JuMgAMHHGnIreD2G8Gfbls365S9/GSRRXbqNd9IQjeQE4b/KtteC/rcC6Yvr5wKN+rlLbcH3lA4vcmeYvTkjfd999wUlqXBW3ovYyiG8T+/rbwXln+3Ch88hvPBcDfDUE5/zmWeeqcf+9DRCXG3+A+ak5yMWLO3WNqXAYDIiMwcmGjdtDNXdfR0ff/xxTR09HraTQyhR+faFtGndSm3d3azy0WP1x/JKiFOyIVXpUwHIsG00auyuZXxQHW4q88/tmaRSWhrB+KB9ChNU09ylKrLe5Q0RWlEHPp5EVR7ubUoqCTpCgmOHgePPHKeZyZ2aFNWsbbWCaClRGdkokOxWXfvdr2rBUz9REuOP05m5NnfaWLRSJx16VFDyn9UtJ5z1928Z+bhekmJJVEbQQ9S8/wAK7ungGnydPv66ul2cfwStt6lByBQDks4DF0KQarRXV0L+WCtXPpyL2TOk8vrzWnJDkd353NxM1hLVGDyjfjykYNiEcxx4TC+//Aql10W0or7IuszmMzgGlN6CqsDfP/p/+KteG39vC8vPXgt62D0PC3fYivsAwovcF93xqAEsdsu9YL3ITchg4fbm93ofYSH3e7yFPYXgj3/if8Ln5fP3ORcWFgY19zm4u7//3W/06Qfvau3Oao0Dp10CDLMFEEuCk0aEioEVx0Ltv//+OnDmzADm60vBFcaek64ijoQdXo9v7lRlLa2leSmqrmxUAf3slWSyDWJPIvYdmRJJ+axHLXR+9REm9DGEMLcgl9HIgypOi9LU6DaNzk/W6BIUDECSZioL1Tt7tKq+WusqNyiisUXA75VBO2gJQx3vHw1ohQacogzaYQuZ7gL7aqhlpc6m06y5MUvxS1dJXyTonIMtre1wc2ebXn/9dcgc2zQhJ1NVa1cpC1rrXma/JSQN0Wy1kQ3vpw4fokpQARJyDZ6HKxyleABhax4Wcl+jpsZaxlVlMZElN3g9wjxzMOZEAsM1bsCY9zffeJs6e6bmzp0bWHKvRQu51+C/yvrba0G3xggv4j2F3ArAF8m/v/nNb+q1114LrJjLUk7EOQHnBeyb7M372fPze/4dvOGf/B8vHlcDbFF9zuFFdPJJx+vk44/RH3/3O9168zdVDt49L5usEzFqHO/roXssikXZ1dimAydN0o9+eI+Qy0B4Cc1xTbs1lQTdQTPnaNEni4GspisUj5JE2Jv7kjQqnv0xQy0Z5F0aibf8zCiVDs/RmKKMoF4ek8zk0NYe6I8jVduQp7VbO/W7NzeCNOvEag/X6UWxWr95tVK4b989f4yOyupWDRb71gXV6kzo1X55++neN5ZrDeF4IzFFEnrlLjrw+qKbVds8pMS/6NY5FPEppSamBKg+5ysyia9zsMIDTG6Jz0obqqRQIsuEVKOFMp1HR5vgwtNjTjvttGCdWcC9Fn1tXSnx708+nk8iL5+mH/da8C2UFiMH+MG7MWjmN79+mIrIYt191w+A6ILvR+OYEMTb/++6B5dh6J+wkIef8oL2j4XcF94xuGvlFmIvcLvr559/fnDjwmWr8Gf8O7y/sNCH9/vP+jus8MIKMSzge56fX7vsq1eraMRw4t3LtHDHTh0+qlidWNBgYim1di7NX8BErhFHoECpH4ETj1fK8ELd8a0bdNapp+v8OdkqHUGrKiSKWSnjVZhEcw9WF7yb6sGYV9d3qKqmT6+trlFdA11oMNh0kJ2ubOyG3y4SAYvTqKhOXbFvtI6eQLwMd/qSjgzV4yn88v1qTTs2jzbwXv25IkoNDJXI2bVcePwcSmrQ+jmKsuAhpZlaT227amDHF982avUhBNJMse2UwnYDfx1GXT2bHEVfcy3lPmCorJ0Qdf9uoLjNkHv02StEwMuArB486+Cg8cjrJnxNva5sRPz3MsBDs6dNokEIg8J1pr6IkJNso2Nvx5a1+u53b2PiS6wuuugSPgNFFA083oaUhv0MtNC/wLbXFt0XxJsXdOCC8bcvsMtRxqnfcccdwd+OSX/wgx/o6quvDrStPxcWcN8kL3b/7c2PvQ1d7H/uC22FF150Ye/F18aPA+HHae3j2kViwY44/gT9+snHdes3vq5Fa7doVlEhPeFAPhHSaOrfju+DpefrhZXvpuc8lgXrYYaV1Y1OMakwtkoHZeLP0nUVikzTr17aqS1MVK1sGkCwzdY6qGEk/gqZxzwqP1XH5AHUIebdBfa9BsZUE6yMGZaq/QvjVBBRq01vsN+MUl181mH69W/f1bt13bqgJE1XTRuuxxdtVqO/CvIKCyJdLtoMXHbd+sUaS/nv3U289gUb4Xcg5H1Mo1mxaAkIwSaVMEW1s4kpsIQWzWDvm5tJREKi6di8A8BODxa3A9NLNBIgHvdcS2FX28+5pLl61QpddMZsAE7U0M07R1Y9EvfdXXrPv/wSz4d05&#215;23E0qN4HraAxkSdC4&#215;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&#215;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&#215;9TYMLQx34ideeUsPKzzTrkAPU2bOZbHixdmxt0mcom9uPqtX26lhdOTFFlTVpumUhZBhxifrpKYM6ZEmtvo+CaLHDY+2LFYwN7dZp7PsbuciITjEAACAASURBVHmqiRiuB9a2a/bRmQwvTFBzazWglRI98/LrOmBOpo48b5zq8TZ6ancCSJE2NlerPbpFB88eq1ljhuvhFxfr4cee1A03Xh5cPi96J2LDgu7fNg5W/itJ3K5f+llQg/fI5&#215;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&#215;55HIZbWnUt5FxAMghY3tiA/vuFF17QRx99JJOFWJBtpGyph7yOoey6v8sW3cflc7B7HygknjdNtBXBAw88EFh1ewhhI+hj/0dve23RwzfNBIruTLOWc2YyACdwdlHdQCPJfPfjVvl2dSx9W8m711MXTQB4cbiSa9e4jKzWScOVfek5DAyI1u7cSWIMuHLKdpHwkdJwfrsZhxuPD9xP5tj3CTWgeDR2e+Kg0kj81PWsJcEEXXJ0oQ6g7aoqbpdSMbIZh1yoxouOpgabTUmAai3Uwu3Dxyg5P13xTWVq/+VFyqK+3AWIJO57T4EYm6xK2i93ojhGMCLYia+eyCpkDCLFXVyu5FZaNeOo7WaKxi7q52TQn/qV0t+fp9rt1JYL7lWoaIa60DpZ8&#215;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&#215;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&#215;7ixr3gK75+ul65snXVVXRo9OOm6ypCF1fw07V161VRp554Bxhsq5xJw1E8T3jH/ZPBQCFZ1sbRUxfBkvNJysrFfqwRo0wTuYVjlZm3IFavnIFUVKLvnLeJTrlimm658f36as33aQTCZNeeP5lhitUaWv5Ft10/eVa+v7L6qoYxErC7IL3kpqQognjQJ/x/RZyxARkJF1pjTX6+b0/pLLQpzQURAYTZCJJ7HkkUjzW26OWnGG3wEeRnGsgHJw6a7YOOWIue/LhO5fAueEhPPH44wH3oNmDjz76WJJoIxDyjxDyNM5syKUell+IlTYLDW435bQOsPtxZPpDWOUBBNzhkymnaqqp9rAmPGQijQRzTi73Fc8qkxxFSQkGB8WzYvUW8iW71dbSqH0BEzlU/clPfhLcJxu7oPZP+e7LtO310diaP/nkk0FnlWvnLkNYK7rs4MeMJWCxcGNICMXDgx7HBY22LJH8wvPCso9VTl6RUmt2qWH+i8pkwkoUkMteJoLEwHMW7ymXpFcjKSFFr1ilJixtzK4dSkDQ48fNJsFGyWP3ZhwB4r5J03gnMem2tewbtzWbwYuZCDoOuTHmjuc99M/ufj8JqMRZJ2rw1WeVVlWtlg9eU9rFB/BpBghTy47GHV/77G816YwTNHDG19URxfvxsLNOOVcVbz6r6HmL1fnRRkVm7aMBLEU3WepeYrN0FMpA+SYlticHTSwhavuDuHvd6z9T7GiOd9J09S99SJms/E7TJxH3ddOtlQPctWjWkYqdcaB6iJOJpklYMjoJYYyj0WPSPhPgb9tN7Jurj7Fea4GZpjB1ZAUuaU7pgRrg/OeesI/m0Uyy5NPVOvmokVjHsSTzdpFw4xpw0hgerJ+FhH9QaZ7vHU2Y0oNViyTZ1d3Wru1bGJ1UXa8xjLX6ybd/p2l0qb3yymvAaxfo64Rlm7dT+hw7QY/88TFg48k66ZjjaCOt1u6K3dq57kPVblqow/YfF5TGTMyYCa98ekYa52KYqduPqHzgUT34o5+ofMNmjUbI43DXsx2HY50jsJix9KJ3oagRSzL7lGXJwDdz7KedczYeUkJgVKJIgqIG9OILzwZ8B86aX3DBRcF8vpdfejWYVz+IJ9dD8i6ObjcniB/8xUOUV0keEjvmgTmoq2sPnLvYQbLnXOvSkiLN2f8QyoXZGj9uDEZrXwZh4tLTGzHAfrKzyTmBlX/lzx/oT0++Cp6gSRs2EDaimMwBaIXstZ/Ium8GzehMPFeZo/zHb3st6J5Z5sEFRgRZ6P3jdkoLua18JDck8Ic3gmff+GnAWZ6EC5xSU4XPTMAL7jqJBdBDjL11+acaVc8EEVhOO8iaxtAfXVA4Bq3epj6mkyQSY7rfhWWpCBBZrAzwoRXKqMfFoiUtPn848No4Ne/cHvRptGH9Nt52DYCYVO2bXizRyRR1+DFY4dJgbnbeEUeqYcYxGviEvuQP3lbq+VhTQgdSNIoBWRVfvUNdl31bkRnjQdnxvSiIAXqZU0jaDSav1WBDNZ4EVoskXyPoscgSRjlR1hso2660EOwouAUtEB3kwq3evWieBk+7Qf0HjFXkE1gMaJPTLr5JzDbCrSFoKCylRIDQsS5Y03gUtlb+QrwRFn0OtWESzcpmobfRe/74o4/q8jtvhawhlwx5mVKTkvXZwvU6+pjRqi6r0TPPbdcJp2QqO4EdWNFynEM/Q48NNEGbBEJkRFlMdLfGj8rSDVeXaMXmZr394Xqdd9IBOuXiCzVp0mQ9/uRv1N5Rp+uu/abu/v7t0FVfocNIdCWCf2dokv70wq9U9skvdfwhM5SXlUOSi466ilYGWxyC6wvhFYqQryNz36bn/vCYHv63X1B5SFcxpBhdWOZIKigxnDsOB3eXRBZ3wXTXcYR3deQmElKTdfBhc4OkXSKJOHsny1evCEgdb731+0F/hQEumzZuoeKTGsBiLV4xWGC/d+rUSYFBuvnGa3nPCpCbSbr77hsVYkDEJJh77DHl5mRwX5xMc2AB6yzuexcVnViMS093u3ph+bG2nz55pDKSLgj6+7//sz8T4uwKYn9/n9d9S1sr5cL/RkeWP/B/tO21oBtVZLirp5p4ZplHEBks4PKEEzDpXDAiXTLqDPzr3aVimEVb2npV/dgTily5WQMl+2gsMW4M2enCqQcou2QK2hPwBOinHsYBVZaRFd9dri4sCj4XljYOemJgtsTq+/DdDVu3QSuM6w3InZy+EnCvWymVZHBm9VX1Gr3+ZcG5oBhKQmVklWPvrFfxqVcRl5KFx72MvfACXO2XFIFyaK2sJUFTwnRNrClxbxqWZ3DqkbiRyAqLcIBsc1RfnNKic1TW166smGqGANJtRoYvHkLGzH0mqpbSoeGuMXguIe512rgJSl6+XfUrPiRruEMp+w4Dfs/ghmZqxfseqvTJ47nVYLWxdIADmVbCnygVzDAHjcj7u0nqeASRPRKCaiiRE/Tx/AW6gzrvWScep0f/+Efdd+eZ8Lutpn89U0dMnaAdU1fiknq+GDVHNt+LAWLSyMCas1sEfQA3M5Lpo1EAYdzl19lFJYAy5PGGsU4/Butdpz+8/LEevP/RoMadnZyhLJKiHZTxshIgoDhtNteoA0rlCh12YJFmTqGkGEOmvqMGwaRMWl+nqy47FqEj284&#215;9GGx57//gW667jpZ/4yAdjmJgQwhNFg3cFoTNTpEN/DFmW+X//iHNmCGMR64v8aOm4gAogz42V5WJg/+KC0tJfF2G8nf4iBOT0/P4tXPN2sWcgM2DN7mHjaT8dnHaM2aFYQWETru+LlKj64Ozq2T8CstpYvrXKY2mGyS8DJCVBhi+/Eu22krdpafZGs/x5nKPHeHla8/91aQxLPVtvvuNW/rnsrYqi/bNnQFvuCobJm9MLw5wRbezOxaB2zUWUdPMPXoIbvs3obKKcaY00DSkq2khQvk+NgJ3RALJiX/QGV/vFBZjz2uut40bjDJq7bt6lo/P3C7B5trgnpq7Hsvqf1HZ1JLXa3+GXPVdeq1KsXNTP7oXdWue0dRy5+jlMXLY09TysiDpG3vcGOW4xHEq6lkuraWFir19IvV+b37lH3/Myo+9EIkx1yrTPFgrE/KnNMVccalKiprUP+1&#215;6qhcztSAO67q1WdJMSiGAHEaEFaOtuJ8xkwgOWrQMjjO3NQ36Uatm0L1hw3E2XUSzKukZucxqXqJPZ27bfu2h9qcPIRytjaqbQPnse4EpKMOEqhyp2K+vAVwCaQNzCWKJ4OrARKY0GDOp5Av027wQT0jnbTslu5k9HJMfSw9xMSZVDKa61iumiz7nnwV5p97DH65t3P642PGYFMa2mot135fLQEvri27j51tvcyapi6L116EYxSwk6RG4BNFQU1yMSWSPyg3h5z1IHIowegtaFKqQCHDpqYqgdvzNND35ykK48r1qfP/1Znz52me689S6Pjt+rwMTU6+dCQbjynWGfOSFE6gtoBSrCPeukb85uVmn0QE3gIjzgV5zhfe/sDnXf2eXANIHQjwfTXbSLcQcngqaXxngziCme9zWnvCanJtOB+glUvR0mdcc4FqMMgpxu0iV52yaX64O33VIkyv+Vb36cn4DlChKwgMebkmIkzHa7YP4i0gCK8PFTm8BFuc6DakAkUmck94AY6QDKGSOKEwF90GKdNmNbTR+VlYBilWOJ3yrox5BCaKcVFkdxtJZyMpkw7auQY7b/vPnQmDuqppx/TjvLtfOuQfPTRD88O+f4vx/bfsui2BkECZ49jtiBbgzk2MirOrntwk4hRvNmqewu+oKVS9dR/qRrRPw0DyWmnKmH2xdB+blf/og1qJKatXPSqBjbuUkZ5jWLHRyKoADW4MYPVu5mq0aZC+pajph+hqDlHafNrTyuBOMquVhnY5mxMXcSofNxqsrMVO5UIw0Nq4UhNueRC9RJP9hbj/kfk0URjvUb3E8vOkbtx7jgBij3uAq1atE5xK5co45ZLpF+8qe5DGS/0K2Lzl/6kuDMv4E0oLN4ft+5ttax4V72zxqjg7AvJvn+ELHItckggTp2tDGaU99W9oXjw5V2tIaKFSYrA0+n9mMW7u44uORo7SiaQVHyDrD4jqrCqHpNEViAop8Ux8M/HFCJEwdYIyIuacQUboVaKZ0FFkWnuYE56H+t26YL5mnbBeXr2xZc07+3X9LMf3apn/7xYUcfvSyxfgJVk5lp6Cgtwq8YX59GBxiKko6cbUEoMwxT/E1/3uYXnnpqWynVuK3bfX48zGl6cqBGjC3T0CVMCSGoiJb9BOvIiUc6GHXeS0IKVXvWd5UQg47Rue7/mz9+shx5+lTgeNYnyf+ONt3TVJZegBAe1T8kwMOsNykomUcn3xRlcQukqBWhqI0myVryhWHAUta2MdAZYY8Zgd4j5mKqqqoIpuWaPMZf7f/zHfwQGhjsZvO516vXqzcffH8G6YRFGfb4ePVvACTwbqD/96U8aNaYI/DutvHmp5I6YtwfddR/5pJ4umo1w4xvpZExl/FMzFFk5I0Ac4kXGp1M6S2OYRF81Rg50Iclbn2N4zVvJuKPuy7QFcvhFB/S3Qu73hy37ypUrg5qjn/PJGvZnD8BC782khGrarNharAQtqTWtxGQTSbhNPYRky/5KPbhT2QvfU9faN5TYGa00dylFA0RJJQTQGmLtDg02D5DUy1X+rKPVP2Y/0G7HqG3z+2p78TkNVO6g2QJFNKaQjDtEC7QOptZjwYZlKPaIw2AoKUFJkdzxwViwHX+R4LKujQEQ0hGJRRt9iMb84DfquvcmZb0zXzW/JKl48y2KHDNRAPMrEQAAIABJREFUEY/cixlIoaNtmHpJNkV++IQiWGyD11+gvrzRqml5UwXeWQaNMPsdq6St7ap573WVJAOGGaA1tg1xys+HzDBCSXX1wVDEqKnT1f08ScG1i6jx1yq5rgEg0HYmpdarKzNdCftPVnx2rrKJGXoAs2wlQ9bYUIsVpbxH6ccY7nRmpH1AP/X5Z50ZzDs78dSzNGvObN31vRv06mvPaPjFZ8ACO6AlS3Dn6QUoLo7DzaxTNrFjLBnkHurmQOuwRkFAwAl8fk/RroFbj9C7btwX4qKR2IwCB2BSDTQmkFQiWPfq82d8ZC5xcy+gFu5dYQr88C16+4MGjRxzpKbNmAU2YEBvv/6abrzscu2bk0lmvU0JJNwi8GKMrIuAdyDCSpywohvcgdl6osnxtHOftiLk7vv2hBvXus1cZNpwT7N1lttDK8PC5RDSW/hvP/ZajEQxogIIY/hOqg9etybX3LylTrfe/usgWTxqJMjAtBiNKMhWQR7xFuHOaScfpQn7FKp8cz2xehOU0+0snXa14hktWrqaRFyD1qzdpg0VwWVQJHV356c86snJTidQv0zbFwp6+KaHcbthofffvvjGtbtNz6wbvti5ubl/0ahDJ9qnlh2rFQmBgePORAbmxaSOoj8bLQhMrBs+sJ6sfGqs8HzRI91VRTIFVysiJx8MaLcGMnGfu+knP/xQmAD3oW86WlkTD1TkBy+po+4lGGaI71hwMcAWU1ikNSTnWNeq7+G7IpKIWYnDB4mdOJh+QOZOs0SzJnwfQsBDfQHod1PEyElKvPOXYMTPVzz17cjJwxR54TfUf+VVqr/nepresIRATdNYkMMu/a509k0osRglI3Q2IF2EMYLIIWPGYWp5PlUDADD6USLxILp6YUPpo52tnzno/e1Yq9LSYNzR4Nbl6r32OnXX06Jato7zbFd/9jDlnnmR4q68UfXkApIhr1gOU0pXL9nf+DTKQD0AeuKUlxCjDeQtXnz2GZ15zrmUKkHSZebr+u/9WE8/96q+c/8LygMOnksYMHISSorFO8i+ulGmUeQgIlnwpr/y/fWPN99T5DKwhFbWQ+AQCCl5sh9PI4pcgUP8QYQxYgD0F/tINFoxmRp8PfmN4aVa9kmFlqxt1p+euxfgYKp++9CD+tH3vq8ClFQicF3SJHgjhB80ALm/3rRNfSiKLlzddtCD8ZnZqkEJ7Wxs0ORZ++kPf/hDEPf6+Jxsc4h45513BqOo/Vx421PAXeLyFpwPv3vwMuNAERrS6gYUb1dcfoYO3W8C1RSGR25aE3AoNKKkOtoYObVyq5Z81qGMrETtWLWaGvkpgJRmqZY1vmlTJSFUjvYpLoIya44+3dxAWMdAjJGlAUgsQOyxnpzIs18RgbX/MmxDPs7fORILtn/CiyEs6P5tQbdb5ce+qIa8+nf4/f5MAnXQZpIfNnot/FMw61CljJ3CasIIInCUmmkCoZkEK4MvoNaadTwZUsYEklgcnYU2mnhq2CXnYpBRLuynG5c9kbIV+dggSdaK0kiIzVYkwJTEhjrFJyLAKenwxRGoUld3DBBBgsfZXOe58JQhnkEB7N6khHIGE9h9JkbrGTFJzZd+Ew+iXn3g1yP2nSGdNEdtVW1YrVpFFNPuesJpkLp9Xb0oqUEWf0oj1t1Kg4XZU1mn/lEj1A9Et66F8yUxGYlwDaT6GPCaqzYrsY2E16hiJdF9FcmQhoj3X1DyBmr1lPOoBKq5okqbFq4CtL9bhYQacVjcTevWKhUPyWSOPbi1cfii2SitWKzMt667WkvmfwAUFkWGkBaSlPrg0zU66dzzRNpBBx8yBeEYhYDXgTrj3BGuuD7INYC6gdr9i/X2PXMiyb/t8lrQfS+jaBjy89HAgaP74b4LkcSkT8Fzxw3L7cG9jiGmKUFRvvFmnZatiNPLby2kYzBdF11+tb5/3fXMYkfpopDzSOTF4CGkBk0rjGkmG98OjrwThBzzcFkHeBq48dsamhVHvH3vLx4MesDdP+HNM+7vB6XoMdbe7EF6jVmwwz9BuIECCrvvft+eSsCGyDRTU6dODQA25&#215;84XuOBIT9401V68z8e1qP3/VRHHzBLdVvLNeeA/TXjgIm6+vKLNGWf8WA2erUDQNSNV1+qm6+/TCcceVCAAvU+TzrppKDPw9/npiSX/zya+cuy/beOZM+L5gvrxeDNC8HAGLvpLivseUHDwk6QpciNa0F7xasVCUuadQCZEHcq4eJQWrMgC2TSgBN5xOcddeX2IRVTOpKiDZYdQ5l2xBGKHH8AiSzTP/G940eqilpMNC5lMj75QH4&#215;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&#215;01S9HGnqpmOt0gWU1N2hqI3V6iXxgqNG6G8kVPVM/Uw6uIZKskrNKW7Bh57UINg7GPOOl1V24Fj/u4V6u9HK/Knd6ktbljA8GKttIcT46NwbBLEiLG9jRBqoEQo/IGPDBQAUsJv7C0HHTnoJARZ7uQcrDEQV3IIXZ99APT1YM6H93B+FnAviHCs6TjTgymXLVumHC5Buu8SjCYD7DfkZAJJzTSXpwgdQpA/ZNAGGoeADVLeTEfA3NbauH2r3tu0QW+/8rK+d8ePdRLji9fMX66n3nhVJ585RTn5k9S0YyOIvEhV19QDGClA4LnquC0NuNlOsjYz9DAnE+gwvQRjAB41NiTqd09+pMqOSOUTIyey0IuSYUOl6gHkhftKLMw9HcAz8LlEAYbpZ38meOhG0BOA7kbyXCduvafh9HC8OzuaAb4cp9vuuYcEJpNYEEkj2wLiCRJpdPUEl3tv/xlSGSR58X5OOOEU/eaB21RV26xMEpw97eAJ4hI0gUqPce8/uPNeI41&#215;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&#215;0d8HvcClJSWUYGjYJzsZZRVP0sWWPcM33RuPg40VHnRSIXx24SJxneJHTPD6CphghjKpLCDezFP82MazD/vvnwsfRgLNjwijNwiJldRNMwOubicuP/KsWCxyJk0pbXxXLPoDzAfNGsT5vNiVlKa0k09X4qHHqb+aWrGpmoFAZtI7buETCDIQD0GN3H/aMnAf/2ozYKiaRpq6mlalTAAfAI8d6YYhSK6FzqrfLj7nHH/cEYofQ7fWeurzJIQobAfnZncvjNZybfjaa6/Vu+/SkgtI5PLLL9eqj9/X5hVQPaf3KTczR7X15B8QrFReb21pVzukGVmZ6QGU1ZltM66kUNKKxRp2dnQFAyUyUYhjirK1pGq36jieNNg7siILtAmX/KOVTpbt1P7T9meRxugzkF7&#215;8f8Pde8BmHV1/f+f7L3IIAQCCSNM2QioDJHh3nXVulBb96h22NrWb+veo6669xYHCigKIktk75lBSMieZI//633Dtfn6a60t9Kv/C0+e5/k8n3HHOeeefcKcLLt61kp2dESG6FCbedlVdu1Vv7coYvxPPPOnxIyT8gr5G+oGQgvRsVg0w96ylmydsOayHYBgsG5B7KJl9KVU6ZnwfMvBi64E0eqE006xU08+FdqE/zhrJnTU3DfTRxfWyhS6tfhfs/7vfYFOudYmcUBYr8Z909L72tcUvqhtHIazVpxl76m2WR8ssMVLyOhLiizlso8Nj7eBQ3vYpb/4qR0yINWZBqsAnrguvewDTIrxhCtPmTLF3dIrqL0FQIiv5o+7Lz/gn6A/0Q7k+Q24gA4eMNDeeO01W7Z4iR155JHWF+VcAwJwlDTa0oSx2BJVNcFKVazVa2UmlbonBEVVKKymmmJOlEVI+BSqXRuHDiGXcpuJYwjRF82fO6EN+RwgwyxGnAiHO8JiVd1DpxGzwXnwkASWhEFhdbsGbHfKSBuOuNDGScHIZkG4rdYTANMem0xcdBREIZzdnBugct0LYcAcD7VW1wFbEEytHQCXZlyvmP6HWDwJB5KOPs5MIbYQHEVNycc/qFEeZdiBQQaimi2gSw9Ei4HE1/Sib5T/ZcDBsOOeZb/kkktcbnBFAd55550uxjpr0HD7evkK244jSYK8B1Ec1cFWS+Me6BCC8RM1JvZdZX7Fmqq/7Wi7xAu1YQ3gRMIqyxBbAqyAtNeZELUk2O2K5nKbfOLZFFykiAZVF59/6XX70y1/shnHnG4rvl5va9ZusfvuetAqQdAvFy+2orw827ptl2Xn7LAsOLaCTVutWyzSOdxTJVNWj52/K2tJVCoiBf2D+5J9vpm1q8SkV03HaiE6BSB9JsTu5ltvs3492RjodwDnCM3riXVQUkaG45rW8kAaU8S6yYkFWJG8CObXESZdXlNBTMD7dsWFUwlYCQGZb7HX3kERS4HJjMyBwPRIO+zQyTZvwSeEVZfbiSdPhwIhuAOghQSyvPzhF3bN7++0Q0gIImLtxa/OuhYd78zOH8g4DvTaA5xGNjzYMA1GpWyqyKqxcsXXDnCVyLAV7VM1iyg5Uvm+2tghgUGQRhiPC638jzmAVAdiEhCDh1UwWjWlN3JuYSLAmHlCARo9AxzmsFYOlh6EpUqb26VliW8g5r2JuOrGDpqBFpkby1mB9DbFGiX3CqMf4hBEUVgaYti74lgTbTEkvVDq6EgyiSRV0TccUvYR6ZWKk4g6LCrtKbS7XNCjxv1Ke/e1sCkzzMizxtnWwLM6aBp/ebyIXDjAJbcdPTcQ3UFLHawICiysjI7VFdV/88037Z133nG24uuvv57EDhe5Z46ZcJg98MTTzO8kW5ebbyW4nAYihzeyc0tsCoFtb4WoNqqSCp+l8IrAVyEYS0VgC+mNuXcbGWta8EHoEk7SDLrRVF5sKZgG5ZXYu188Di+v2cgxve2CmadSuimXXe1jmzPvbea62q3vKy88Z3f/5fcUhMizP9/0S65rIhquN56H0U4H0QYiBSEqiIOTjC2xSYDfzFo1sgOKdQ6XVxvrnVdB2i1s6cefdppNOGKCm1/NMWSBeaf/0YQQMy/aDzRlB9q4lWuK+mvD/VctEtb8iMMnooxtIoZ9GaJFd7IRKzAnyY44aqr17AMRK9liG7YtIj20ZHJZICBDmBvzEEtv+PUdxNsn2bRjSVoCbHgkl9iitdQxvXe2orgH/4B/DnhHF0PNOsF+N9vrhKyWlpaQHHIGABeKprXO4jGhSAPfot0bdjIAqt7ODiRFldhwJSjUDiSsAJ2ZNI6jtNEhiQWq1KGmv8LXAHZAIRh7IdYs8e46DleA24t0AIINnRfC7tXxCbfb/R+RljkGqnOSEN6fAXRyqmqTcqXMeTxMqSBc5hc9jnsJUHS+XnKlFKGSbBqId1ZwDN4ogYgejEWcCPo3dijGw3XNsPAak/rVLrMYIwvWlqfGLWT6kVyumAE17eRi3wUkTosLu5lEmuVpp59iPfr3sy+WfW25e0pJvYSDkQgHskIAc9nMJIpLqWPnVB+VF60NrVhCWx3&#215;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&#215;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&#215;9sG7s+y6q24gSUQqiIECjHEoTVIUNvBCdkEwBhMVMj+ed4F6Z+2c59n+tdd6afwCVsGEwlK1G8sxSIUWmyE6UkIpPjxEbtA0XaOa4kLoKoiiKp8sWLDAJTIRJyCx5plnnvlmTnSNuAJPFPX9u5rEk0a04PIUpFsQjxx77PGHbfSYdJt+9AQLyiJirTYPCysehVgppk6bYG+C9NWlyN30PzMzkUoylPRgFw/FdBjErh2IQC5lnpJ0Ngbl27gJvW3Wiwuor/61TZk4GqLQQC16CCZEUPNUhIVCGXIy2NU1HypAqjpxzz33nN1xz92Oe/BcjebOczQelr5rfN/3twPe0UW8ZXbRO8PiH4sN80eYiiXiVPDIU8/azX/+H8svLbePPluA7MYv7BqhRJ8pNzazQoYmJgwZvjI/3/Zgtijcvt1qqbUWwIK2UCtLAOdfjWT50Gcd10u6br2kENJLn/ex0+i9AaD2v3d+1&#215;300jFHhvffXAozpwDTcZoOq2nyHfBi/3cH+aGZ3VWf5RcARrkdSp5q+l7HjvTck0/aEeQ2e+hvj5MCuZc989ILDsl1H+kltDPLu03qr0CC0J2ZDsBQvW02&#215;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&#215;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&#215;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&#215;6MKPCzSSPIv1cJkay1DRRu+Dqn2L7GAy4goAvqAPoOoofgZBUe3aFUraikL3CBypHfJToF+sYqIkbtKcYzj+Vymg94fZkAZWaT3V8RjjIhax48zGgeDkb70e/ofpAecf3iC/HVNCH+s76LZVbzO6p+1+vbTffRdVICokd1EWVCxkbYLT0rAgXRXIAqOplFvnSm3XHfPWRsIbsqO79CLQty81zmVV2j++i5Sioguf2yyy5zi7Zo0aJvPLT0PAGrkF9Irmt0TKyeTDm6Xq9YMr40O2sAfQDJ6zEF1WHHPvXoGTa6/yB82i+m8hNyIQq3EIWfRlMUEc2&#215;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&#215;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&#215;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&#215;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&#215;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&#215;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&#215;5HlpYIy8mnOF97gu1FUdMMogt4NwGkVeQXriSvXenGdbbi66U2dPBAiNNwq8krRjtdb/2GpaD4abUS0jrFxJZj406&#215;3gNS7LSM46y8grLIONDg8WrxoXA6Al0AXPXf5JMexg4ph5ai6ipqgPexB3//B/vLnXc4//7u3dLwsafOGvMSDissx6UGVXFU0QN2arQRjoi62uLiiYlLCMFtTcCmdf62DO6B0C30d/zxStHf/OY3LjpQ4b+q1+42CRyqRABH9c20D7OXSZvJ7phsNTjxhJGjuQUhQliOZATi6wPKQuTsXNjp1oAU9CrUncP7MJA48+5dqQkIF6INPZA5grG2MCkNYd8R5KwCKwOZ8AluwwIBAlcT3KLdW5lg/Rj1LkRVGKreg/Bnf2ruQnt/UwHWjxH2i2mjrR/ZaQLwqW+ArZeuSLA+c+ZMNwMiHJ7D/b7z8&#215;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&#215;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&#215;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&#215;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&#215;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&#215;1XX6633/hAV1xyhY464TjNnTtHg7DQ8VFxmnnIUXCixdGamAZPW5sWL1yiBx58TOf98EdQHHdo186tgZBbY/uihoLmE/t9WXb/fv/OvTc/F/5FddUrFVw6YhO0gj7z4B81eWSSLr3oMDWXf6F26KQS+Y1dJBezaKoY2Q8h5p9njuHJaye/q4IZ36aiaqe1soae6RosdCOC1Ex83dlGCYrF2JUUg0B2ojjhdBsyBGLGeLXh1psgMRIFEGmiCIS3idHDJOw1fNRojtGKkIWJEHehOGPJlPNOjRo3IWgMacPKl3cRnZNhTqiJV1o31EmZHdpEC24G+7iVFuKNDJfo25pEVaBRCc0QUHBcba32EDh42GC+j81rzpbb19zrIFx7NgChO28B9vrw687Mm5/OCTlDVMPrZ6H3vvyecD+Gw3751Vo+2/NLfM769O6vX9xwHVWjgwLg196/0QomFPS9n/8290OZ+o/2sc8FPRQoH0&#215;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&#215;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&#215;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&#215;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&#215;27E+JOO6qK13AhxJpF7vPu2n3lqu5upoPXfnvereDblgeo7+fN89WlVQqjNOGA2bS5QWLv6U7HadsqAVqoYLrq0JF5VJKUs/+0xPvfB2sGgKCwu5NdJKys0dEPRB+zhWYyEdUvTrh1vNOKes7MnE9rjMKKjm1l1w4xVpNKSR+0NbZGXleN376skeb9J+E/YPBKuZcU710E999NECvfbefKVnEbIQejRzSZLpFkwgHo6ESMIJwAagwVEooj4IbwK/uQ9sul7QsRFMFCM7n0zYMZ2+gGDRM6XEHYclRYVBbGq2XT9vhZNEnT+6I4E4nuNFCQTDG9D6PjbH896igLgmI1SlJSglknd9GB4ZgzLshUL1WvmuNiseX1vHz/7zZkG2gFtQfWsFYE/EW6gILLT+Lbb2Vm6hhfd7r7j8iqBkFwq5f+PeQu7r5/f/d9j2uaCHP9KE/kaa9YolowmVUTvlojayxWlxh0CAUKTtsRNV1ov4MKsZMEcn9WYy61Dlrivr1K7yLSDKWpRd+qGK2j7UzZdN0HnnnGYTCSx2rD599G361p/QQKYY9BmMhZo6G4ANXV4xWESYVMpgaMkdc6COOOYozfvwY4SjTQeOziW+bQWsMpzYton6+PbgYjvm8gVLSY5FMAdxxeN0+OH7Ux5izngHSSQyZcZlt2I9E0gY3XP/y6rOr9NTz71DdjlBOyoLtIxhhp9+8Y4uv+pntDzeQwwYh5KI06ABvbGig4nrR+DWTqGO3am5c3I1dOiQwO118iqJ+rWt4+DBA4OEUH7exuAU+rU44uhsUGQ9MXw0A1OgbcEjsNtoUFJ9fXmwKKVxvAdsWftRJPMNwoWzDtfZaJRLLzsONBpgJEKOaizz1q8391wi4u0ol+cQwk1bt9Hfj3veu6+GDBgYLPDdu0mKoiz65CQjGE1a+OmzwXtXr94aLG5/zgvbCDQLkLPWFviU9BGB1RwBGs8jmfoPHIDCylEy+02CGdVQ21jCoF79Mvg8kRBhh52deix8JMLUM6yy5xD/M/9bIH0cPjZf19DTcLLN7ngo4H6P7w8d6p6GHkisz7mft/D6va2UTv15e3zV8B2YVTZMxnnfYWzuz/v79hb6/8yxf5ef+d4EPYgtOfLexGbpaZlB7OmU8+ChcIyvW6IXllxNGaeBtdhffTqx9IBf4BtURmOc+hMrz1++TgOGrdLTD/xKE/sfjVXcHuDEO+gbTgSeOZIYfdbMOZTTxqq4rE65mbSw8u/ok3+k3c0kivrAdlLB4skZrK+3r2VhkX1lCqZwHVuo85o9JZKLbyGuJ3xobcZl5eLGJHbiibDocwZi5VmIKAmXsVKpz69au1VFG4q0P51cL1DO6uL4N4FVf/TJ3zD8rz+19j9ox/ZKFkc3CcgMhHyIYqlx11JbNw7+wJnDdVbjUUydoUHFbg8JLM9W9yKJiqLc1VKp3CG9gwVkOKifb8ME2230sbmsHhkVjZKqCTLcAE4DGGkzFtkeid3SWJhXGyHgSIQptgXFmI6STc8YRAMN1Yv0MTpsxgj27AwyrizROWUOLC/WH4ubnuoZcLS2NkAZHcz0BpoKutFQVS92L+hN60uC/m1npbdv3&#215;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&#215;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&#215;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&#215;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&#215;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&#215;62o9e9URl9u3WLde1avmnhGXtqSRA03TEyZFB9j4xtZbPNqOcC/XiY06CWlDsNVhBwnqT1KFRU4q1bQPXsyFX+SsTtL6rFI5APDdIMFCH9A4kaPJ0QqrcrcrqP4IYnB55SooxSbacKKb4Jq4rpa623irKr9VUzpwhtDF0N3p0dWNDCwM/jIuAUIMk2KZN6+ECfFXnnn0&#215;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&#215;2uGthdyb+eW+uRt+7H8I/P944nu8860FfW8BD7Wfj99MHZdffrkeeOBBnXPeubiFcLRD/Dd9BugyXKr6GoSVi7Byww4EpwGqJUAQNInEYWHMArp+43YZDZoAWKS8rESffbJBOzbfol/ddJVmHTyRrD0DFYfnKmLVZhIysSC4VmjjxrUa2CdDi+d/ob9Sern/3t9zJJX6KD1TNy5aCK00gwVXZKqujXJOy26t+HKjfvijGcz52g5Ouwo4abY+n9/JrO9d6k292ewrER1GNrlX3LPDKdXxXUvn7dK29Wh84uQ4RjJV1RfrgOkAV8YMVlSvAmajMekkNpOFyz7I6kfEANbB5b/4qsnK37JJ+VsBBcX1oZyFE9owglJcmo49sbduvnmPVi0arWWTB+jgI6OUPXoFFnAMCxZBxcthEiL+dITWf92q5&#215;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&#215;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&#215;5ApaUWqNwG7bYceNoaQ2ar8BCBgKiDo3kAO+B4XRMZ73AXCJgiKbbrvuDsYvQc/VjbU3sCoyFqVEfT+KBGNdRYRu/ekOLXzdiiFJGdiC/LI1hGM5mrA/8X9EJQLu/nay3bQpdwOTbmyESTgrUwsWLVVu7hg8H8A4nukWz3GQAEbm/+/GGfjWp8Gu+95JBp/VMMFhge/HfLTHGOz3ymsf6ve33Q8yDXqn+GyXtQOhi4KgwAkrUxp106xdVVmGQDCXLJGe8epaxgJTksvs1EuvPKC//OVXoJCiicOgTR7dVz++/Byy0+Crcd3aS1O1Z+1AxTUPUDbE8L2pSdfvHoOQd2n2iZt1499MXAh5QDX8ZmDfQcQHiZ0O2iDbGrs1bCyAjiNoQQQvv3JpmzbTrBJPycwIsvoaZ3jJIif0CcpChYX5Ss3eqISsr3XTHRN04&#215;9m6IDZfQJlF4eH4f5rJ5GiyHp3RwGvjC/D+yA+7M6CmqldRxw7FgsarVI8hq8+30R5il55knxzfpCtZ94/RLfcz4CFUZ8jjPnBd7/11hJtXA1Ud1UEk1OhM0K5DRvXqAux5kNGIA3Uqv+f9s49yK+qPuDffb+TzQbyMg8CJDHBQEEMDAhCBSmCDKKDUpSOPIYi2ulY2xmqHau1AlZaqrFV/qhG7UwVEFEx2FIHkFEDSEgJJCRhQkISCJuQbF672eyjn8+5OfBzXcIKxHbDPTv7+93fveeee873nu/3fN+ndQyyZ8OGmHjk6vjsP50dM+b0xAtdT/OCW7BTk3oZtr8PotbRUYcCEE4ChdbunTDse+6JBWf2&#215;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&#215;4ztY+TFtYQYbh+tye/vYmHsiptFJWE/OncZGD5hNcR1uHdsT2zaPi2s/+FA8/st9eMu1QUwxbT7XjUyP1ry7yIZq4she4vD7qzahc+iPCy+Zw4aYczBtovgbJFSZHPIq31q4dzd719XAxTVgeVi06Mfx8Y9/jrfZFosXL06porNLaraHv9&#215;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&#8221; alt=&#8221;" width=&#8221;250&#8243; height=&#8221;251&#8243; />Feeling nostalgic for a journalistic era I never experienced, I recently read Tom Wolfe&#8217;s 1968 <a href=&#8221;http://www.amazon.com/gp/product/031242759X/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399369&amp;creativeASIN=031242759X&#8221; target=&#8221;_blank&#8221;><em>The Electric Kool-Aid Acid Test</em></a>.  I&#8217;d been warned that the New Journalists slathered their prose with  slang, so I wasn&#8217;t shocked to find nonstandard English on nearly every  line: <em>dig</em>, <em>trippy</em>, <em>groovy, grok, heads, hip</em>,<em> mysto</em> and, of course, <em>cool</em>. This psychedelic time capsule led me to wonder about the relative stickiness of all these words—the omnipresence of <em>cool</em> versus the datedness of <em>groovy</em> and the dweeb cachet of <em>grok</em>, a Robert Heinlein coinage from <em><a href=&#8221;http://www.amazon.com/gp/product/0441788386/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399369&amp;creativeASIN=0441788386&#8243; target=&#8221;_blank&#8221;>Stranger in a Strange Land</a></em> literally signifying <em>to drink</em> but implying <em>profound understanding</em>. <em>Mysto</em>, an abbreviation for <em>mystical</em>, seems to have fallen into disuse. It doesn&#8217;t even have an <a href=&#8221;http://www.urbandictionary.com/define.php?term=mysto&#8221; target=&#8221;_blank&#8221;>Urban Dictionary</a> entry.</p>
<p>There&#8217;s  no grand unified theory for why some slang terms live and others die.  In fact, it&#8217;s even worse than that: The very definition of slang is  tenuous and clunky. Writing for the journal <em>American Speech</em>,  Bethany Dumas and Jonathan Lighter argued in 1978 that slang must meet  at least two of the following criteria: It lowers &#8220;the dignity of formal  or serious speech or writing,&#8221; it implies that the user is savvy (he  knows what the word means, and knows people who know what it means), it  sounds taboo in ordinary discourse (as in with adults or your  superiors), and it replaces a conventional synonym. This  characterization seems to open the door to words that most would not  recognize as slang, including <em>like</em> in the quotative sense: &#8220;I  was like … and he was like.&#8221; It replaces a conventional synonym (said),  and certainly lowers seriousness, but is probably better categorized as a  tic.</p>
<p>At least it&#8217;s widely agreed that young people, seeking to  make a mark, are especially prone to generating such dignity-reducing  terms. (The editor of <a href=&#8221;http://www.amazon.com/gp/product/0415212588/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399373&amp;creativeASIN=0415212588&#8243; target=&#8221;_blank&#8221;><em>The New Partridge Dictionary of Slang and Unconventional English</em></a>,  Tom Dalzell, told me that &#8220;every generation comes up with a new word  for a marijuana cigarette.&#8221;) Oppressed people, criminals, and sports  fans make significant contributions, too. There&#8217;s also a consensus that  most slang, like <em>mysto</em>, is ephemeral. <a href=&#8221;http://englishcomplit.unc.edu/people/eblec&#8221; target=&#8221;_blank&#8221;>Connie Eble</a>,  a linguist at the University of North Carolina, has been collecting  slang from her students since the early 1970s. (She asks them to write  down terms heard around campus.) In 1996, when she reviewed all the  submissions she&#8217;d received, she found that more than half were only  turned in once. While many words made it from one year to the next, only  a tiny minority lasted a decade.</p>
<p>When asked for an example of an  expression that fizzled out quickly, Eble cited &#8220;a dangling modifier,&#8221;  meaning a single earring. (As in, &#8220;you know that dude with the  skateboard, the one with the dangling modifier?&#8221;) Eble guesses that  &#8220;dangling modifier&#8221; didn&#8217;t survive because it was too clever. She also  recalled that, in the 1970s and 1980s, she encountered a slew of  drunkenness-related phrases that were similarly too complex, such as a  pair of terms for vomiting into a toilet, &#8220;drive the porcelain bus&#8221; and  &#8220;talk to Ralph on the big white phone.&#8221; (I&#8217;ve heard that last one,  actually, but from a friend who&#8217;s fond of sounding odd.)</p>
<p>In  that same 1996 review, Eble found that the 40 most frequently submitted  slang words could often be classified as judgments of acceptance or  rejection. There were several synonyms for <em>excellent</em>, including <em>sweet, killer, bad, cool, </em>and <em>awesome</em>. Conversely, she noted a few expressions meaning a &#8220;socially inept person:&#8221; <em>dweeb</em>, <em>geek</em>, <em>turkey</em>. Another positive indicator is brevity. Eble said short words fare well (<em>cool</em>, <em>bad</em>, <em>sweet</em>, <em>geek</em>), and that <em>oohs</em> and other back-of-the-mouth noises tend to crop up (<em>cool</em>, <em>tool</em>, <em>groove, booze</em>).</p>
<p>For a slang term to really succeed, it also helps to have influential proponents. Michael Adams, the editor of <em>American Speech</em>, reminded me of a recurring joke in <a href=&#8221;http://www.amazon.com/gp/product/B000HZGBJC/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399373&amp;creativeASIN=B000HZGBJC&#8221; target=&#8221;_blank&#8221;><em>Mean Girls</em></a>: Gretchen wants to introduce <em>fetch</em> as slang (to mean, pretty much, <em>awesome</em>), but clique leader Regina won&#8217;t have it. &#8220;Stop trying to make &#8216;fetch&#8217; happen,&#8221; she says, &#8220;It&#8217;s not going to happen.&#8221;</p>
<p>And  it doesn&#8217;t happen, because Gretchen&#8217;s not the kind of girl who inspires  imitation. If, however, someone with real social pull starts using a  word, or if it&#8217;s thrown around approvingly in a film, it&#8217;s given a  boost: <a href=&#8221;http://www.amazon.com/gp/product/B0009W5IP6/ref=as_li_ss_tl?ie=UTF8&amp;tag=slatmaga-20&amp;linkCode=as2&amp;camp=217145&amp;creative=399373&amp;creativeASIN=B0009W5IP6&#8243; target=&#8221;_blank&#8221;><em>Clueless</em></a> helped disseminate <em>whatever</em>.</p>
<p>Even if it has a famous supporter, though, a slang word&#8217;s long-term survival is more the exception than the rule. <em>Mysto</em>, for one, died out swiftly despite being a short, easily understood word that was evidently tossed around by the <a href=&#8221;http://en.wikipedia.org/wiki/Merry_Pranksters&#8221; target=&#8221;_blank&#8221;>Merry Pranksters</a> before getting recorded by Tom Wolfe.</p>
<p><label>Tom Wolfe, author of <em>The Electric Kool-Aid Acid Test</em></label>Once a word gets to the level of general understanding, it&#8217;s still subject to caprice. G<em>roovy</em>,  which dates back to the 1930s, became fashionable in the 1940s, then  unfashionable, then fashionable again in the 1960s. Now everyone knows  what it means, but if you use it you either have long, gray hair and  wear tie-dye or you&#8217;re mocking the sort of people who have long, gray  hair and wear tie-dye. <em>Groovy</em> got stuck, and though it&#8217;s possible that it&#8217;ll make a comeback, for now it feels coupled to a particular time. Yet <em>cool </em>in the <em>excellent</em> sense—popularized by jazz musicians in the 1940s—isn&#8217;t tainted in this way. No one says <em>cool</em> with the expectation that <a href=&#8221;http://www.last.fm/music/Charlie+Parker/_/Cool+Blues&#8221; target=&#8221;_blank&#8221;>Charlie Parker</a> will come to mind.</p>
<p>Perhaps <em>cool</em> has been more durable than <em>groovy</em> because it&#8217;s an ordinary word in addition to a slang word. It&#8217;s  unobtrusive, which Adams also mentioned as a positive indicator of slang  tenacity. Maybe the <em>gr</em> and <em>vee</em> sounds in <em>groovy</em>, which are rather harsh, are what keep it from seeming natural, and association-less, in conversation.</p>
<p>The  only way to test that these theories are more than post-facto  justifications is to apply them to newish slang words. Scrolling through  newly added Urban Dictionary entries, I came across: <a href=&#8221;http://www.urbandictionary.com/define.php?term=La%20Slosha&amp;defid=6004336&#8243; target=&#8221;_blank&#8221;><em>La Slosha</em></a> (&#8220;A woman whose awesomeness and attractiveness is only surpassed by her  ability to consume copious quantities of vodka coke,&#8221; added Aug, 8); <a href=&#8221;http://www.urbandictionary.com/define.php?term=Txtnesia+&#8221; target=&#8221;_blank&#8221;><em>Txtnesia</em></a> (&#8220;When you forget what you texted someone last,&#8221; added July 31); and <a href=&#8221;http://www.urbandictionary.com/define.php?term=Boones&amp;defid=5994043&#8243; target=&#8221;_blank&#8221;><em>Boones</em></a> (&#8220;One or more hipsters that are idiotic and talk in hipster slang,&#8221; added Aug, 2). It seems to me that <em>Boones</em> has the best chance to survive: It&#8217;s short, contains an <em>ooh</em>, expresses a social judgment, and isn&#8217;t too complicated. It also strikes me as rather useful. Let&#8217;s see what happens.</p>
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		<title>In search of language&#8217;s missing link</title>
		<link>http://www.communicateclearlyokc.com/2011/08/in-search-of-languages-missing-link/</link>
		<comments>http://www.communicateclearlyokc.com/2011/08/in-search-of-languages-missing-link/#comments</comments>
		<pubDate>Wed, 17 Aug 2011 09:36:11 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Listen]]></category>

		<guid isPermaLink="false">http://www.communicateclearlyokc.com/?p=243</guid>
		<description><![CDATA[By David Robson via New Scientist
Through the looking glass, Lewis Carroll&#8217;s Alice  stumbles upon an enormous egg-shaped figure celebrating his un-birthday.  She tries to introduce herself:
&#8220;It&#8217;s a stupid name enough!&#8221; Humpty Dumpty interrupted impatiently. &#8220;What does it mean?&#8221;
&#8220;Must a name mean something?&#8221; Alice asked doubtfully.
&#8220;Of course it must,&#8221; Humpty Dumpty  said with [...]]]></description>
			<content:encoded><![CDATA[<p><em>By <a href="http://www.newscientist.com/search?rbauthors=David+Robson"><strong>David Robson</strong></a> via <a href="http://www.newscientist.com/article/mg21128211.600-kiki-or-bouba-in-search-of-languages-missing-link.html?full=true#test_yourself" target="_blank">New Scientist</a></em></p>
<blockquote><p><em>Through the looking glass, Lewis Carroll&#8217;s Alice  stumbles upon an enormous egg-shaped figure celebrating his un-birthday.  She tries to introduce herself:</em></p>
<p><em>&#8220;It&#8217;s a stupid name enough!&#8221; Humpty Dumpty interrupted impatiently. &#8220;What does it mean?&#8221;</em></p>
<p><em>&#8220;Must a name mean something?&#8221; Alice asked doubtfully</em>.</p>
<p><em>&#8220;Of course it must,&#8221; Humpty Dumpty  said with a short laugh: &#8220;My name means the shape I am &#8211; and a good  handsome shape it is, too. With a name like yours, you might be any  shape, almost.&#8221;</em></p></blockquote>
<p>PURE whimsy, you might think. Nearly  100 years of linguistics research has been based on the assumption that  words are just collections of sounds &#8211; an agreed acoustic representation  that has little to do with their actual meaning. There should be  nothing in nonsense words such as &#8220;Humpty Dumpty&#8221; that would give away  the character&#8217;s egg-like figure, any more than someone with no knowledge  of English could be expected to infer that the word &#8220;rose&#8221; represents a  sweet-smelling flower.</p>
<p>Yet a spate of recent studies  challenge this idea. They suggest that we seem instinctively to link  certain sounds with particular sensory perceptions. Some words really do  evoke Humpty&#8217;s &#8220;handsome&#8221; rotundity. Others might bring to mind a spiky  appearance, a bitter taste, or a sense of swift movement. And when you  know where to look, these patterns crop up surprisingly often, allowing a  monoglot English speaker to understand more Swahili or Japanese than  you might imagine (see &#8220;Which sounds bigger?&#8221; at the bottom of this  article). These cross-sensory connections may even open a window onto  the first words ever uttered by our ancestors, giving us a glimpse of  the earliest language and how it emerged.</p>
<p>More than 2000 years before Carroll  suggested words might have some inherent meaning, Plato recorded a  dialogue between two of Socrates&#8217;s friends, Cratylus and Hermogenes.  Hermogenes argued that language is arbitrary and the words people use  are purely a matter of convention. Cratylus, like Humpty Dumpty,  believed words inherently reflect their meaning &#8211; although he seems to  have found his insights into language disillusioning: Aristotle says  Cratylus eventually became so disenchanted that he gave up speaking  entirely.</p>
<p>The Greek philosophers never resolved  the issue, but two millennia later the Swiss linguist Ferdinand de  Saussure seemed to have done so. In the 1910s, using an approach based  in part on a comparison of different languages, he set out a strong case  for the arbitrariness of language. Consider, for instance, the  differences between &#8220;ox&#8221; and &#8220;boeuf&#8221;, the English and French words for  the same animal. With few similarities between these and other such  terms, it seemed clear to Saussure that the sounds of words do not  inherently reflect their meanings.</p>
<p>The world of linguistics was mostly  convinced, but a few people still challenged the status quo. While the  German psychologist Wolfgang Kohler was staying in Tenerife, he  presented subjects with line drawings of two meaningless shapes &#8211; one  spiky, the other curved &#8211; and asked them to label the pictures either  &#8220;takete&#8221; or &#8220;baluba&#8221;. Most people chose takete for the spiky shape and  baluba for the curvy one. Though Kohler didn&#8217;t say why this might be,  the observation strongly suggested that some words really might fit the  things they describe better than others. His work, first published in  1929, did not attract much attention, and though others returned to the  subject every now and then, their findings were not taken seriously by  the mainstream. &#8220;They were considered a curiosity and never properly  explored,&#8221; says Gabriella Vigliocco, professor of the psychology of  language at University College London.</p>
<p>The turning point came in 2001, when  Vilayanur S. Ramachandran and Edward Hubbard, both then at the  University of California, San Diego, published their investigations into  a condition known as synaesthesia, in which people seem to blend  sensory experiences, including certain sounds and certain images (<em>Journal of Consciousness Studies</em>,  vol 8, p 3). As many as 1 in 20 people have this condition, but  Ramachandran suspected that cross-sensory connections are in fact a  feature of the human brain, so that in practice we all experience  synaesthesia at least to a limited extent. To explore this idea, he and  Hubbard revisited Kohler&#8217;s experiment to find out whether average  people, and not just synaesthetes, might automatically link two  different sensations.</p>
<p>Using similar shapes to those in the  original experiment, but changing the names of the invented terms  slightly, they found that an astonishing 95 per cent of people labelled  the spiky object as &#8220;kiki&#8221; and the curvy one as &#8220;bouba&#8221;. One possible  explanation is that this might be down to the shapes of the lips as we  form the vowels in these words; in &#8220;bouba&#8221; they are more curved than in  &#8220;kiki&#8221;.</p>
<p>The work turned out to be hugely  influential, helping sound symbolism to finally get off the ground as  numerous studies explored the kiki/bouba phenomenon. Chris Westbury at  the University of Alberta in Edmonton, Canada, for instance, has shown  that consonants as well as vowels may elicit a similar association. He  found that continuants, like &#8220;m&#8221; sounds, are associated with curvy  shapes, while &#8220;plosives&#8221; that break up the airflow to make a more  jarring sound &#8211; like a &#8220;k&#8221; &#8211; are considered spikier (<a href="http://dx.doi.org/10.1016/j.bandl.2004.07.006" target="nsarticle"><em>Brain and Language</em>, vol 93, p 10</a>).</p>
<p>With the renaissance of the idea that  the sound of a word could be linked to some kind of inherent meaning,  the obvious next step was to investigate whether sound symbolism extends  beyond this one intriguing example.</p>
<h3>Cross-sensory connections</h3>
<p>Building on the idea that certain  words might elicit cross-sensory connections in our brain, a team at the  University of Edinburgh, UK, decided to explore the links between  sounds and tastes. Christine Cuskley, Simon Kirby and Julia Simner  dropped bitter, sweet, salty and sour drops of solution into their  subjects&#8217; mouths. Then they asked them to manipulate a computer  synthesiser to produce different kinds of vowel sounds that seemed to  best match the taste on their tongues. The results were not random.  Sweet tastes were associated with high vowel sounds, in which the tongue  is placed nearer to the roof of the mouth, and back vowels, where the  tongue is placed towards the throat rather than the lips. The &#8220;oo&#8221; in  boot demonstrates both of these traits. Low, front vowel sounds,  meanwhile &#8211; something like the &#8220;a&#8221; in &#8220;cat&#8221; has these qualities &#8211; were  associated with sour tastes (<em>Perception</em>, vol 39, p 553).</p>
<p>Others have been looking for evidence  of sound symbolism in everyday speech. Although examples of onomatopoeia  &#8211; words truly formed from a sound associated with what is named &#8211; are  rare, it is possible that more subtle instances of sound symbolism have  been lurking, almost literally, right under our noses. English words  that begin with &#8220;sn&#8221; are often associated with our organ of olfaction:  think &#8220;snout&#8221;, &#8220;sniff&#8221;, &#8220;snot&#8221;, &#8220;snore&#8221; and &#8220;snorkel&#8221;. Sceptics had  argued that these &#8220;phonaesthemes&#8221; are pure coincidence, but research by  Benjamin Bergen at the University of California, San Diego, suggests  otherwise. He found that the brain processes meanings of pairs of  phonaesthemes such as &#8220;snore&#8221; and &#8220;sniff&#8221; more quickly than other pairs  related simply by their meaning (such as &#8220;cord&#8221; and &#8220;rope&#8221;) or their  sounds (such as &#8220;druid&#8221; and &#8220;drip&#8221;). That is exactly what you would  expect if olfaction and the &#8220;sn&#8221; sound are somehow linked in the brain,  says Bergen.</p>
<p>That&#8217;s not all. At a recent <a href="http://psychology.emory.edu/soundsymbolismworkshop2010/" target="nsarticle">workshop on sound symbolism</a> in Atlanta, Georgia, he reported that &#8220;wh&#8221; words associated with words  that describe the production of noises such as &#8220;whisper&#8221;, &#8220;whine&#8221; or  &#8220;whirr&#8221;, and those beginning with &#8220;fl&#8221; that tend to signal movement in  the air, such as &#8220;fly&#8221; or &#8220;flail&#8221;, also enjoyed this fast track in the  brain&#8217;s processing. Bergen concludes that these may all be forms of  sound symbolism.</p>
<p>Indeed, it now looks as if sound  symbolism may be present in many languages. Japanese, for example,  contains a large grammatical group called &#8220;mimetic&#8221; words, which by  definition are particularly evocative of sensual experiences. <em>Gorogoro</em> roughly translates as &#8220;large object rolling&#8221;, while <em>nurunuru</em> is meant to evoke the feel of a slimy substance. &#8220;If you ask a speaker  of Japanese, they will say they evoke an image of an expression,&#8221; says  Sotaro Kita at the University of Birmingham, UK. He is convinced that  this group of words contain some sort of sound symbolism, having  discovered that both Japanese and English-speaking children learn  made-up mimetic verbs more quickly when they follow the sound-meaning  associations found in Japanese than when they contravene them (<a href="http://onlinelibrary.wiley.com/doi/10.1111/j.1551-6709.2010.01169.x/full" target="nsarticle"><em>Cognitive Science</em>, vol 35, p 575</a>).</p>
<p>Suspecting that sound symbolism might  also help adults to understand a foreign tongue, Lynne Nygaard at Emory  University in Atlanta, Georgia, recently presented English speakers with  pairs of antonyms (such as fast/slow) recorded in 10 different  languages &#8211; including Albanian, Dutch, Gujarati, Mandarin and Yoruba.  When given the corresponding pair of English words, and asked to match  the foreign words to them, subjects performed better than they would by  chance &#8211; suggesting the words&#8217; sounds must give clues to their meaning.</p>
<p>What could these clues be? A  subsequent analysis hinted at some answers. Words that indicate general  movement tend to have more vowels, for instance, and they are more  likely to have glottal consonants (the &#8220;h&#8221; in &#8220;behind&#8221;, for example).  Sounds might also reflect the speed of movement: slow movement tends to  be represented by sonorant sounds such as &#8220;l&#8221; or &#8220;w&#8221;, whereas explosive  obstruents produced from a blocked airway, such as &#8220;ch&#8221; or &#8220;f&#8221;, are  suggestive of more rapid speeds. Nygaard presented her work at the  Atlanta workshop.</p>
<p>Bringing all the evidence together,  there seems to be a strong case for saying that sound symbolism does  occur in human language. However, some big questions remain. How common  are words that elicit cross-sensory connections in modern languages?  &#8220;Maybe they represent just small pockets of vocabulary,&#8221; says Morten  Christiansen at Cornell University, in Ithaca, New York.</p>
<p>Then there&#8217;s the question of why we  link certain sounds to certain shapes, flavours and styles of movement.  The inherently nasal quality of the &#8220;sn&#8221; sound might explain why we  sneeze and snore, but most attempts to explain many other examples are  just stabs in the dark. Investigations into the cross-sensory  connections of full-blown synaesthesia may well shed light on this.</p>
<p>Finally, is sound symbolism universal,  perhaps even innate? Tests showing that the patterns are recognised by  young children, and by people across cultures, suggest that is a  possibility, but more work needs to be done before it can be taken for  granted.</p>
<p>Nevertheless, these questions have not  stopped researchers exploring the potential implications of their  findings. As Kita&#8217;s and Nygaard&#8217;s work suggests, sound symbolism could  at the very least explain why some words stick in our mind better than  others &#8211; a fact confirmed in a string of studies by Susan Parault, then  at the University of Maryland in College Park, which showed that  children across a range of ages are better able to learn unfamiliar  words if they are sound-symbolic.</p>
<p>Advertisers and marketing executives  may begin to see dollar signs in these insights. For example, Charles  Spence at the University of Oxford, who has investigated the  multi-sensory experience of chocolate, hopes to help confectioners alter  their brand names to reflect the taste of the products. Others have  looked at whether the names of cancer drugs might affect patients&#8217;  perceptions of them (<a href="http://dx.doi.org/10.1016/j.socscimed.2007.12.016" target="nsarticle"><em>Social Science and Medicine</em>, vol 66, p 1863</a>).</p>
<p>Most intriguingly, sound symbolism  might shed light on the origins of language. It appears to revive a  popular 18th-century idea called the &#8220;bow-wow&#8221; theory, which proposes  that humankind&#8217;s first words were onomatopoeic, mimicking sounds in our  ancestors&#8217; environment. The idea seems plausible until you try to  explain how humans ever came to describe silent concepts &#8211; the  appearance of a cave, for example. This is why it fell out of favour  following Saussure&#8217;s persuasive work. But later theories fail to explain  how an initially dumb primate could have evolved a complex, arbitrary  system of communication with no obvious stepping stones in between.</p>
<p>While there&#8217;s good reason to believe that humans first developed the neural toolkit for <a href="http://www.newscientist.com/article/mg20827895.300-how-language-evolved-laying-the-foundations.html">language through hand gestures</a>,  for example, how did we make the transition from gesture to the spoken  word? Ramachandran and Hubbard propose that sound symbolism provided the  stepping stone. If the angular sounds of &#8220;kiki&#8221; seem to fit a  distinctively jagged rock, for example, the word might have emerged as  obvious shorthand. Sound symbolism &#8220;helped to get the first words off  the ground&#8221;, says Hubbard.</p>
<h3>Bow-wow words</h3>
<p>Not everyone is convinced.  Christiansen, for instance, accepts this revised bow-wow theory is  plausible. &#8220;But we can&#8217;t prove it either way,&#8221; he says. Others are more  positive. It&#8217;s very speculative, but it is a possibility, Vigliocco  says. &#8220;Manual gestures seem like an obvious way [to imitate], but vocal  imitation is possible as well, from imitating the shape of an object  with the shape of the mouth, to imitating the size of an object by  adjusting the length of the vocal tract.&#8221;</p>
<p>The beauty of the idea, says Cuskley,  is that it helps to solve one of the most exacting problems facing any  evolutionary theory of language: how did the ancestral genius who  invented the first words get others to understand their meanings so that  language could spread? Sound symbolism would have made these first  words stick in the mind, and from these simple symbolic sounds our  ancestors could have started to build a larger vocabulary. Eventually,  the need to describe a greater number of ideas pushed humans to develop  more arbitrary terms until they finally developed the complex language  systems we use today.</p>
<p>The implication, according to Kita, is  that the sound-symbolic relations we see in today&#8217;s languages may be  remnants of those very first words &#8211; a kind of Rosetta stone that helps  bridge the gulf to our earliest languages. That is a profound claim,  since most attempts to chronicle ancient languages fail at just a few  thousand years BC. These cross-sensory connections, on the other hand,  give us a glimpse of tens of thousands of years ago, at humanity&#8217;s dawn.  &#8220;They are fossils from our ancestors&#8217; language,&#8221; Kita says.</p>
<p>It is intriguing to think that if  faced with the first humans ever to use language, we might have at least  some common ground to share our thoughts. Now there&#8217;s an adventure  worthy of Lewis Carroll&#8217;s Alice.</p>
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		<title>Why It’s Smart to Be Bilingual</title>
		<link>http://www.communicateclearlyokc.com/2011/08/why-it%e2%80%99s-smart-to-be-bilingual/</link>
		<comments>http://www.communicateclearlyokc.com/2011/08/why-it%e2%80%99s-smart-to-be-bilingual/#comments</comments>
		<pubDate>Sun, 07 Aug 2011 19:24:17 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Speak]]></category>

		<guid isPermaLink="false">http://www.communicateclearlyokc.com/?p=240</guid>
		<description><![CDATA[By Casey Schwartz via Newsweek

On a sweltering August morning, in a  classroom overlooking New York’s Hudson River, a group of 3-year-olds  are rolling sticky rice balls in chocolate sprinkles, as a teacher  guides them completely in Mandarin.


This is just one toddler  learning game at the total&#8211;immersion language summer camp run by [...]]]></description>
			<content:encoded><![CDATA[<p><em>By <a href="http://www.thedailybeast.com/contributors/casey-schwartz.html" target="_blank">Casey Schwartz</a> via <a href="http://www.thedailybeast.com/newsweek/2011/08/07/why-it-s-smart-to-be-bilingual.html" target="_blank">Newsweek</a></em></p>
<div class="wp-caption alignnone" style="width: 513px"><img title="bilingual-kid-schwartz-new" src="http://www.thedailybeast.com/content/newsweek/2011/08/07/why-it-s-smart-to-be-bilingual/_jcr_content/body/inlineimage.img.jpg/1313103621234.jpg" alt="Boy Writing in Mandarin Chinese" width="503" height="335" /><p class="wp-caption-text">Iain Masterton / Getty Images</p></div>
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<p>On a sweltering August morning, in a  classroom overlooking New York’s Hudson River, a group of 3-year-olds  are rolling sticky rice balls in chocolate sprinkles, as a teacher  guides them completely in Mandarin.</p>
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<p>This is just one toddler  learning game at the total&#8211;immersion language summer camp run by the  primary school Bilingual Buds, which offers a year-round curriculum in  Mandarin as well as Spanish (at a New Jersey campus) for kids as young  as 2.</p>
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<p>Bilingualism, of course, can be a  leg up for college admission and a résumé burnisher. But a growing body  of research now offers a further rationale: the regular, high-level use  of more than one language may actually improve early brain development.</p>
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<p>According to several different  studies, command of two or more languages bolsters the ability to focus  in the face of distraction, decide between competing alternatives, and  disregard irrelevant information. These essential skills are grouped  together, known in brain terms as “executive function.” The research  suggests they develop ahead of time in bilingual children, and are  already evident in kids as young as 3 or 4.</p>
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<p>While no one has yet identified the  exact mechanism by which bilingualism boosts brain development, the  advantage likely stems from the bilingual’s need to continually select  the right language for a given situation. According to Ellen Bialystok, a  professor at York University in Toronto and a leading researcher in the  field, this constant selecting process is strenuous exercise for the  brain and involves processes beyond those required for monolingual  speech, resulting in an extra stash of mental acuity, or, in  Bialy-stok’s terms, a “cognitive reserve.”</p>
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<p>Bilingual education, commonplace in  many countries, is a growing trend across the United States, with 440  elementary schools (up from virtually none in 1970) offering immersion  study in Spanish, Mandarin, and French, in that order of popularity.</p>
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<p>For parents whose toddlers can’t  read Tolstoy in the original Russian, the research does offer some  comfort: Tamar Gollan, a professor at University of California, San  Diego, has found a vocabulary gap between children who speak only one  language and those who grow up with more. On average, the more languages  spoken, the smaller the vocabulary in each one. Gollan’s research  suggests that while that gap narrows as children grow, it does not close  completely.</p>
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<p>The rule of thumb for improving in  any language is simple practice. “The more you use it, the better off  you are,” Gollan says. “Vocabulary tests, SATs, GREs—those are tests  that probe the absolute limits of your ability, and that’s where we find  that bilinguals have the disadvantage, where you know the word but you  just can’t get it out.”</p>
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<p>Gollan believes this deficit can be  compensated for with extra study. A more complicated question is how  and whether bilingualism may interact with other cognitive issues that  can appear in early childhood, specifically attention disorders, says  Bialystok. Because attention-deficit/hyperactivity disorder (ADHD) is  linked to compromised executive functioning, it is unclear what impact  learning a second language—which calls upon exactly these executive  skills—might have on children with this condition. Research on this  question is underway.</p>
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<p>Some of the most valuable mental  perks of bilingualism can’t be measured at all, of course. To speak more  than one language is to inherit a global consciousness that opens the  mind to more than one culture or way of life.</p>
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<p>Bilinguals also appear to be better  at learning new languages than monolinguals. London-based writer  Clarisse Lehmann spent her early childhood in Switzerland speaking  French. At 6, she learned English. Later she learned Spanish, German,  and, during three years spent living in Tokyo, Japanese.</p>
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<p>“There’s a witty humor in English  that has a different sensibility in French,” she says. “And in Japanese,  there’s no sarcasm. When I tried, it would be ‘We don’t understand what  you’re trying to say.’?”</p>
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<p>With five languages under her  belt—and a working familiarity with Latin and Greek as well—Lehmann  finally considers herself sufficiently multilingual. “Enough, enough!”  she says. “I don’t want to learn any more languages.”</p>
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		<title>That ugly Americanism? It may well be British.</title>
		<link>http://www.communicateclearlyokc.com/2011/07/that-ugly-americanism-it-may-well-be-british/</link>
		<comments>http://www.communicateclearlyokc.com/2011/07/that-ugly-americanism-it-may-well-be-british/#comments</comments>
		<pubDate>Sun, 31 Jul 2011 15:10:33 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Speak]]></category>

		<guid isPermaLink="false">http://www.communicateclearlyokc.com/?p=234</guid>
		<description><![CDATA[By Dennis baron via The Web of Language
Matthew Engel is a British journalist who doesn&#8217;t like Americanisms.  The Financial Times columnist told BBC listeners that American English  is an unstoppable force whose vile, ugly, and pointless new usages are  invading England &#8220;in battalions.&#8221; He warned readers of his regular FT  column [...]]]></description>
			<content:encoded><![CDATA[<p>By <a href="mailto:debaron@illinois.edu">Dennis baron</a> via <a href="http://illinois.edu/db/view/25/57032" target="_blank">The Web of Language</a></p>
<p>Matthew Engel is a British journalist who doesn&#8217;t like Americanisms.  The Financial Times columnist told BBC listeners that American English  is an unstoppable force whose vile, ugly, and pointless new usages are  invading England &#8220;in battalions.&#8221; He warned readers of his regular FT  column that American imports like truck, apartment, and movies are well  on their way to ousting native lorries, flats, and films.</p>
<p>Engel’s tirade against the American “faze, hospitalise, heads-up, rookie, listen up” and “park up” got several million page views (or <em>page impressions,</em> as the Brits seem to call them), along with thousands of comments, when it appeared in the <em><a href="http://www.bbc.co.uk/news/14130942">BBC News Magazine</a>. </em></p>
<p>But like many critics of Americanisms,  Engel got some of his facts wrong. True, the U.S. may be influencing the  spread of English as a world language today, but it was British  imperialism, not American, that set English on the path to world  domination.</p>
<p>Plus, a few of the words Engel complains about aren’t even Americanisms. The first <em>OED </em>citations for <em>hospitalize</em> (so spelled), <em>heads up,</em> and <em>rookie</em> are British, not American, and if the <em>OED</em> and Google are any indication, “park-up,” unheard of stateside, seems  to be solely a Briticism, an unnecessary alternative to simply saying <em>park</em>, as in “<a href="http://www.park-up.com/Parking.aspx">Park-Up.com</a> finds the cheapest parking for you” in London and Brighton.</p>
<p>As is fitting for a <em>Financial Times</em> writer, Engel acknowledges that there’s a kind of linguistic  marketplace where languages trade words the same way that their speakers  trade goods and services, but he sees the balance of trade as seriously  tipped in favor of the ugly Americanism.</p>
<p>Engel also praises the English for  encouraging “the diversity offered by Welsh and Gaelic—even Cornish is  making a comeback.” But the status of Welsh and Gaelic is still bitterly  contested, not just in England but also in Wales and the Six Counties,  and although some Brits grudgingly accept diversity when it’s home-grown  rather than imported, Prime Minister David Cameron’s recent assertion  that British multiculturalism has failed and the new government policy  that requires immigrants to prove they can speak English before coming  to England reveal, not a sense that English is a big tent with room for  all, but a growing strain of linguistic nativism.</p>
<p>It should surprise no one that the Brits have been complaining about Americanisms since they first came to America. The word <em>Americanism</em> was actually coined in 1781 by John Witherspoon, a Scot who relocated  to New Jersey and became the first president of Princeton.</p>
<blockquote><p><img title="americanism1" src="https://illinois.edu/db/dialogFileSec/2011/07/31/1869.jpg" alt="Witherspoon coins and defines " width="371" height="82" /></p>
<p><em>Americanism,</em> the word coined by John Witherspoon in 1781, was one of the first  Americanisms. According to Witherspoon, even “persons of rank and  education” used Americanisms.</p></blockquote>
<p>Witherspoon intended his new word to be  neutral: an Americanism was simply “an use of phrases or terms, or a  construction of sentences” that differed from British usage. He coined  it on the analogy of <em>Scotticism</em>,<em> </em>a term of insult that goes back to the 17th century. Witherspoon tried to treat <em>Scotticism</em> as a neutral term as well, though as he did so he acknowledged that  “the Scottish manner of speaking came to be considered as provincial  barbarism; which, therefore, all scholars are now at the utmost pains to  avoid.”</p>
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" alt="" /></p>
<p>Witherspoon notes that <em>Scotticism</em> shouldn’t be a negative term, though he also says that Scotticisms have come to be considered barbarous, even by the Scots.</p></blockquote>
<p>Some of Witherspoon’s best friends were  Americans, and he saw that in light of American independence, and in the  course of time, American English could be expected to diverge from the  language of England and develop its own standards. But while he waited  for this to happen, Witherspoon found many American errors and  improprieties to complain about.</p>
<blockquote><p><img 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" alt="" /></p>
<p>Witherspoon published his essay on the errors and improprieties of Americanisms in the <em>Pennsylvania Journal</em> on May 9, 1781. Some 19th-century usage critics pointed out that the word <em>journal</em> literally refers to a “daily” publication. The <em>Pennsylvania Journal</em> in which Witherspoon attacked Americanisms was a weekly.</p></blockquote>
<p>Witherspoon, like Engel, objected to a number of so-called Americanisms that turned out to be British:</p>
<ul>
<li>He disliked the American use of <em>notify: </em>“In English we do not notify the person of the thing, but notify the thing to the person.” But <em>notify</em> had been used in the transitive sense since the mid-1400s, long before the New World was a glimmer in Sir Francis Drake’s eye.</li>
</ul>
<ul>
<li>Witherspoon found the American phrase “fellow countryman” to be a  tautology, though the “tautology” was in use in Engand well before the  Pilgrims landed at Plymouth Rock.</li>
</ul>
<ul>
<li>Witherspoon objected to the way Americans used <em>certain</em> with a proper name, as in “A certain Thomas Benson,” because <em>certain</em> is indefinite while the name is very specific. But this use was certainly English before it was American (<em>OED, s.v.,</em> II.7.f).</li>
</ul>
<ul>
<li>Witherspoon seemed to think that Americans used <em>clever</em> only  in a positive sense, while the Brits used it simply to indicate the  ability to do something, whether that something was good, bad, or  indifferent. But his contemporary, Alexander Pope, was one of many Old  World writers to use <em>clever</em> positively to mean ‘nice, likeable, convenient, or agreeable.’</li>
</ul>
<ul>
<li>And Witherspoon joins the general 18th-century chorus decrying those who use <em>mad</em> for ‘angry’ instead of what he thinks it should mean, ‘rabid, crazy,  nutso, bonkers.’ It’s a classic American error that Witherspoon finds  particularly maddening, although it’s not particularly American:  according to the <em>OED,</em> <em>mad</em> was first used to mean ‘angry’ in the 1300s, and after the decline of Middle English <em>wroth</em> it became “the ordinary term for ‘feeling anger’ in many dialects in Great Britain (and later in North America).”</li>
</ul>
<p>Witherspoon’s 1781 essay  on Americanisms sparked a long tradition of attacks on Americanisms,  mostly by Brits (and of course the French). Some of the expressions in  question did turn out to be American. And certainly some of them were  ugly, or illogical, or redundant. But many of them were British. Much  language is ugly, illogical, and redundant; and not all objectionable  phrases are American.</p>
<p>Just as Witherspoon’s essay on  Americanisms struck a chord, Engel’s critique prompted other like-minded  Brits to bombard the BBC with examples of unwanted and pernicious  Americanisms, and the Beeb <a href="http://www.bbc.co.uk/news/magazine-14201796">published</a> a follow-up list of the 50 most maddening ones. But there were  objections to Engel as well, not all of them from Americans. To his  critics Engel <a href="http://www.ft.com/intl/cms/s/0/907233f4-ba24-11e0-b7a9-00144feabdc0.html#axzz1TaZ05kmm">replied</a> that he had been treated more civilly and sensibly by members of the  National Rifle Association after a column on gun control than by “this  lot,” his dismissive characterization of the linguists and  lexicographers who questioned his under-researched data and his  off-the-wall conclusions.</p>
<p>As a parting shot, Engel warned that the  English love of Americanisms, if unrestrained, will lead to “51st  statehood,” and he counseled his fellow countrymen to maintain “the integrity of our own gloriously nuanced, subtle and supple version—the original version—of the English language.”</p>
<p>But as English grows as a world language,  more and more speakers of English aren’t native speakers of English and  don’t live in English-speaking countries. As a result, the importance  of the “original version” of the language will continue to decline, and  the question of who owns English will ultimately become irrelevant.</p>
<p>But until that happens, and speaking as Engel did of 51st statehood, it might be appropriate to note that the first <em>OED </em>citation for <em>statehood</em> back in 1868 shows that word to be—you guessed it—an Americanism.</p>
<blockquote><p><img 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397pT5udKMbrS5xiUusLnShC62UacoqdbYTe768G+O8733v63pWJy996UubbmKDmjl3Pf3XV/5rVQxi9Td3/JtVMdV1GZz5zGfuMv+3l/1b10Wtzpre4Cba+b3f+73VYx/72PZXFnVVd3WpS11q9drXvHaNJ/BsdGozNUHp+tfe+CuDmrCsaqXYoqEb3/jGXSfzfP37v//76oY3vOGqZserRz3qUU0fXNovPN/77vdW+hrxhnIfRU9EOU9/+tNXl73sZVc1E14d+akj96FRm6oZX9ezeLVv033sJS95yRpupCf5mvslj8pGHzv44INXNbNfFXNqPPrPCU94wtW1r33tFZrURU3KumzEDb7nPOc5ndcaKFf6TdJ79atfvXrQgx600kZ/8IMfdLtTf/KmLgMnn3jHKCKS58c8+jGre9zjHi1GEe6nHyTd2MGzE7v2wlY1WK6ueMUrrg4//PDGhWfAfd3rXndVE7/2Z8/xo0l8fbNWDyv9ImnOYfnzUz/EV5vEFzuSKT/xiU9sAlMIsTFpciaMml9kym9961tXNVNppnv3u9+9G4dGHyIxaJ1fx9kNU37uc5+7IkuSlkyxMdE3vfFNXRB//Md/vMIwMUQNX4OXpg6QeOLowBgTJlizgY4LjjyOvAwMeLItnf8Vr3hFMxsMWsXVzKEZRY2sjV9DqZlcM2QMSnxlAGdtbPa3spFXMjH5UEE6jAEGvLLA3Gu1sbrNbW6z+s53vtMwGK68im8wE08YmSaZqvI1QLJT6Y94xCMaZ/CSi2FYcMMlLlhw6hAc2nQOboOucJ0cU9c5dTLyXfkRpnzJejVenTb5mDMLsFv90iY2wWjABgR0/cVf/EXj0uZOfvKTd16kLU2MNLiUkzIRp2aN7a9zKUODj7QMIML9MHzMmFv5GNDn9AQ3ZpK8YpzgMFqyevENYMrKYEv2nHgYl/pCNxyla6HhtZdMWExeTnKSk/RA8bd/87fd2TEuOAwemCGG9M///M+rq1/96o0/dN75zndu5oRRSgst+uDIlAMbmpZsg7u2SJ57z3vec3WKU5yiywR+8OrdgK98TXq0ZXtEYzoGPOUBh/KAw2Aj/Qc+4IFNG/rsD2hj+Idyv/3tb78u9zDl7DlpnwZ+ZXCmM52p4eHwu8lNbtLx5vlJfreyTYyUeXCFUdp/0f+lZ5AtCcHqale72qpm6WsaTRjwBO3KZEw/MVhlkN2UrjYtvaQ1h9sRU8b9IQjhhOBGUhsvEJoBCkOcbw1fQYMpmdaqxBU9o8sM8VWvelXDY4AyNidq07dCT4cwu9MZSjlSM0kVrKFktq6TapRoEU8nVPFmlmYkfmZGOuuYnoKVl2te85rduB/60Id2fAwMgzq8RlLwBhWzdHjMkJRJyZ86TDlgHOAwEqsCMzbf0rvKVa7SswzftQzrAcBmqe/aWe4Oh0GjG1M2S9aJhfNTphoSRoJBY6IYpHA/GxcGJwNK6OVv1iFvYcr8xFUuGj0GgF4zZmEYvbSzosCslLHOajA0owOHJp0WwwmD4Sfs6Pjp0OjWKXUWOA0OBkLlZ9DBAJOWQRN94mRT8ylPeUp/Y26BM8CaIWF0NggxTXU6ztgCG1u+zIyU2T/8wz80Ln46I+aOYYK12jBbzWzaakkHt7oQbjCD47znPW9vVClzdWoCIVz9y4P251veL3axi7Vbp8bMrf6E2dQ1uNqs8m3jS71ZNY7MUlh+qZ+5fXi1b+1Gf9GOMliZnYtrphwmZmWpf+nfGLNwZa9fo1WZ8stKUd6kd70/vV7XBabuW/mrK/UR+q5zneu0nzYLJ4aovDB1bUBdicPPTDm8JfF3amO2yY+6N6CKqz9kspnNWHTLa3Br8wafrODQhj+FZwRubltNKmMr63mY7x1t9JGx1MhVZTC1nIWbTOkvb/GX7VcMoG1Cd3Iom3mXuvSlplquTdXJp2qY01nOfJY+LE22QnbHVIFuPEDdALM/8plqVr3BUgx5euYznznV7G069rGOPb32ta+diqlMxfBbpnPs4xy7ZaNvfOMb+7sqvGU5Nlmq4FpOhq5qwPukcsUrXKFll3e84x2ns531bNOd/vZOHR8c2XrNDFpORn5YnaNxFSOfPvaxj03FAKbnPPc50ze/+c2WmUPs+A7ZHjkhueYHP/jB1nZ15JFHdro0bFWHmg6qTSplowx92ziNPMq5xmK6Hc6vZiAt34OArK9mIx2vEdafzSQ4anCYznGOc8R7jS8e0hO3OkbnSz0/5Z+fMtnoSD2ho5htb7hUg+0ytYH2+c9/vjfTStzSWrU+9alPTTUITyc+0YkbfWhPWr+KTb5Xs63pAx/4QJcnXOTH5LPVaacaAHs/A82M9iCMIf/nr60xNWj0N7f9EfmzR6Hci2n2RmgNPIJ/ycAjX+Iw8lwMo/3I4ZV7DeYdpk3oFzaKGBuWxSin29z6Nv19nvOcZyqm2f2KbLoYfO8dnOiEJ+pwm2nKWD6kC/9//dd/ddsjr5bvwD6/Nt3QXzPIjlsdfqpJS+Nrj9lf8sFbfsh92fwdVZW/F73oRVOd+Nlnzwa8/sdoj8UY27bhih57C8973vN6I5Cc16YrUwNKl//b3vrWTucKV7zCZI8gZXf961+/4chaGXToD533at81KZxqtToV82xcpz3daVuuDVbb1T9y9ldcJnZ/bPF3k5veZKoTJQ3xtMOeNtVgsIa2h6NML3uZvbzvbGc/W5cp3PYN8JZamUz/8R//0emRd6PjS1/8UudzjWjmkE9tbBONe0thFmn+afOr5ELtrRAwApWo8hl+jEI83elO124NqGaILTyvEX864g1HrONpkDq+hrQbk0zIlLTRcNrT7N0QqFlKF4gNAHA2Jm0IpKFiLBrC75z9dzpJ8Q0YCnU0J6/OrwNjfDEYqo0dBiOuUXmqpdZUs9j2O7AYmw5XcrHGiSlj3k5NYORMzWi7E5WIZapZ8XSuc+7dqABro+EqV75K50ee5C+NTCfww9iFMWc94KzdeEpE0oOBsMALB6+O+P/0J7/YSDrFKU8x1ZKsz3UqI/gwNx3sOc9+znTwTQ7uOuRvcDWoysMDH/jA6ZGPeuRUy9pmXCXn7vLFcB77uMdO5znveboTi5M6QsfRZWwMa1fa2V/f7q97s1cZGWgZG5YYVMpHh1Gv2uMFzn+B9lcm6pUNDp1nOctZOr6B8gEPeEDX4V3vctf2W/oLfmWNFm1MGjY41YXB/pSnOGVH/ehHPtpMNAzcBGCsIwxJ/WBsTK1EmzYbqgxGpm5srjtBgTHVrLQZ2SlPdcoeAE08GJOc5M23QcmAIK9zk3of/bOZJn/yA5cytZmdCRT4jlvlLu8lnpmOd9zjTbVS7LaiT5hg6B8MPDHqSpxjlA2Hvig89KVc8o0OG7WB+fnP9jJazNPJC30Ng45RjjGp29jx32SD85NnPAku5aze0GMT+fi/tXcjUB74gVcu2UzH5/hRH2oS9Fsn2HsqZ0xTvkej/jeZvb18U+hR/iUj2mdHPoU4j6bwmUOfeOhUU/pmXDe8wQ07gypYpphaHnaFK4j9NRrBaDAhBWbUVkA6qUat8TA/K3gwozl9dXR+Y4GFxlpqrUEx8DSCWu53YzSDdvRIhzRLsOOPgdXSpUfxzKIUPqYCnqkNgfUKIwmM5WkAMHMbT3cIl7fQ6TQHGAOQQSd5D77RThx+Ghpa5FEZMRrRH1z6D6aPf+LjPctpz/rLzMx3yTqnu9z5Lh3u9IbjQmavRnu6tUueNpVIplcBBh9lcvNb3Hy6wx3vEHS/kn2ec59nutzlLtc4rIakgX6DPWNQGY2Zsw4zlit36hZs8l/ipF7ZlGyxZ7pjeY3uEX/caRNw9UrmqPYlnpMdGGmOHyZObDNhA/LHP/7xrlcMB7Mp0VCDXOiCF+rZbon3phKVNYMqOXLj07avd73rTbXE7ssTBkNHBcPgTYhKbt31PZYBxGhdylfKw8RC+ZqwaNc5UZW42iFjAGK0785n9eUw9Hm/Tr9LXH037kZy1N/oV2KSZnza7DGOufc6slNeT3zSEydM2gDA6O8G1NAvb3EfhXZ7q9CnbVgFWl0ZFBiriNClLFOe6lUc9X65y16uy5RfiXt6BZ9EU9YjTcrJ5CiDTWBj74gpm56PhqjALIpB9Jvf9OZ2KyiNLZVQspjp0Y959HpGrCMzjnHpNGaRZilzk4zM7RdVQ4NbXJ1oNHBbfhoMMEczjtfVWV2zBsYorYL/4UH/0EzD0TXLcWr0UmDS+3bFVQmOtyX9k5z4JD0r0thKNtmiiOc+77l1NOtB3XAOO+ywnpVjGLe/3e2bQWcJ7PYiet//gfc3vh/98Eed/ki7FUPKUyfVySyzmRNURzV6Y4Yl0+2yc/5UhzGLskSEH8xrXvuajqODmgWi5wff/0H7yYtG7YgP0UbyJu+Xvdxle7begEf9WVVEDGBmoxOWvGu6613v2quGK1/pytMVaon51Kc8dbr3ve7dMzONVCfVkZVJVhcj3v11Y0JhwukkJVdtdKOI5qMf++h0//vfvxmL1Y4BjF9tVjfsfIZS8ujuXGY7taGzbguA0y64U15sZa0tZBYJp/YSusRTXkeWiOo/37v3yOacUWGojLoCjxFiVvqSNBwpdRb4Ex//xHTGM5yxV4bq3JJanpytVd5WKzq5Qbzk1H0k8z6H3Kdx+0tfXHuUQ3rJT8NUejHEcuIQx53zHOfsVZ0Vkr4tzhxf8PDXjs/xOzVTrDaLRyRMm2MM5tKuyz29kgmDA8vIf+J89zvf7TLmD055Km+rNkrp5b1kwFNtnK+PJoo75o17R+aoBYUVFlpPc9rTdDtWn+o2E0D9zLcJkf6lTTpD7yirtNSN47R/cu0/WSc7pyE0qrNp71izhl07lgTNcz8bGBWhf8XY2ibUBmdjw+5qFVpvNpR8aPXBD3ywN55sbNSys3dz4XD0qwqzdyrhq4baGwTZHBrTBTd+c9sVrgpv4XqNUH0EJTDgHXuqWW1vVjmiVAykcQizS4xO6dZFjD5p4VQFgX5wFCPpzUHCe5sk1VHWYTYkbdyIb1PHxl4x/T6K5nSAvNjYLObaO/6OzBVTbBqV2QG1+WeTxIZpNjwcoZEfOG3+2YnOBkZoR5sNHzA2Lp2QyKkIeKWXTRFxkxcnOMRxAsWGi41GZYZO5eAEQMrYJpP8KjPx+VdD7HKEA802Tm02qUeblU6wCJO2Y3zFuDsvNmHUgbBquH2cKDQlvXzvxnbCJuVgE0xcm0w2+2olt853rY46benb/beBqq7Sbp24qc69hrdRK39uqikneNG5iVY3znJC56CDDur6V7bVybpsbX46eWNjCg2OesFps7Jm1v1tk0/ZCFen6s1pC5uzNoWdCLDhrL3n9EE23LQ1adh0RreTJ04SaUfqVpgygdt3jmGmrOf5yndsuNKXuXPySt+CQ93DrRx927SXL2ll41+5awOO0R1RRwiF25ivyVLHwQfgsLGn7OQl9DqBYWNNOfBTf+rIqZBs9tkcVX7SkF/lFfpjJ787sW24SUsbYMubzbu0Gf3ViS40KVvtHV50yre+bUPVIQL1mdNgm9KulUXXtdMdSzB7p5FFyVbGiFCFW7O2E0znOve5esmQWcpNb3LTHqnNTs0Ob3D9G/RoRwZNvlSNaPqt45e89RlP73hmGWSBZjdF0HTAWQ+YTnHyU6yTz0iSESbfAP7hgf/QugKISYzGZHox4B/32Mf17PHb3/p2y3vJbROf3LYqrGk4vG65XeyiF5uuepWrJnrbZoR14qBxG50/9MEPtexOINmkw+VGQniKgU9m0C4LFAPu+J6rIVeyNLlPXTCwceaigBl57dQ2TZb7np5BLxFBdayeNZhlkB2Saxmhq9E1Tn/k025B/ul1/3S6xO9folcBxBaWje977/t6Bm0WPMapht+zb7J2y6STn+LkPZu1YVadoMUYKeOzn+3sXW6R0bZ/jeLEVj/pGfhrp6v94dWmYka9sXrhC124L9FU5+hbV/KtPsxawNRuesfVHrJikI+kx71b89un/u3eo7AiMkPqeq12YDZMzhhDTKRcrcJsdhEHmGl+7/vf69ml+NqP2bPl5hnPdMYuN7L3bExtolOaJznpSXrGZ8ZkI+zEJznxRFZvRWR1QYRALEEmbGNSv7CaJIe3KrSBrC2qA/VsBqrM7n6Pu09/9ud/NtWZ515pkaHbxM7eQ52saJGC2bdZljZnb0IbJGo44vAjpte+7rW9AW/PxkoL/g9/6MPTe9/33qZPvpK39It8xyaG0l5PUzLpRz/60U2fMtMvrDzdLLWhaaOf3g6zebNkYrFiYl0NxHrF0CeXWIhltMtHP+rRTSsAYkWrPTiIZ2x42gNQfi972cumF7/4xe3WVq22e1VWYkP1DF46+os+YIWZ1W7ylLawU1uffNSjH9V1ZbPaqqruKXQ5o50oUv/17JS+nxl+nftvt9WzTX4r0Bc8/wUt2ltKO/Tpj9qo56eWzI6eg4Lsy1/68t7Nlmpgm+Rk8wRCxNx/6Xs7WOGMxrMJdiv/GsW7YdmQueQlLrlEQvttwrExwhCgkWpYOYEwBO3YuV36CXdDUFlc9GIX7fqIf+ztEtwEt+T/1re9ta+gWpZZRi4ZMtSauaw7jN17pwp06NEEf+wxbDu3DWfMyqkYBrP73Gc/1xsrmH8Yi7A5/vEbQ67VTjMtb6VhILXya0YXuE32Jtz8k37i8ovhh3l9/nOfb3p1yHf9x7taFIKppE8Z5IkQsoGd+LGXcCeM+Oo7NVBfuRgrMR5mR8apztJvApvv0Mwfbmb0Iyqxmad8Le+JTYgRjl3imz/5k+tMX/v61/pm5UElyhrTIdfGdA1ewrIBGvpt/Bs4tQ+iI+3ldKc93XTpP7h01wsRQYtmqj9do060EKU5vSRtZSdd7Y24wYmReZ9LOp2hHfx5oukHhfvSRY/BmfjThh/VESZXo1nCPfqN7jFe3ESZysRA9oH3fyDea3tHTDnQY2KjO+HsJf8lv93CjmksxV1KI36uYl/nutdpxlLL7unBD3lwz5bGxhfYJdzztLf6HvFsgpvDzL830bAEtymNJRziM2O+2+OoP0wuzGH0n6c7fo/ureK4v1l0AAAgAElEQVTsNGyE496Efw6X78DP7YSzb3TjG/UeAHctP5tBm4mmXBJXOJPvuT2GNeAC7BLMJr85jnwHnh0a52FL/ruF2QQv38xWaaRsRhyb3LuB3YRj7h+csYWP7jn8+B242GMY9+g/ugO35JewMX7gTC4MRlbJSw+n7lASvjeJVEqQJ2HfMYHJN3vJbwyfxx+/RzjuhMEZN3ueRvzYhPHZoKCLg1hlhA9s8I9hY/rgArPJf7u44o0wSTu4g3eE2covYbFHPHMcvv1GmMRjLzFk/kt4+DOb8M3j7IXe+79V2AjHvRvYET50xR7xWgabneoUZspOHCSd1McIn7C5PaaXMt0KBvwIF/eY1ohz9IfXbx7Hd9IM/FYwCYudOOzRb8Q5uudwiT+Hif+SHdgxvdG9KY2tYIIzNti4l2gY/cBtBR88I8xIS8JHnHGPcQJH5GYysMnsaqY8IkliscewuXsnMPM4+/O9VTpkWBQYkcFd+Sp1bK7kittVxlb4EhZ7K3oDE3sOu8l/Dvfr/l6iYzu/pfA5nSPM6J7D/Xd9W1JbitvfIPMkox3bwtFF427wbIKd++c79q9SZrvFsRv43cBul4etcG0Vth3eefhWuJbClvyCcx6Wb7Z9BvLyTTPlHW30LSUUrh87MFvZI2G7ibeEEy5mxDO653FsSvnNzVZxdhK2CSZ5lV5gYu+UhjGPwRd7juPo+A59YxrxG/GPfqN7hBndI8zoHmF26h5p25844mPCo4Y3eEa8oXH022laI9xu8IBdSi84gjffseO/P/ZucQR+ic55+oGd+2/3vYR7K1wJW4q3Ka1NsMG1FG8pbMlP3CX8gWW73bmV2VZ8IQFmKaEgDky+5zZCxvj5HuG2wxHYwMHhtz8mOBJ3/B7dCd/OnsfxPc/jHGbEOQ8bv4MneY09xt+pe8S7KQ6YpDnCjHFH9wizlTtxYoMd3VvFTRj45H8p7ia/5Cfxl+CCN2mx4xf40R7dYPPNPRr+czzzcN+Bm+OZf49x457DzL8DN9rbwYzhoxuO5Cf4Ej63Ez7a28HADSZwS3FHP26woWkp3hw+acz9Ezf2pvC5//w7tMR/js/1+TYO4C2YbWfKYwJ2PmPcsnGkjYn7mMc66ppmHTUaDaJGPMLGbzu8jrlUVezjP+LgDp7Ym8Ln/vkWz5JVPuz4hobY4Lg34Re+FDbGT/h80ywwCYcrJmHz75GWpXhLfsGxZI/4lsJHv000Jc3YiTP/jn/s4AsN/OMXmO3sEX50i7cp/aQ3wi/5bZX2CD+mM7rF167mp1MSV/hIg28mfoHLd3DnG2z8uEczwvCff4+wwbEVzIgj8MEx/x5hgzN24rATT1jcbGbul+8OHP6W8CY+O3gTZfwe3WOcwI79dSmdMTxxRjv4Y49hyU/syJNzU3GE5d6WKQOSkLODdVGkl37O6dk4y40XifTZ4Tp/edM6P+m861LG4BoNJe3ORDrWQrTg3a2Tn+zkI8g+7uCMPQYuFcYYzu1MpfScF33HO97RV7ETLzY4Z0FtBjqX6Ay1QSOMfNNmmHhMaFuCG9PYC73875oyPJF1jnjHGElr9Nvk1qicM3U12PnOM5x+7xXlOfx2OBMeO/HzvZM8BjZxR3uMP7pHmCX3iHOMN7rJktW9c8WUZjFj+OhOGvEL/tjxB+cxBEe63IKjXOe617luorctDvjtzBLuxBnTi1/s4E46+qV8uoGmDTtClvhJY4w7+gUu4cGp/btRqO/rq/NjYoFnB0dsfmMawTn6Ue7/9W99vc/Tu+k2hom/nUla7JgxndHtNq+bs/YTUjb6a3Akfmz+W4WD20RvcCac7Zw3o54WzdKNktHPDRm3WeBY+lUC69tEwuk0Fl+80R5xxp9uUir+3PwTl3rMOdz8G97gnodt903VYs1k+haOd9wCP+Jz26YaXd/aq+vlDfOA+9+/8+XmW+JsZY/4RvcYZ5M/GDeC3I4ab5gl7lbxArNku13otpFyHt/7G2Hh3g7/PDzfseEb3SP+uN0WjHu0Ey92wubf8d+tTcVlTSD6FlidgV3TsAn/Jv8xXTBUR6YNu9U1hnNvhSdh7NE9xov/6DdPYwxzo9CtVHVNzWhgRzzxW7KX4Nx+desTTjdil+LFbym+sPjHHuG1eepwxwcG5nCB36k9xh/dlOzXhKdvO2oT9E9vh3OMvwQ7ho9usPNvtxiVY230Laa7rVAWZ7cko3dhfhHAjaYXvuCFrX6Q3gkmmsLGkWEcvUb3X/z5X0zv/Pd39k0ds203oMbwRjj7gze4Z0EbP+H0u9td79aH6QFG9wA3fEm3rif3baMnPfFJ00V+9yKtS+DN9ewQPQ4OxDOBnbvn3+BG3MJjRv8Rn3CXUKhAjP6L3eY3aYw28ZDVDmNGZ/Y/mtCatELT3E544uY7Nv/RHbjRnq8ikoZ4oQP86D/Gj3/85t/xn9tfKJ0ijJkKDWfMmF57HPU3+o/4446N5ic/+cn9E9VsnEk4d8pj9OPPJIw9uudhDTzABxf7bW9/2+TZMLfcGLv7VkT6lIsoMfAnXvzyzY47dASGTW8FHRgM/TabDBxL6YAP3nl4/F0W+fRnPt2og2cpndA5D4t/7DGdpEHhF5W/blS+8Q1vrPsL1+0bqEvPhY34E3/0G93ztEIDex6X8i+XzDaZzSFDDNek7/v3953efKU3T1e68pX6SqRg2sNoTbv9HW7fWrw+tedTa5Wawt2SwcwQQBsXbV8h/k1velPLd690xSvV1ezrt07cFoNUw4nxbDz9yHv27OmCc4SETNjtPH6ldLre87pqv9l23OMdd7r1rW49ffFLX2xNbJYmrj5anjApGFc/3TQaCyUFx86bf94oc4vJTSFXdWl3c302he358SPq6nnNPic6heXtk3s+2SocLfVcJXWF1jXQS1/q0muVpmhxW8h1UtekLS9dYw+TcKNLnm0GUD3qTCOtYHC+/vDXN6NGe+kB6OvD8O3EyH/0Xhs4abWjF5uuWFeFUy9odm7X9Wy3wWjByk2tpJPy8j26820p+vJXvLzz7kq0q+faEPO6EqGc4Yxn6BtaFLm4Xkvc5XYWGvzcpHL9GfOWb0yGkhhhuZ77uxf53daeBid/9fXKV7yy9XjLp+vFrla7bi6ccYXZdfTSl7CW/VpCfvJTn5woivIYqmWtq+6us8cc/vrD+128mxx8kzWu4KRDGOPTzrRft9TcgLzUJS+V6G2P5SQ/ru6e6cxn6ptuCZNv+zJOhrix5tsVbMc4A8OmT/mf/rl0QR/nuH1lX3+gEEl9KWd1SjsiTXEUHkUeGhwjYR4v/sQnP9FKd6Sl3pO3Ec4tN+oDqBlQJ8wSPnGX/INLmPja+zGPs7de+JnwqZuY0LBEe8ICyx7TNHl63Wtf18ceiZNGUZ3yISJ1zfknP/1JX4024Lj6PuKAE52vLB52odLSRxUBA0Z94wX4g77oHgRx2LifEBqXysOtyCg5aqTzv6Wp+CY/yk8qAz31LjytNMUzKJTUUBxCsRBlOeJ7TYDyFM8feSWCsp5qZB3mFQjfh9crB2CJPKpB93NFvk33KTqh5MZTL5S1WNp4ZqVmIuunfNBSOiha6RGlIsQsXgegOEf6ngqa54UogvKWYkr7hGWJYWkjvBro6vrXu96qmEgrsJG2H3zFGFqpjyfsvQCRlzy8KkE8YulIKQtlRxQLoT3vBUpHnpSfH2UtUXAiTPlRcCJMuVQH7jQppkEX5S3SQ1/Jx/fJwzyv8++SCXY5w025i6Ui+viDrUbYSypKpJSPF1W8QDEu9ec459/q56BS1EMJkKWhNkCJTXB4QaV0MzT9lpDVsFcRJXk5Q96kLz4aKYGidMZrGnv27Ol2QzFRXa1thTbaJBoonFL2ytryGqwnhbwAEho936TcKFMKPRT/KG+v0Gg7taJoGqQnHsVbFDh5oUV7Sj0K08bUv+fAvH6iDYOV76TJTtvi9iKN9um5KKIOyon4H159wXJWfimnouip1JV2HczFZsRq0lJ+2j1FRtL16k5dT25lW8QW6lm+PHNGaQ9lTV/4/BfWtNXg3PUjD/IOFzHFSPvo9kqHMkantkHZlfIlGgscxUto9/SYl2u8CJQwtJWejn5FR5lpF3iBdgfWG5J79uxp+NrT6XcQKe0Rx5NMFBMF11a2Pq5faSfqVr+MyIxop3RUrPuBvCTN4FRf+Iq2os/B421B4WiVN3gpWVJm2rD2up0iouDX79SNtOM32jt6DioRMCUVCGF+GjG3Bho4DUzGPWUUP/JMHUdjp61MZ00YNxxhouS6GBKtTMmoAsobXpg/hlwzmn4ahowU84AP09IpwMg0LVljp1BhaMvbbaFhtDU29Gj4aCilJPvkRYPEXOBFH3li6KRBTlwDFZmw/HpWhmaspCG/cEfGq9ITpqPotBp/zejbX4PCPHVCDzTqBDq1dDzmmLixx/yOfjS4hTaDpTCa4XQszLRm/k0XLVnCPLUlTU9UBc+SPabnuSVtQgcD61uatI35NjArLw3Zm3/C8oSXRq5cPB9EQ5kwP7DalMZsD0PeadjT8aJxb8+ePc2QwWtn0vJcmHrI4MW/GdnQEWkak1+MnGxY+gYVgyEGJm1M3Lt/OuCB9eYc3DQhYobKzvNRmLW44GvTr2HAjWVD8xj6tUvPRNUKofOHUWBCkUtrn5iUQcQAj7HqE/D50VgonwYv/SLlpC6jVc6EwMRAmEeA0aGdGYRqddJ4PKElHCOVvgEBDZk8Jb3YniGTZ/nUNtSt/Rf50EYN7vq28gxjtDeS+PqMwc1AaqDR/g+uh1m1vUxUTPLA68PKSvnyQydmH1xjufLLt/aAPgxfPuQNT8DYwRkkahXd9aS+Tf4SN7j1LzxF+p4TU276ZAZy7QmzRpM2gdZSsNYDo0ld8GyyTR7RuIkp/0JWUCnsxFjuFcIGLWLXYgA6UmMscci3LJMZWqpM172+cMghh/R035IshmaqymRrYOJHExWFKuJ89Wt7n223k2zJx1TD6aWCJZBlLcXUj3nMYzqsZkrTiUpmCKY6YJ+kyFICwDFqeeWkSI10i8s0MGSv9BcTK1iy1WDUOnppkmKIFuiYJoL50Ic/1Evwxz3+cb20qUbUMktLSXI94o0zn+XM6xcZGkH9VUNo2ZZlezXKePdRveqUvYyktY75xte/MXlepxpJax+z833GoxS8F7Nax40jS6Z8s8cyUDa0XzHSoIeXnJByeHShmXFKA21ELTE/r+Xb3Iy44bGko6mM+b2L/16LTWjSctompx7UAT0kxcym6kgtUnLqxbKfmICi8cgwPbF04OUObDm43X9lFqX3REDSP+sBZ23FNNLURpka2PuUEJ3EjD0Q4qtoJOOHVqd+TnbSk/WTQ3DTCKZ9ktNWB52uctWr9IMCTm3Y96DQiPIfJ3RoRCtG3O3J1e2xLuFP2ViG2yfQpmkXI+7QxpQxTYviRS90MdpWkHSOc56j81oD+0S/cAyRRA0KLUogukBzdfDW9R2tckQ4FBIRR+gTjH6mjIksLM1r9teimpq49Ckj9a5s5Dn1HFt8NBIf0qRGe9tf3favWm+Ik0z6gvjKnljzHve4pyitWREOP/1Iv9EOiAOUvb0ObUFdMW66Md8+Sr80MZ29IKaYbOOBK+XKX9niOUQ+yrgmNFMx3G5r97rnvZpfOXXFOApLqZW0azXRGuhGXHCrV+1Y/yXmI0LUTok8GGI/fEF/fMADH9CKmWjtU6ZOvcwNnDFNe+VXP9tkdsWUMVnEQogxP+TBD2mt/5gIpsmQiSp4RiUqMK8oPLVeEqBljPxlNIjEkHW23/+93+8gmtxiMHcaoii1P/QJh7Y31ZyO53zr29/qTqJRKmwGLnJcMh+0oo1xzIxBHyPOkqE+EVP2mgaaKR23McCQJTGYPRrJ7DQUKkTJsVQu7VkamcaGbo00HTWVE6YhHTIvMi3mJS99ScsF9+zZ02lEX4d4ylyl10yoYb9y1KZj6RZu//Yc/saGNnh3vSnrDKzS10Dh1hn5U7hOPq6+favblFvwJi8jbm4qW9GK+TCeijqgBkANPQr3pe8HxwUvcMFmCBhFl8sxOloP6piRslX3YK/+R1dvZk/m7iku8OqCES4fo8GA1UWeTRKW9iB9hgy5RCYTnSjyWyu+tUrXb32z1G5WXnQ4x6jUywGVF4yPXFBYZJHowFBSZ418+EPrD48qXwwTvTXL6g7/kY9+ZPraV782XeGgK3SM5EneMVTpHOvYvzj7bzLiPThyXrjAa8+YzWgwUAzKoKHeDMbyD9fnPv+5ZsomOiWGa1k/ma600Jp6ZqM1RpiBPDRSf6vtuKWGBgwLnoc/4uHN4IXB4aed65f2oU528pOt25ewVR2xRSuNb4x6k4YBjLpgRtkGV38XXa9+zat7UH31q17dbQq/UCdoDN2pa981e+22CdfSyx/wY8bKVVmAK/HPVKfEOn9w2OvQL5Rl1A6f6pSnar95GwQPZ0zntcow/S/+o/0L6NF3wY2pOaesczEI1thtiihMTIzx1NNnPv2ZdjvPmJ12zzG99GUvXW82NUD9jQT/+zv/vb1rGda2Eff617t+u3VIMxXGiIVBqmSzEziCB5Oiu1blaJQ6yi3+8hat31hcKgExyXnhCVOAtDbRXWw2nM03OqIPPPDA3mQDo6I83Gr2+oD7P2B64qFPbJ22cLyzOquNHIUOFoMzykoPjXQufPrIT/coa4Zm9kYvro2qv/mbv+mNNRtR3QCrYTLcjPcFzeIYs1uzLBuFeUOsAxb+muaihVFv4thg5U87GgZqRiVMg7Y5ZiZjJkd5TxomeIad8o5f/MOMU74GTwOXQTN0Kht1N+I4/wXO3xsyZlwen4XHbPvpT3t6w4E1UKgXzyJ5Aogxs2OEYxijwRCawVQ5jjSDCawOeP8H3L83j23o1v7FegB6wQtf0Pi1QTqZMbB/+7d/6yQy0Db+SpvR+ZuZHHvvY6ftOfsDj2b0jmVng4/+ZwYzZsDo+NqQ9jwaYUwYB5vpwbVO1ghHi7oLrcrdRCW4fOu7Vh0HXv7AqUQIjUPZ70PbUWmlzODF3BgMXtopB23LqSH6pTFV6TvpAx/8JfLojfGsxmy6M6erDWWrtxIR9Lc0lKf8h/6RuQKSR5v59Jx7t5BBR+BSRh1Qf75d2IC7f1Xmo0mexYfHSq1Vjtb4bRC2KqLzXDvWnuXNpHM0ypQJrjkNwkzYSBnEXzL7UrUEUX6YjIdCKTGXaBI2UzSy1fni1lUsutH6hn92w4bxzIuO5LTBXYtR6uhek2bsjMcYPRWCH3NAzUbgMRs16zUgeO23Ngw7symIjMLiKAR6SjUoS4gP1U/j08l1pMxyHQcDYzRPwSV+Ks23ChiN5SaxChgMB3OgG9fsymzGkpt597vf3bYZu3Iyq9fQiG7s1Ev/m9/6Zne0Oq/Yy0AM1uoCTWY1BgUMV2dkNCD4HBc67LDD2u+r//XVntkadMaKH/PUgOIXzX4J83SQmRI/A5yBzREhMykdwAyVMUPGVOXbkaGkExtM8MLNXTLLrkcdk5Evedchzewc99PoS0bX4f7Eq5cb1seh1CujLM0IGfi1P0tgHZHBDKxi7nf/+/W3vChzM37GDFCbMtCEZqdLdHSrGDidqqHQ3Azv/ve7/+TEDz903uj/3KjL/TOf3VseOqSJwrvf8+7WsyuNL9dpC3jMpqwClZ8BNumBYeT5xDUAKFMvnKe8rLAoxlePZn3qgOiLAYN+ZYmZxq8dR/2FGevomOCd73LnfrJLsHLAdOFmMrvFUJ0qos/XKSWDjsmTAZjIA7OY0y9+mJ02H0bptAkTEYkJCJEDxfTS0/bprjZBojwes/67e/9dixvMRvUHRhlo589//vP7WxvQf014TH7kI2mOtBEvyAMRmD5icqGM88YlkYa0w7O44QEjHzGpD9/wK1d9MHXAXxt1EsdpKKIgMMqd0T/UlfaFP400NsDwhxYz+fC7IWivc5MwevQnvC7ofX6FuDejioGuTyUkDkF2zWZaQE6YTdBux1044Tu/qrD1qYNsjtWRpbWQPJtANaL2Tq90bKA4DXFQbcSgpxpw7yonXXY1wPaXfs2C1jTDY/MELeLaIEm8Kty1224vAb+D8jYZbFTU7HRVHaU3XsRxGqQ6em802kziV42o81ONp/HXo6YrTwfZvFRW0gRrA0ZefFcjahrZ8Svm1c/oVINdedKpGlDjt2Ehjh15ZeD0gfzZ9Ek+RnvME3/f2egrprSq1URvHipDGzB26G0sSqOWoX0iwqai75xUGXHGHTtpo6cGrVV1+H4up47E9San53zA2BQSXg/M7kO3upGWsrJ5pPzkdcyfEwJgbCI5ucDtZxOnBrRub+KDs5lUs5kOV+7qB5yNP5txTtA4+aAs1OXBteHkRIB68AxTMcHe+NQW1E8N0h3mBIN8CK+Z3ao6bm9Aatehx2mRlMdoqzdpy5/4B9amIdw2LcWviUjTY2PPJp8NxrRh/WHEFXcNep1vNNckptukNEoO37htQNmoVU82v5SPfuQ7T4Y5OWWDsFYvfZlL/4UfzFi/4mmX8mljVJnLv7SVJ1inZ0rc07iVK1gbiLU66E0x8Z2ysSmITuUrnlMp2p0TM9JWzuLaaJOOzUN9OxvqyT9b2dlQ51aH4tmM92yY/uw7z1kdUZvZvv20TfUQXMkrXOLleTSHG9KHnZQqZr6qFUGXL94oL2DhxGecMoEz+Nhx86/Bsk9u2IhN2qN9rEPuUztv2xgzBMv+Iqy5u6m70clIaAQ7+MYH93I8aDwbZfbl7KERyVLVxoClojOxZtdmT85b2kQx2lTj7JH6vOc7b4/IRB+eADIjPXONWA7oe3XZbMIy0mYDmOq4PQOXtlHt5zV6nao2HMiizMzJ65wZvsfd7zFRLm1GZFlsqVodsEk2AxCX/YUvfqEf0LRhJ8/Oxcqnp3mqEzX8Fa90xaZf3uXRmVZiHRuOZj5mAM5DekUBDrPQi1/s4k0veZpytElALlqnRnrkNiq7uGJG6dKKDSyzEBtc0rnIRS/Ssw6bcdKxBH7mM57ZZdJEDX/jqB9veTPzsPK4+MX3ysd8X+2qV+uLQcc57nF6dYI2MwgzFjM6ckJlZymXmRKcccdOOtXR+vzskUce2TMLZW+mYxmILptCXuGW1/FKvZWTjSezWrO1s5ZYzBl3q6Vb3HzvqsVKw9NT36yVmzLVDs2MrL7MvLU1M5BLXuqS1QZO1TMkbcCyWD5tAqHLTInYyKxbeZoZFvPvFzTMpIgRijH2XghxkzaIbrO8l71076YnWaINt1e+6pWNz2zQihLsQZc/qGfS2g2TtiVPxSxaZGTWr2y9evLHV//jPoNeTLtnysVk+jVsbckKD5zNJu0pM/xaV3Yd2OimpsDy2h6FVZwzyja+zNq0M3Rd8xrX7AdLrUrJR4lIiBrEUe7alLhEVp4+Y9Rt0vENJ16gPcr7q175ql5JER/o02aHHjU1Wzbjt9JDA3GTZ9FOeKITdhveUyvCe1T/Q5dZs3PVr3nNa3qjVd+0z2FzGY+w6kWby17qpU5g9Ibi2O7wFBu1jDrShuw7aMPaiE0/j+nKn9UDvFYP6HNGPhoDg7MmENPhtYFuv8GKSfnb4NU31LNye9a/PqvbjdWRelNncKpzdDqfH3xsv7QDj+J6Fkwbvs2tb9N0j3870qdMBFGzqV5CuUxg11Lh6QQIzAUNiJcYQhIcw4gkemk5e2olsLHJozTENHD+I57ALdmWLgrNTulWy4mluPvjRySgcizDvOqLQaEBg9aQd2o25U+ZERm98Y1v7Ms4On/MpjgJZ4OxoYaWreA1REs1DdGFi3TSEdfoXsKFmX39a1/vgWiE3eR2AckJGqIw7ctA7TLIH139j1rm/uAHPbiZn0FWJzEp0KnJ5y9wwQus9y7gX6KHvyerambE2Z3GhZEnHPqExoWJaMuYso6MgUa/g2ebMHL+LgmNho7uk57kpM34bQZ+8hOfnMjHtdnRhCY2RmPAsU+Szbmvf+Pr/XK1pS9abIAqQyItHdq7iJvaEBrs6Zy2xBG3KzFjzeymj3z4I9PL/u1lU60qmwzMyoBk8mBCE/qIFokFaybXEwTMdt5XQruyR7dBjkzUqRYXYMb28eKXvLj3RUxCPFmmrd7xDnfcp//CI015v/nNbt5hyo6oixjDCR10EX0YhImxMDxt0SC7ZEKjMG4Tt1ot9SYhnjXPk75KtHjOc51zPdCNMERQRCvaGv5hUqn8bR6bTMibSSYxy09+/JMecMQnYx/3S0LrSJ+6NvFwYmbp5ZEdMWWIyUxUqpnIeEMmiW6yR2LmMFuFzWH///Cd/MbeKk87gdkq/nZhv27826U/Dz/4Jgf3TM7M9SpXvkozwVve6pZ9AsZ+xqMe+ah5lN98DyVgMnDq0+xdoQ3ev+Tcbb3vFv6XEvxv8vjfSOcmmo42pqxsk0js3ZT3/sTZX/y7TWuEH907TX8eZ6vvrcJ2mt6vCjenAb653/x7qzS3g10Kn/vR32BpahPWRpclsEmAkyiWyaOZxx3D/re70c6Ms7Kji+adlstO4ULXJvhN/om3G/voxCXdOb7tvndD625gk25sca2eraI3zZT3XWNtk5qGNCIf3VtF3SncVjg2hQX32MhH96Z4o/+YrzFucI+wc/cIE/eIA3y+E84v7oSNfnO376PLJN0R39xv/j3CLrmTh6V4S35wiDOGeWHcGec+k1wyXqcqLPEcnRrhEneJjk1+8/iB2+Sf8N3awRd7KX7KainsV/UL7nn6+Y49L/vt0g3eOdwm/zmc76S9FMYvuLaDW4q/FCf4Ar/dd+B+FXukI27pxh3cxJtbmR0z5SBO5si+cgZ5qwSEJU5wLMHPw+bfS3G2wr3T+MG7RGP8ArNkg0laS/AJ20TrUvgIu5TmbvyCP/acxvjH3p+0E3fEveQ3p3uEF3qda8EAACAASURBVGYTzMap2XLOiM/jpN0F/zx8/j3CbXLP4+z2O3jlJ244ltyj327TWYIPvthg5nSknGMHZgnfdn5jOtvBjuFJe6v4CYs9xt/KvR3u3eLbKq2twkIHmCV36LCxupXZmmVXTIiYMRHfGHLCfO/EzHGIswnHEuxWaYzwyfwm3DvBI+5O4m9KK3HndAU+eZ+Hb0Xb/oQFf+w5Dv6hKTTPYbb6TlwwY/xN6Y1wIzx/cbSrTQwZfCYCW+GHK2aE2+QO7P7am/Au+cdvnvdfJW244B1xzr/HsP1NS7zQvz84lugMnjFsTntgtrND2zyv8Rd/HrYdzt2Eb4c7dOQk2ybc2zLlIFpKMGGbkC/5j3i4g4PtOz9xR9glXHO/wAdXcM/h5t+JN9ri7iR+YGIH9/ybP7/4S8vRM3bSTVz2kt8Yvlu30wN2nJdMaHIaxq7zbtIWdyfwYAKX9OxcOxExN4GLLZw78ebw232PeLaD3d/w3aaxv3lZoi+4YltNMPmeuztwF3+7zdsm1OhZqsfRLzTH3oRrK//EhTe0x07YVvF3Exa84uwEd+CddtlktmXKiSjBIOQ3ugOzlf3Uw566vr4KznEmN+0ct4uRRn7w7ySTicsGb2dzt3GTTuK7xZaGPeLf5AbrdMpccfwmeHqEyU5veIMb9lnIMf2Ua/w24diNvyNTNz74xn029573uuc+9TDicdzOmdK73PkufRxrDNvkplzGGdIPfPADfY7VsT15MODQKyxtxrEmV2yf9exn9Q3NF734RX07zm26mDHv8zr8Vcvjhz/64Vr/SdI7uuzQypZf+U5epDG6tXs3ApXPr8tkNRH8Y/rx242t7H9VHElvqR4dQ3QE7ugwoZOtjN/33vc1r0m6u+nXO6FnxEtRlfa/yaAp8Jtg2n+8SbIT93gzZSfwYNw0qqN0+9z8q0PqfQOGjtad4tkOzk0kt6Hc3toOdlO4W15u+tR5zh3jcHPITaY6WL+jOG71uQlVFdBqFTfRcnT4qy96n3MTq3Z9+/bUHHcdlu8bU3U+eH1TaQ6z9O12I9WGdb61bympA7e33KByK1La4lHlKb9+VJrWhZJ2u92WG2RL+PntT5sbcdVJjr5N5uYo3bq7qdsRz1ZuNNa52taF7BaeW2sj7cLrrGvf5qPe0m3RXwcdcxrHsqvLEn1Tc3/6Ry25+6beIYcccrTRXWfhWzcxFZpu+bq1WEf7Wp2mvlRMdUf9aZ5n38r/gKNuZ1IXWoPhfuNawj/3o1q3zrmvarN6MZ3UA1vf0A/keY7H945myji8Za2jHPtjCLbdHnM7K8aNv1IM3rf44rdkZ+RbCotfYNw2KubSB+ETtlvbjScH9i33d2rc4jI7Kn2/O4pCO5hbRnQwuFW2G5O8boozDzcyO3RfV2T7ULubgJ/77L5pimPV4rYTlZnOBbvI4Zjadob4Qf4dtHe43qUPN5/gclHB0R/GjTQ3qg4++OD2k3+XGOh1eMMRRzTMnHae/DK7WArviNv8uWFqhmQl4BalSwpbmd2kE1g0ulSQm4VRtBPapecGl5teLjS5LekW4W5M0touDrjASj/uD33wQ61RzaWMrYxLKw97+MPWIOITNTlDXky5L3SsA7dxJO3YI7hLMm7eUevqopLycNpGG6Wsy6bvfEWxhGfEGbdbfRSbubXnxp32uNO4wbEb261KfIPK4a3SUR+56bcJ/y8x5SCMLaInklxnxkjd7BvDRjfY+Tc/B9tdZVXYMac/3en75o8nWWL2fGpPnGt7bFTxdE3x8f/4+NZ3S1yRhn9EdW7M1G2ekY7RDQc1lM/8l2dO0ksY20/HdVMRE0uYONJ0hVQFR40lf2bPnj09EBi4mDFeeyz8OX/ranlumCX9BdBWtETkwSSvYxq0qsk3v4SPeFypxQDVn3pwpZpJmuJoKI7qULjjvDDG4RbTdsYNsBgDr5MTbovRgcxgRIxr1XDrbJbXGLdbWtI8QXXOTbSP+RndjXSHf/QTO27HprRIB91kNtExhwfHzGlyxbZmQ2ulTokH7lrXvNZUOj/6hph6wDh2YjaltSmutEa64iZi006WdP6OuCgUihY+/uJTD/DABz6wB123QpnQ1R/D3+iftGMPYH0dXT9jXEojOnP79Rp/fI1W+IPJUd4FX3Au4UlYbPjgeM6zn9O3D33bLxF3hOE//+a3G5P4US5koFmicclvUzr7MGUJJHJsDNl9bwXkR9MT/QwMpvb4xz2+Nbg95KEPmR78kAf3e3lPevKT1iMcDVu0xWHIOQoiHcqhzcrq+ZkumEtc8hJ9f/6vb/fXrU2Ngm934DWi0CJNDUuHpwGsnmXpGR0macaGYUpHozrssMOAN+4xPj/pik+/BaZCJSkY14LJkzGMWo6smRI5keu/NNVd/wbXb10OkU0ZFAwG4lCD6b0+uOQR7Vf/46tP5zv/+aYnPumJ/c6b9BlXNM0c7cSe5YCzTLXUms533vNNT3nqU/YC1D85G50XBkKy1z/8oz9ch0nDNdoL/+6Fp4Nr9kmRvpnFuJnnuvRlLnuZiRJzStLpvUBnGhAcfoxruq9/3ev76i+9G8x25ynB0CFi1svQJmdAY5wxZrI60tm0nShhF4aJGwwwJ/G8e5iBWfla+SjzQ/7+kNZbYqX2j0/4x+nv7/v3rd8YjtEYOO9173tN2s5BVzhoetCDHzT9x7v3zorpyHBt2nX9XDEe48atPLSH053+dF038ffgpncBr3mta/asW1u53e1vN53t7Gdb12s6qDhZISS+VQedzVYTuS6tLnZi6G2gI4aKUXm6/EGX75/6nRtXwpWZBxky4INBm1WJQdNsLm9RjvFDv9m+ulEOMcrFLHakOW0HTOJy1wsvXWdm13MTuNiuy8OpTM57nvOuwek7kR49zWGoAhNvDcivBjjtAj0Jjz3CcQeGOl96cD77mc/OQX7pO7je+a53dhuljTIm+HyPZZPw/bLnMg0yj8g/hNGmVohbS1I16H7qxzdZobfVaAMrYloOSeMVN81PVaGNJ8/miOOJH7hpJPP+HT+yRumMT6zQDuaJnQNLixZtTdHkVAy3tbwV013RjuWZJTJQz+yUkpF+igbOUiO4flMr+UueyLLrPnvLrjwvJD4tUNVY+/kfGq/goNnKU+Di1ey5v8mOPS8lj3l2h1wQneL41Yy0NZRJ17NP5ItkZ+Tq5E7RZiWcLLYY84pc3VNX4tOSVTO5LhPvkkmrlO23Vi5axKKxTXzlJA4tYLRncVeH6rIQTr5OOx8NXspOXuW9Bqx9ZFkpG3Gq47aGNumOWvuEbfXzHJf0o41Lfn2XLoPWTkfGN2p8U9401YEh61XWyp5cLmVUim46HAxNfWTxysw3LWroCe1s5StMOaFdXsnuwWlD2oV81YO0nV4xhH4eacThTT441KMnzvy015qQdNsTn0Y79HuyDKw24Vs6NUB3GjSwpbxoxKtVQWtOJNvMU14lCljDBHZuo81+hXRr8GotcjUb67YOz1wer3z0PxrIlOf45l6tlJpe/Zj2uOR7TJNfTRAarlY5+7yxV8qLuky1K/Jz+a9X7tfvcsKjrSt/vMD+Ra2OFvOYtNGvDJVPTapW9Whvv8lo34GmuJpAdfnbCwDnWbW5fFg/QyucwYsWMmntT7zIp7VB5aItkOlqH3gJeE9u0fbGj6Y/bVk+hZF768vKXlrpQ0kvWuJoEwQ//gITP7wTTZtkyus3+uYZCgIEQOBXy+B+E43bZpgO7O01BRoYNjWXyQw8qWRMPHhrNO84Gj880ldQGp5HKMHpEPB5XNE3hmTDEKw44oL3RpZwHaqUxuxTafMCoY5SwXqvDQ75MLBguGAVlA6QSoQ378xRXahh1qjejUVHFCdqJ3VO8H4Ypc6Rzkm9n8rOW2FgMAWqI7kNKtQNSjsVDh7Dqhl3w2DcpSin3Ro/NZQaj40bP+pK0aYjatxwabBpxAZCeQ/+0BrbRhCVmcpcp/LeWcK2sz2Oi568o6ZsqC3FGA2a4mNubGUmLR1WWho8P4xWmXn/zbcBT57AZPA2gGqT4wOgYOHV2OXZw5Y6GNsGZ2j3ZiRcBll+tXLr9NSf7zB9gz0mzA+jrxVIu7Uz8eVLmE0d+VOmGUjFU2+hFxxGme/aQ1gzZe1b+Ha/WsU0nfKufvUdA5cJkz4ZxlwnerreTBKUHfWuNdvstigNbQn96NUPNqWbiQm6x4dPtX2MFg7lL6/c0oFLPVDNqkxMxpQzd8mi1+HzNMOUtTdlre7VmboITnlBCz5zeG1IG/AN4sJNNqQhbMSNlpEpY/LC0WRQUpdgTB6lLT1ttlbnnSc4qekMH8vkVLnrU/iM8kiamLG2R20pv7TJhI/2dky5166m56bhfjH87nb3u63fpeJPGG8pZTPHUyqWONXYegOABq0iqpccNXqu1TLCY0NrbijUtnSxbK1m2WlXJfeS3isPzFwgbgke2Cq0FkFQfXj5ozRheVWAhqwxvXF5ASe1mowltw0t8mfw8pT8V4H2MreYWcPSsCXcBpH4lsDVsLsMxKEVismSnfstb35LaxyjUlEZEFVYQtvMIGMfjXCa9rxmIu1qqP2uITGCMmXAUMmIXpuKxZRbLWI1qF6SEg8Q21gy2rSTBly3qPqRLhHPsYqGsUzhDG62+tyzZ0/XC9WC6NmpcbyP1i/qEh/5qEe23Ji2N2l7MODQJx66lsUrM4rC1ZVwYip+VKIWU+4jTEQ/1GNqb9Xh+g0/y/HqhK32UFqhPzRqg/Ls0QDavKh/hCeyfnWoPKMA3esrTA3Ia5u61Ov+6XWns531bO2n3tSZ404nK7knY7nMeJGGLJR4D26GvFwZa6eMZXV17FaP6puoRp2hIzD8N5mb3uym/Uyavkd9rHjS0v7kV5usyU6XhXfuaFmjdlTZeUOP+k+bigw6xdNnqcxkxjKM++AShxEn3PY2t51qgGo4f+hVnq0p7RQnb3WsNeFqP+GHlwL4fpigNnWpFLUPpQ/pZ0z6V38c9Zf2qFy036jBJWpDjzjavM1k+1BEdPe5z32aNxFnybM0gie4xdNXaf4bTTH1pvdjpZYTTOpCu1F39noY4ryHPuShaz6mnSp75af8tYG0A3SG78RvKa8jHXBtMs2FlxDwszOqozIYV83yWuZK6E+W6nwhuGwkyRimoAHFCJdxJg2X266oDjbKLVW6TkAV42jylhZ5ozToOPZyAl3ENbKu8YuDYTpBQT6Zc8Nj/jBYqvjuVjLjGn1bpkzn65Gl/CZGgdWsruRZj5vIx+WJ7DnwKqZG7+nfXr73aSADiw5iIycGE5QfnVb6ZIyYUymrX28+yAsmJNx535rBNh4Ng4pEG1LS0uDA6GAMWasryTHKjKlZftt0xKKH+WmlIS4cgUuD4M/EJmul61gnQueokrUBN/ylM9NvzWSTSJlprBiddmTgGI0TGcogDVmbUGaRS4P1viPZv80pr5BgFuqdCd2x7TUY6JW59LysYWCrmWPDK0/xDaKhWUDNkDpcGaGHSTja0IQxXPQiF+0yRqfwPvtc6YxtOHsNYRLKnBvjEIdeaXQmnU5siz/1fNaznbXVWdooxWgwO0zXpiIjz3QOg/XYL1WZjPLSDpwMYDAo/UP7t09ioEnZCY8bbfI8bsILT54SrizVYcoPjDADg0nTF7/wxXanfoUzKVtu6cQo1wzMZN6hx6si2uyJTnyi3h8R56n1fma9ML7eJwmO0RafrurwH3sOmL0+pcwY7csTa9F8edrTnLb7JB43Gkqy8C8/5TzmWTq+Uz7JX+wRDzf6u/5/kfV9QPb2yn28fvGhMYeRQiRzZhlmU17erWVaFzCmRe8po0NRei3zMWY6CpXSaAaxCt2MEE5p5IQGRu8JJyYV9vFP7I1nxqKzUXTPgLPpqMPCaRTHXM0cMAbMe24c6zFzuXSNuPVKQW/g+U6a4BXY22o2+vZSbI6xvO61r1vrVq0lVpeBzQwzUkbHk29HiWIwBP4GM7R5HdkGilMAXve28YNJaLxGfCcdzHqkbcVwy7+8ZZ9cMNNWDjbwKItXXhcppmImJ676MLgxyoEfXcCYITfl4TZHGQMJ/OylBoPpUwCO6adDdMRt/gJ7p7+9Uzf41JuNNbQwOvBo0GQjSX7MktAj/wZIg+rYkQ0y4NCOMaUDjfi4a7na9HvOSYetZe503TpJUmKxxq/jYFJWNKEZrSm/U5W/dgou4SeqDszPM1c2Xk040CvcSQpl6URH8pyOG/rlR5hN7uDU3nZqal+hT82Ah0dZGBwYdDtiR2G/+lZujjJmE89jCfqwUyeB7/zW6QntxiRgyWQilr4/wiSf/NRZGJFvj6H6NqkwwBuka6ne/XJsb8rLgDYaA5sBw2zYCk2Zm/gx6t23jbmn/PNTpte8+jVdBt7sFEf4SMeI18RJP1M2Zrsl8uy2lTaHRquGbMx6bAE/m59QwXu0ZSs8R+3QYxDJapo/GtCjnuU39T3Sk/y03zHmIUd9j7KOuZsMtUbmlrEUeMui8u0ZFPCeEMqGB5j8yAKr8TUMWW9VcB/gF6cyvZZvkQ+STWUTojLbMhtw9Q5W4yPHIpMl9BdehdtPQtWMo+XOkS/awKnO3zAH1ZNR5IrzPNXSp2kBR0YLJ5ptJIH1ZI5vG4zxc+ifX42uffi/KrS/PRUljk1K4bWsW+e5OmuXnXw7vO6yQGR15LbkllWBLVMmhxM/P/muhrbyTI/4NlNseh1QGzA2FMhmla1NPXGqUzbdNiIi060G00/7CCc3Vx/KzrfNP09DSWMsn2y8kavPw0a4rdxke5ExgiPHrcGpn7hKPLjJKtEjf57AqkG8nzACi8bxUpFN1Wzq2pwNnrmtPsWtzrPyfJaNI7J6T1HBbxNVuA1ncckci9n3noJvsGS0frVK7MtO9jm0eeH2CcS3Z+KSUQ3Y/V0zr96jAIM+MOq0mHtvMGq/ZJLqRJ+SprzDk7Yr7vhL+bPtf6i/GuCbFrTZ54CXzDgXVexfKL96WaRxHV7yV5ty2eyrwbblrzbL1LW6GdOMW1tDY4mf9gmXtxrUmpZidJ0faekXZK1o1Y9rBt9ybn2gBotf2tCyR0TmDIdNUOUlbzaLI/sNLWz9Gow+C157yEY7+b4wF5XAptwSv1ZFHW7TnJ82oexrsFrzB/02+MiY4Zs/v2UDWn+rgbD3rrRb/fmQozZrtWHx1NOchjld2UzeuNE3Iog7do0CLaS3oSZBP5sYGnwaUzZr0uEDpzFjtgiqkbt3qL2t5rtmxf2Omh1g75BpvN6JU5k6tAaP8dQxtN7Mc2sMg0WXwsJU4E9jhNMPjE0bt8WSdsLY4tsAg8Omh/RVmkrBJISjDRO26ST/4hl4MEMNADPTWDUgmzbCDRiYBppyUoS/zuB9OBVqF1glwCNdnRZT17lqKdYMWHw33JSJgQs9mBOmXkvQ3tmvGWD7w1+jdw9OmLXddrhSL8KdyKgZXqcPp80d+DHx0A4uPxsy6Kvjd2u/hO3ERq+Nx5qBreN7fw4+HVB48BhU1IOylG8Djw0UZaS9ZSMHvHrlh4ktDbTBafMGU6jLOd3JDVLSVJbal7aJqXjDzyYfumwcq4/gsBGkjMAaSG3MYqShw7cwZY4mbRb92py0Di9GqMOabNg8Fg8DtIGpjdgMFhcTgmd+igT8WE6+bTjBCd6gZzPKyQTp8jOI2LQGi9kY7DEM6YQuYdpzNnLVk3bLf/4zOGH4tdLqNhx6bMjq5wYYA502JH03FI+oUyfwmPTwUy7S11dtzI1pyLM0cgoFfH4GwHEDTTyDmQmYgcLPJANzRRfeYUPXRM3gNabDrY8ZuJQHeO0Qj0Cf/Bi0TOAMBtpkJlzyOG5y6hdodKpHO0WHb+1WORiYfKtX7xemzNCAxpGuvJW5iSlvfHlknH4TLbivbzluum8anyk6wX4R1VP3qt6Wr1n+kF9ZPsUQLZjaw2tpVwXQ0/+qhJYPk8W5sGAZYxMn+C2pyYAsDxiyWq9Ie+bb68ijGWmOe26TK8FXBdXp/eynP+vnycf34pZwWkrZCCASIKtG56jNLM/LnOvc5+qyyNKF7O5LX/zS5Al55WOJI21nMJMn6YGTf8by2lIrOJT/WeoJniXjfLblVnXaxWV9wqtRdnS3+ZbKTqA6IAKw0ZpyW0pzKz/lUMxwTf8oY02dJl/wWMbKn/xqHz/4/g/6GXjye8rtX/HKV3R7c3Hhxje68fTQhz20kx9xjLQSiakfYoZi4P0+I1jv+/HTtsjxiVaInLQHohXPLzFwocebfMRz3rNDV9JzXpl4QB0pU225OtxkKW2fQzt3VpjYoiYYXcfKwPt2H/vox6aLXuyijc+mpX5CVtnP2B+VdtJpYo7ykyf9jLiimH23wWKOnTZxXTGCXlJrT+gDSzxRTHHKZmbw0c1BPKZvztvUWI7EjzZI9fecLfcEEtm6vF/+wMt3e6kBq8vUJjSRheU88RwRErGKZ6Fq8ErybRNdofWFL3phlxf69QvloTyVSd7NS0Tl6gz/4SUfv3VdRLKPlf6j79j/qsH1l57rEl+ePf1kk5DRPuxz1EDW4qfI6OGRn+MUnztO9aeLXfRinTfl4nkt4qtixl1u4hNf1CSgaSZm1K/1cfVONj0aOBj1i5cow2LKy89B4ejzhjAi2+QeK3CTe1PcJf8Rh/B8z+0xbsKW4JfgRvgx/NftPjrTnePa7nssm+RzHif+o70TmBF+K/dOcY1wOkgdL5r+5V/+pVFj0rWMbWawVVqbwkbcgYlf7Pizl/x2E74Jdju8S2mLw6SfBkfsDqy/OVz8R3seZwzb5N4uzjzct0eRbcyZyDCBib0prRF2DmMAt+dkf2YruHm8eZrz7zn80vdWcbYKm+MCm7cnNzHlY6aiRRZht2ZOEHy7xTPHgYbgGe3QBn6MM7rH/AQ+frHBbzIJm9tz+KXw+M1hd5Ju4mzCkXC4RpjgXgoP3FYwiRdbHL95OgnfH3vEFZpGPPELnUk/pxqsbJwIMTtjAj/i2M494k78+MUOjqSf7yVbHHDBNbfHOCP+0T3CjPHnML5Hv7hjB88cLv6xpZE4SS9hc3sMT5wRZik8fuCtKDcx5MDFnuNdSg+M1U0Ysu9NcMKY4B/h+OU74bH3xlr+n8cJ/uDbDkfC4bHpuJXZ5/SFCIk8RlryC2yIDZHs+C3FC96EsQM/4hjxjOHx5xccY3j85unkO/HH7zFOcAV/7MCD9ZvDjXiDL7awMU6+2aOZwyRsKzxgEh47tCX+aG8HI27yvBWeEedW7nl6Szjnfr69CnxYnQ6olVwvie98pzuvkxnh4U8aa4CZI+FscRM//jPwdfjcf/4dXMErPLjnsPNvcZL+GD9wCfM9uhM+2tuFBza0JT32PG78Apu4c1t44sYe48RPvMAmfP4d3OIkjN+IY3QHPnbCYsc/6eWbHfxgEx5b+BwHv9GMsNz5jj3CcgffGL6doq99mDIkY2TfzNxvntD8e2+sfeMFJnZwxp77B0fshI/fiRs/9txv/g1mjovfaBKeuLH5c+d7jMM9xgtsYOZx5t/g+AVH4sU/31vFG8Pm6c/jL6XDL/4jrsTdyk68OcxWeMY4oxsO8fLLjGuOe4Qbw+a4EjanZf4NblPc4FiCWcIzhxvxcidv4Jbij37cY3xxRjPCxn8reDBzGuZ+wrfDEbqW0p/7BTb0jeFJJ35zW5z4JX7iJMz3HCaw7Dn8JthN/sE14onfJntO007j7sOUdxypGsloxows4RiJAzuHGcPnYUlnTIPf+L0pTuLO7THuHNf4Hbyx5/GClz+YMXx0B24n9jxe0l6KO4bN482/5/GXwvkt+c/jLn3vT7wxzuhewj/6jfke/bnn9cBvO9wjvsDyyw+OmCX8CZvbwcV/k3urOGPYGD/+I93xY29HI1xL+PgF5yaYhMce48xpmH8vwW5Ha3AkvXyP9ohjE9xS2sExjzP/DhwbniUzj+N7Djv/XsLDb58UEmmeAEA3zrwusZ0JjhFu7rfVd8KWaBhxbhc+wu6vO7Swt0tvJzAjHSO+uGODi3srvKEvsCP+Ecfovwk2ML9qePBsSn8M384dWmIHPvnO92gvhc3jj/DcS3H45TfCL8GO4Vu5t6ND3J3AJI1NtGzyD+7YwbMbO7hjizu6fcM/98t3bHA7NVvhm+PYCv+msLn//Huexvx7p/T9Urk7RLdg9t7PnQWMRFEP6Aqnm2h2Pg99wqHTOc91ztYX4EjNBc5/gfVRN/GWCJyh/6XPMU7cc1yOdtHjKs3ABNEcNv5zuPl34HZij2US+Dm+EWYeJk78YgdP4sXmv+Qe49Gv7JaRI0SufdZZ0XWcwI044Iz/3O2bEe4mk6M+bojN4++F2tm/o1EveelL+qqzI0eOD47pz7EshUk//rHn8cbvTTDJx6bwEcf+uB1xorbUscQ6l9tXoUfa4dxp2qE1dLiV6iiWTU6bZ/trxvTnaYw4EzbCJ3zJL2GxAzO3hccvsOykN/qN7qU4S+FzuPn3VnFG2LhjL8Xb5Jc4sUc4bnkV5uhcm003+sZDzg4455vtIgINWW4JOZDuwHSdr+vD+Q7Du4BBxeZ4MHqTe8Q7wsR/9OOOf2wapKTnIsBSeOBib8IX/53CjWltFRc+h95d0hgvZrhF5UD/eEMteHZjj/R6mseFFJcXXGZw0F0atOsFTr24XBM1mPHfKk0Xdhyoj1a0xImduPPv+Md28w1tLq64cONCkMP3tKptirvJPzg32YkXGxy3i0q0ps39t8OT+JvglvxdAtAvXBCSx+1wjDQt4YufSwbqQr9zu1P9JG7swI5pjmFxxx7hxrhL/onjQpQLNy6rqMfxUsUcx9J38CylsRV84sVegh1xbge3Kf5O/LfCvVVYcI8wUUm76fJIq+4cIwQJm6pNV0jd4nFd0g0gHV3l8NPxRgYUPLHhGN0j7q3cS3Hc4qnRI5/XXAAAIABJREFUpW8SzeMGPvZuw+fwW30njdgjLIZW52n3abRu3aHb7aUR9ldxu0ptUKS+080ot4qk4XoxvGhz88+tsjCJnaSn0xv4XB/eCfwSjLQxYmm7xuwGniuu6HOLzE2wpXg79Uu5xxYv7tj86uJE68CuWck+6Y0wY9x5+nO4efj47caf/uBWmQ6XuLFH2J26xTUpyq09tzrdOBN/jnf+PU9jDB/dc7ilb/DaBdWs4602N+OW4Pltl8am8NE/7rm9Kc3RP3FGWka/EXaTezv47cK3wuumr/ayJVNeQmDWh8HoTK545p583azpjstfAxQXgRJyHdrsZMTnyiF9uipRB1HBY3jccMA9fset0Wvw0Zscf7brsq7qGkByNXmnBRY49GFw+R7xe3Tz0EMP3SdshIvbbAIjcAUzDVaY671mOtFNHPgxDX5HfurI1sVBf4OZ5hg+uukNUPapD3HpJKAXwGwqsNHZ6np2/GKrh5GOuNW5QZj+j/iJE7d4cyY3hnOrAwNGqWbtdMV1/VsjpHt7hA8dwS9s/tsqTPy0mRHONX3txTXp+I/2PA8JC23j95ye+TdYbVqdqP95+NL3TvHXLbG1knZ9AK553Pn3PL2dhKc8wC7BJ5xqAfmMPuqklTix4z+3twufw/veKs5S2JJf8CYsdvzHdJbCRrhN7u3ijeHhq7tmypTsuGevM6kISnJCEObLDyPkZwTXEf34U1KSGXSU7dBDQGkHnDpniGSbTdb112YI4OeM29IcXown9+J1RjMw9/MxIB2CjgEKQ9A04h+/kwfhpZVsPfDQiUBPQ8LZdG9I1z15CvbpHBBnhOFGbxQbuWdP4UgYMxrR/dTSb6Fx36d0A/hR1hIa9+zZ050P85YeXRzRuzFPKwwOPeL7yTO9EFGQRNcIkQZc7uQbMOChH4GeB3VK/EE3xojfakgceg+ik0G4WbfXXtSh+nvdUXoHxrjJi3zDYaacsjLo0QESpS/opcwcLrNnaSW+PKgLg7t2os3MBzTlSFmUctVuDMyhpa5Id94zE1GnwW3ghc/A5yULOhUSTxskKlA3XmqhtMgqJOFb2fJMxKd86mx1xzE4pQ2Ii2Y6Vei/oLciStyDNzTmm22VkToxyOln+p4+AJ9fcNNbQtF6ynjEQ6GPgZYuDjjQlfTUJX0O2unhpbdDvITBpc0nT1Zo6nacNAR2TA8tJiN0UlgtJUw7oHdFfSl7eQmfCMyS/b3vfq/xmLjoN8k3fzorDMLSGycg6DJZUc4jjXHHlh63urbCG3mAdkoMaMUiH0SB+pB6mcdfonvJTzztRDnSWbIEs8/LI3MAnFxkP42Oli3MOow2TNmyBnOk+YmSGR0Ck4JPJnRQOIRZjpmNUQyU9DAYHVRnoRBkXD5jTqGDMiQVKmMajA558MEHN56nFtPTSZeW62MBStO3ylUoGIAZgNELU4zCH+lS3qJhgddZ5SGvoIR2tgqrzawOl3dKTrJMz8w24gt5hIc2KnFVPK1dFONQfEQGLdxAM6cbvFm78DA0slPxvGyBsYCxolDG4CjnUQdw0exHYQoGq05SduL4eXZIGRBL5WUKDZJYBDP3UoZVk0Eycea2/GSZq75KPWrLurWNwGoHBnDMgnIYedeR0YgGdPsZOIiEuPM6CBwYt7rGqChiotEvuDGZtDdpYCrCtIsuj2rT2hBZvFWcMJ2dIhwyYbPrKJcZmU/wL9nyrFzsu+Q5LEqEDDilt6LT0KGlj1Zh2m4G0TCZJdzoFw9+SrZMjqwCpGPwVWaYscmANqxcso8An37R+a52UBvCjSdM1t6E+sb47YWY2GTSo01TNAQnrXRwRfnYfDAf6dZGMB1pGdy1U+WjHWWAQY8wP5OHJUVCI06DmPasr6on7RhOtPrW5+DUrsc+Q4mRNmCvJSuqEW/c8MCtDPV5q354aBZUJsEvLXD2ShJ3kz3SAWb8pjRLfrJynONYM+V5ACRhhjI8/yFUZo10OpWKgMOSS6dQmWn0Mib+4TUSmz1xR8Vkp1MNxuzQCKSBaVgj84sKz1HbVNRl6uDSNQsRL8v6eX7m32aP6NB4hJlB+VYhvjFljNToaVQ3CNjMwWSCKwXNDrOkjUpnCYyBC95snukIGqPNL7MWuJUlbVriGO0NcMQgyiN4YvPLoAhvGozGkplfZJHwZLaq42PCGikaMF35IZ4JbrMNZRjVlvyTL6sG35iDtEYtbikH4dxWChibtNDo50mjpIOp6AC+9+zZszrLWc7SG0m+DZbowiwwF0xNPUjziKM0kdFSqFGbJdlANZCPg3FUyYZBwhPZrAE49JqtKzOzKTSmbnVmbzTudKaMQcxnynnKDMORngFEvjAHzNWAo3PKb8plyQ5T1l/McLVLkxZ1q60YkOU/jNbgjMEmj761EbNG+A0GmWlnD0QdCLPaMiBLw1uW+rTVhTAwykQ5bWLKVhgYlwmMOOnrBlrf2eCCA6PH+PEKg7jw/EI7W92YSOAPVkFh5NlsNLPNBASDDw62PIM3MGx1IMFgbIKmj8ArnyZHcBxUGuTQm3IxoPu+wx3usC5jbRTfszE7X+XDkfyENnTqR6O4MWHsfc4pV2IbTRV2PwNTHahhKqF+pbpmTa3k27fXPoo5tgam6lR9VA5wFUy7Kak+85nO3Ee4hDOOiVzjmtfoI0WPe+zj+qhdNfB9NLBd7rKX6+NGNUKunxQ61jH3kl5MtF8T9oxMMYLWatWIj/pzBGXJnP1sZ+8Xq4s59zGVatj7gHkloyprKqbU2qVqxtEapY57vL3P/sCb4zzsasAdnxJ2rxnEfK40UTE06zE0k1Xlt2Y3GuoYZee4IUPr1+lOe7p+5sZdfyZ5YCsbGrKKUfULFjXgtcJt9+lvdtObNWx1vNZApdyL+TUOt+JqFtjauJ785CdPtFpFO1fSQAcTm7tmi6x+8uvv7vN3Hb8Y2fTwRzy8/f2lHLiL6Uzf/8H3p2L2U80E+wmi6hStfL1msdMn93yyj/HJ76te/apWbF9MYzriDUdMXgv2ooY80hpGUxgNavIqf3m0oDpxa+mTn/Oe77ztLqYt+TaUpBfj7zLmQbMZzW7SqUGn6XXMrGbnfcySFjjGS9ElHuo64Fdsov13+gc+ZXe1q16tj7DR2KZ8PDkljMY39U8jGk1ufnOT+qbBrgaUDj520Q4/3Q9eFxEfLm1F3iluot2OtrvjHf94naayVubai1fPKfRBg+9i8P3oRDH36awHnLXbjeOVyr0Yw1TMsMtVOFMTiNZ8x+3ZtSXzzGc+s/OT59FobSuGOTm+6VXxGphas14NSK14nyY1deipp9GkPbGf97zndV5p2VOH8F20XlwpMVBHqQG027EPdc6k/A68/IHTqU55qqaddsklc5e73qUf7cDf9BHt12McefRCfOb2t7t9l33NpPtbm2r6nv+87qvy5qXzm918bx9soKP+kp/4aYfafzH+eO1jr5lyMpJQiBDIFFefSuY0veylL5tq9FmrwFOBNXPrxk55DFWGGgy1fTrij3649ykpDA9scMI7MkEMWkP99Gc+3fjgOvZxfnGE2jPuGEjgSl7XqvXQppEpuJoJTTVb6Jcp+Cc/0oybP5Nv52drtG7tYzWr2xs4/EtPnjCJRz/60R1C/WPiB9Q3VX6MgSFGQ3hfNW64vSXGwIdZYlpeKlFBjA4H3sD1ohe/aKoZeqv7FJZKZWMaNfvq11Ve9MIXTc977vMa1qDw5re8+Rcdp8pb2Sg36i51cJ3Fyw4GIh0aw06jk85WpmYI03Of89zuwFRaondeDuKr2x6YS13prW55q+kFz3/BVLO8Rk2tJzzilpy+B7I9e/Z0xzz44IOn8533fGuc2ktMJgI1q2yvq1z5Kj3Il7im26b2UKeC+oUVNH3/e99vxq/cXXqqGUmXufLAjJivfPkrrZozgyw/qlNvd/vbdd1gevAumaV8gwtD4/YKB4Zm0lAzz2ZwOqLvc57jnNOlLnmpZjZe4RjNiJu60poJd/A7SpUmPIwnjmp23oOKstH2vTBz3/vddypZfJcvOIOYdonxl7immTHmqu85808trnbwhje+odtYreZaVSm9IwYl9L73P98LVb/0UTP0dmPaS0Y62nMYuUkFNZbKvCc/xfTxC7TkDURlbDDYZG5y8E2636sbDNzA86OiK+WkT1AvikcdWBNEJn0ekz3BCfd98SbxGrD+ajbfzloJd9vF9L0QZNI2wp7hjGdoOHwKDFoYkxZ1JO91Oq0Hka3yIw6VpluZNVNORgL80pe9tCvMd1dOMRGmpt79qKDCN2MpcUMzLd/Xvc51pytf6cqtYxTheYaoRBzrmaBOIGPRHQynBy6N3p7XMeJIr5ZYPcorGB1dRhW8Snz6M56+ftAQkzP7YS55iUv2O3DgvXH3lre+pQtW3kbjWwM3eHivjJ7edA4dy/NMmJiGXmKE6V3vfNdUS/5u/GZX8jOWF/fIRJIWP+XA/OTHlYfKC52zmJJG72cAAoN5cmsMZj51BGn9Jl/wiQ9Ow3Shh9EhPQGEmTNwMspLnWDWHpfV+czajnPc40xvftObu/OZyRxWA5m05EG5o9lTVq957WumZz37WR0fnhJJTO/5z/dMz3nuc7qOzCzEWTLq6GEPf9g6yHt/Vh1mUrUM7fq69rWu3e3Es1f3vMc9e/X01a99dY1TGcWkbI9ZtNFN/PrDX98DTomG1h1aPqSTehFHu6q9jUbjAVYzqRL99DcGhB4zT/k28B5cA0Mpvm9mrZOWLL5hDZ5575HHPN++0SvNMHn9BHNSdmaWwg3ymAxzq1vfqhmrGSATBgBX8mBGqc0zaPFwMEM3N5M2a+XirTwPppoRn7jyiQl6/FPeMEK0mZGWSLJXfOIbpNSLlSjjodASYXVZGJTEOenJ9s6UhY8Tl9DLn+m2XWUIZw+K1VbRCb+2iA5GG8/A6FsYv5jgjX3GM+2d5OgjJepoMH3XijPGhEf9ZfDmnzKEPwZO/nOjjvQF4QaLF77ghfVc3KUbtorgl4y6NCgy9dpLP9Om7R1yyCH9dqA+vpVRX1uZfSgMwYijQD4dHALLL7M0BkNV+BrN/e93/549IfLu97h7PzTqXS4N8KDLH9QMDpNkjOQahqUzJeAMjUmUbitolUW5tk5t5nPY0w7rgpGWBqKjeCOvZNjThS58ocnjhjqm2c31rn+9vmn44pe8uOk2IymZWSun7oRmfzoaReZwu5Gl4TJ3uP0dJmKSkg31spfSa4zIu2iYFTFEZpcpL/FKXsjqBm/JaGmiIVoKaeCWcOAPP+LwLj+NxUxPGXtdGKM3SIAzuzEbNaMejfgaH5oxUg8PMPzBw4VpM2xLfrNEsyOm5IO9HPay9JFHHtmDzv3uf7/pHf/+jm6QGLzGjlkdccQRzdQMStIzwJr5aJAGTLOTJWMloR5L1tcvOYPRlryrhym6eahzP+axj2m6Ma6Xv+Llk1nhZz79mUaprqXzmc/u/eb+/7q735j/z6su4F+Hi27ikCfMJ442Gysk+2MnYJgYul8hq8xEgslq4sbaFTBxAuu66cxGWARt8IEEWDcTiBNxQQwNBDPZyOa2zmwYx+aKi10Dd7sHsGAEI/JIw/C8zu/3/np69fO57+/d/sa0153vff0751z/z/XvfM7F1HFbbzH1RRO7/D74qQd74jA4wlz0NzSswq3MDTqTPaZl0oupS9B22vpjDCbo73/r93c7KLNyeKz3ypUrhzqfDtrjbBOFNIyBOpPsutTuVqKYs3KbxJTjf/7+1QFJmb920TeY2ZfCPL7rO7/rOInIT44N7JQYba4fS7POnns3ZjX7UK3Y9CF9Wh3ZEb3zHe/s/m77XfcurYXP8YGdIsX40vzpf/nTh3rOqMMo99cXpCWOUacxM7/C+MM0lZFfGzly0I9f/apXd32aZD720Y81X4Bn1S6dvLsZurH1c+2g39itqmeM3oMCMSZk40n9Jq/i0FjzPOPByLO6Na7RZkx2+BCj6yWc3+obf3r44Yd5W6m+l9/f+pa39u/2V97+mDyAWdOceRL/ODMPmKfbjf0N1y7oCsmo6MsXt/DFcPuiykE9HB+VOLyuzPehOykNN5fiXES4UHE5Qcoit+k1qx2fTSEmBNehfT6EkJ7LEjRcnLmgEEaaoBq7w10CoO0SxM2ry6RcGrhIQNMt+yxXNUD7a+V4lBJwoVEr7r6YgkNsxwUMug74pVsr+b5NL4Z7PLgPLbZLTWUqxti28rtdr07Y+NUx+zLLhV8xpQ6TdxcDNXhaLEk6LhlcGsw8cyctl6tokfZwmeqGX90Lq3PvIx7ZbfT8tEcxgJYs4HcxSwrApR6/S1NpuNhCsxh6hxOVkq7LppoM+nLDBZ2LE+VNnmZe0Som1FICLnG0i4s3F5npEy5NXZTU4GrxMHl5y1ve0nlw+aHOtINyebIJLr8LP3Xl0lEf1CdcxBZzaimM5IkEjXym/C7uPliXzPwunUhbJO814I/vMtak233OW3fyrh3uvffextM/ZjmDz9aGypK61W+lAycXrS6ilUH/JT1AssFTZMbZbN+ZBrcvWdGF64JXfZJiKEbUZVCuYvg97vQF/aBWlZ1/7WQM89cipdMp5tMSBmi78NPWLhyJlbl85D87O+tLRZJHxTT74k6/J+kiL8ZwMabH1Ad6LjCVuSbAlo4gBqmvR7xS35AXNFwkfvITn+wLcP6MU7ykVvlH2sokXn0Z39zaR3r5Kadw/TVhbBeh6kYcvpI2mzD6pLY2Fmph2PiEF9JXCQLAV+aadPtpMH590phCK3RjT/pxJ46dbwgIUiR+2o+TvggyBpkCEd3AAMkZuqHGRGsl9ZjMKAjZT7fNMi8RtHRYDYgJGgAG/tnZWUtt8IPD3IWBI0qGjtvPMF904BGhkg6c/GpV1DgGqzDx4EkgGNQ6cWBTtviVifhaJAvIw2LEOgYYcpDyw4+RYNRorHTACiMBQGoiIkTKTK7YwJL/OnZoGjoLKZOIsMFXdumA2erwyTOph0hHEOI3cHR+gzQwbHXnfTZiTCkPZuRzWYzdbbRJEgORNzjKoLzSIIKWcrLJgLvJv6MkOLY+4gm+NsVotIeySPPs7KzbGMz8YRTerCN6lrbW7spkgEnPTT84XxrWTqLzDVZfIKGjjUza+uukzY9hS1v+SRH4KrReM2mJEnjgxZGQIacL3uSLkaSMBio8E02YS+ol6fFra/1Y2xrIdeZ4ZC7i9VOSLPqbiVmfiARB6CQ/04Zn3JEyUS8Y0iqxYSLDKDBD5TBhyYP+YVLBULQ7Bm1ynR94qd9aPTczlyftlfS1oT6S8ZF0TKBrHaQM2hLjJy2jHrVTYC3QMH4TjHGmj6lvUh/qDQ28A88IPWkqj8kB8zUxqYeIroIL46zd2xFPuAmRJIrJb0pzJT9guI1Xiy/8zsRMbFWcttdW6lZ+1YXFBHFf9my/STN02aubn1QQmntMefeNPpdOtoFF5Hhm+/naxuSMxhLcUv4UAy/bkdUNX9wM36J5UTycwNjS1czY5662ao4Fkn5oBzZvyCmLsKrGLlfiAz/p77lDS93M9NTles60FTbTmu6ZF+4YaUhzTS/xszzC4g98/Ck7mORb3HQ3/rXzOWVZ48EmLDac1SSOzaS+J1zqUZi8MuCYtc+FXkcu/9AJPDh9Fz20HFekfElPHIkYbeP4R7wxQOqkBnVfAG69vRY6Sd5TVsV4HtfmyUMN4MdIFwUv9laZEjb7TcLk31GZo4HP/8Hnu0845tJOKZty+KkPdzDBlWbiSG2kvmZe0kYznRUu8GxSHmjKQ+pRuDSFq2OXiekz4NInwU2TNBOWI1XwyYP6diH5jGc+oxWkBVZ68q5Okl7ipi0NcLWg6GD1mPc30U5+Rcqzs3Lpx9+O+pc6jS18y/093/s9hxIP3H2jb/dEWoOujCQZSkKxk6k9O5Xf+FWoGH7mFDqBDe6WDUYFl+zyobZjffHjrGfLhJ6GlX5MGjrxCV/zOOO5xQc3OLFTj5NGwgKzZ08cMDNd/jXNCd+w//cY8Cpu+cEc4a7Fr3SnP+5cMK35OMZfa0/+I33A18wMC85h5C9wmwN0gQutI52NNDJwRIGb+U9a7FmHT3v60x5zl/Le9733UDuoPmtdGTLcrbJmQIufpvNaXX6v7S8qk3i4K5z8E+EUjmn5i0nZvuRPfEnfCSQ8+eZvnMLbM2ignXT24BLu7sEv+Ywtza6bq3eXAT/CHQOGI2mGxog6OtGsle7RH0fXd/Wb5F/4SodfPDPPqTug/m3lN3Gr3elVYGzx3Ekz7hVv9T+GKQc5QHv+JBo78E/U3qIz04479nnpGIi1zeibfdIgMefhJv3YwZn2eXHgLoo/FWamueJslSFhsb9Q+VjzdZF/Kx8JS173aARuxsNhEhd7wsz4i9KYeOfBumC65ZZbWtRs4kz3Xl4mTNznwe7FCZ95PA8u6Zxi79GZuIGJPeMucgcn9h78Gj/LGpwJsxUfuD07+LEDt/oTfj3tmcZ076VxXLZuFTQExG3F7xGd4fCYSWvG77kDH9ykH3rn4ZnxVlnASQ/upDPde3QnzCnuNY09upcJV4akHTvlir3SC9z1zM+kOdOb4dO9wiSvezATPm44p+KhC/ZU+pPuikPq5pf+7S+1COYaJ29bYeeFpzyXtS9TnsvS/qOCn3U13Wv6aY81PP6nQl2kLFv2kSnPilgrTNxeRQQ29prISnf6V9jz/Ek/9hZs8sDegwvMjOfeM3vwMzy4k6aw8+gGZ9qhKWy6J0ziTqU94aZ7pXkZf+jMPHInHK3pnrQTvsKDCb3YweNPGDs0Er/aiY+9xu/5we/h7KW7B78Xvpf2eeEpO5pxnwf//0PcrJ+nSpmuV70/jhutnS8VNsMTJhPpKLOS9zIX2Bk/aSU8YbETnjRiz3juhINf/SsN/hU+MJMumPhXd+CnvUdzwqzuST9xe3SEz7jATzv0Ztj1ck/aMx/TvZXWxOPegk9Y7NDhT1jsxJ1nzzTPgxMX2NgTfi+/K8z0X0+3MsvDzMdWPq9nmteL1sznXtvthZ+XhyeCcx69/5fijkw5lZcO4Au2K7deaeHzr/+LX99C5FsZP7WjTPqTzlblJiz2hOf2RNWP/tiP9jkffRveDky+xXNv4SYPYJjpD/wsT2ASxz/dvhgk3L5lVjpbMAkLzZmfxLHdrPtwx+fXq1lxTk13C2/SXuMTt5fXPfiEw5vu0FvtwKzhF/knXtzJ6ym4gY09cRIWurFXmDV89U/4U92hIQ/JB9zpPpXWFwNOPlOG1Z75SVzCVr/wrbDAP6XsyNKt8nS0MlVBjz9av8jqTvi4z5PRC8xKP+ErbsL3bPDkUuUtHz/URcxRfvkUelswwhIee+aBXCRB9g+Mj0fIS9L85TWWCXs93fJCPpKspo8qyO5eT/qn0kqdxF7xyEOrCzKqkVMPzB5O4rfsy+KQxSZT6uMmMqklenVszy36a5j0ZppkUH3887a3va1/NN9NufKzs7OW3yXnHRn50FxpJfzJ2uiSRfaBCHnnJ0vvjxI/dRt7pk272u2vfGXLtW/FT9ingvukj0dmRcRNoL4+gT0y5XzFNStlq+MHf8LF7WMCX4dtwaxhqz802ITLqVyUR4Lovq7RsBNmdZ9Hb8LuwflYxiQwX1vx0YWPKYTB28Od9E9xr3QI4UvbxEi4nYD+eXTyIcYezEof3FbYHv5WOLWqvqLTHphy6MUOzupPOHvGTfeEWeH4fZlmkvYYgcnB5HVRHU2aM624TbS+9FIeEyKdvj5GSLx+LM4XcD4GSHjsSf96ubVrvjBV11N96vVK4wtNx1enFjZJx1g2hnxV68Mz4alDOrbzlV3gnwr2RUy5jy/mViju73j1dxzVTdoa+EafroiY+urs8Oa/9+ajaseEE9B3vEDomilG3Jq6bD2e+YxntqYyMPCzHfGtPOHtGALmFKpQPUjuOHDi+SkM+tI/9aV9tEJNJXqRQZ2wocdOuehwACN/rUay3Iyw+iqrdUIQ0E9YO+ofXRryrB7A9ras0r3v7fcdXve3X9f+pAEOLUqNTjHK9Mijj5RGuQdbD0foBLc6aTvVEZlSwu1bRr7kvVZuXT5KdKYineAQhifgD159yCf9A/xM7MCvtjSibCpxlEHRSZK8pgxdT9foguWna4SOj9Wo29T9ijfLEtrBh1cM8uDFZ8pkiLHRX7JV9uBMe9KLu76AO9SXXq2nQ73TfviSm1/S+aevhbIqynvIxJe+7w5HM/gX1eFM/1Q3edpaHLRkUU18h//1v68q+TkV/4sJl/qoT60fwzP0Z21VL8kcSsVAZ1EdOpIsNQTNP76Y+f5ipH08U07iqTx+avdU2mowj5tfcnPr1K0VxFGZCDha1Gji0mHve8d9h2946TccatvfCoh8SYTh1meVh9fc8ZpW+mGAUvbyyNkjnczHf/Xjh+/+W9/dCm/qm/xWq5n0MVJf6NVnla2M58Mf+nAr8pHHMPUMiuDExsidy2ro2pIe6lPKlmWOli6d/RV/9RWtu7dehmimFloYJsU2TH322VrjMDL5e/3dr08Sbf/8L/x8K0dSJnVDIQsz67UDrv3DhKRHrWZtvw90ARv0DOb+Q//wh1qxC8ZDUUp93nmgO3rLUB9Yn9l2upSkUP95zz33HD76sY8ev+yiPpPqROWgRY2Wv/qEuRXaYMyMdKlzhEeBEoVMFCxhcibLu+66q9tsnXS0qy+43lN0H/jIA4dPPfipw2/+1m8eGRXab7/v7d0GYClGUn6TMl3K8nv//fe3+4f/8Q8ffvd3ripSonhJnimk4a6V1lGhjXqtnUQr56HZi9HPMjl0wDn/9toFCt3EJkB9i4a6mM+VQi5ff1GNqc2o0lxN+o4Fyq/8h18pBU3390SU9Ni+PKWNUZ/RP1dj0UBh1E/9i5/qcqsrH4lQxGUc5Qs0tPJbaez5tSXs4hWhAAAXOklEQVRNgO4pfvu//vZjwKg7ld83/d03taZFkcm3BYTfeaY+Nz/oZ+DQYqc+9GMKzbIoQKd2Ij0eb3r+TUeyUWylnElb5GXLCYfubP05+VaPn3n4M90eWTzONJIOWx9/6DMPbbaPeO2LhzEWYsqehV8HPpF/czuQbUO2EL7VjwIRtieMzs7O+tyQLoAb6lt6W0VniTWQe9tB10NwKj+toMc2z+sPvrl3DEJ5C8U7fvRTgPMCBgUfjkxs1SkfcX4KPt/FU2JSDLgV7NBbURqtGrc0YbUylOTfNi/ulM/7ZBTYyIv0/BwL/PPSGUFfA6U4toZ5+WRusSiTAZ+yOluUX2d7U1ENnQ95rYWeBm4wziNTp8lPbFtitH2f/8FSLmP7TbcIZS3qTB2Ll2/6H+bRQGjEdq5KcUvKSKeAb/QpGaKXQ51Iz5bbdpEOg2z3pREdGepKWekbUGfKqN5t2Z1pUqqDhheWpx4GT1PBoffAlp4uCbotkj96U7Qt/QzOa6X5A/VKhaOo0mHbfvmSb+nn3NRZvnqgx4DuA3HwQped9lbv6MKJfosJt+cOfuzA0YcgvejCEJ43KqVDF0UxjmP6wWM7rlMG5dEG9D6kvtQxXQ36h7r1uo5+GHw6KbxOoz6lY0zpE+Ldbwiz7be9916huqV7I/izHNMtXh60gT4vX9pUG4gDS4GU9PRf4zNPl+mPyk4viTFBcZAHXafeEWNYOwlzLk+JFP0baOuD4Q3ybJz60YFBKVLSASteP6a06+zsrPGNL7T1W6+cUKLk6BBfMXaSf/b8uWOgH4Zuj8BoN32bngt5Vnd0/Ey9G8KND/dr6pf+keiJOTs7a30w+pn3D2vR1np2HKHhgUln5iPui44vjgqJ0nCxEViZskrFxHQIl2vO8jSqykujwivdoh2G6cmAJ5t0HgUw6Cid0WBfWVrV0MKINbDG4ddh0FHxzs4oKKJoiDYwNF2syKeBAh6ToKEKzsz/6qcpyvkgpSw0wRkUzh5VKDoqHo5zW43I7UeRisGjEU0QSQNjwAQDR1EQOs4fDbBSn9hMCMwcMIFnY8bKlNeKMXtnmTqjePWtfpNO0o49aXHTxCUPftpPGKaq3g0AfoqK0AyjoWwFvHZD16SjXYWlI9PyB4fCJTRccIk3SPj91I06NWD5MR5pS4/f2b9BqbNTiCQNnVicPhEFWOjQZEfjn36DIZsQwCmf+nIxhBkKy8/gs0CQLxPEXh0F/hRbnkxAqSs4FP0oB01wFBHtpZPLcgpv9F/9Tl2joe/IpzYyaUtDnaBlLNECSKmR8mo7sBgiXNrwtIVJUb/3Zpx4bTWZysxX3GxtZuKkfCjjGeMUR/GUiSD9UZ9W3zTmgfcosrRMJNpXnkxaeW9OH9J31UsmDwqP0I7GPeN4vogdfuGtyuQTD5BO7cqOk5EzdGHKjifgJ/Ebn+pm77FUE5E6ll9pUPJkwQcfTjTcubxHx8/zaHhB7aJbs58FRfryB2sSyASjj+NxLprVnckCfsoSerEvYsqPO77INqMye6jLs94mcTO2tfTr0tlq60ZnLFOJt50tQFVAh9ly/viP/fihOkFvA22vq7h95olGDdIOp1uAntsazH02KB3GFoZO2uqU/YJFzVL9jbsv9uTzRS96ceurtQWJnoOZfzSmnx7WatB+9YLO4Hf9s3f1cYXtbqlDPNxw4w1QWllNNVi7lYk+XDBf9qwva0Xaoakuimn09hNwTTSNQydtddTWsXyldPEqg6MTJnXETYcsnOosfS7Z8aU8xRk5XcjqAS159mOSduwOvPZv0i7GflTcTfmOc2Z1D6YGWbfPH1Q6DCXh1cFafzS6tYI6vuCCDqN+1LEyM/TtMp75ee1dr+3jCme6pRXs+MpKDdze0tHta7uYflG7nN4O0q2tTR2TeD6Jrl+G/uWfrCer6nHd3qIXo+2jlnf+03cePv3pT3fen171mzaHQ+8xZf/qjfnWb33Fsa464En8m+movxqoveX+imd/RfeL2RZpA/VSk9uhJvLu58pQk+LxSSttwehXX/X8r2rlPfxoqZ9aLHS/dxTo0YNp5MeY02aUshs/NcEdaqXZ22mw88iAP3m0vaanXP+sRdFR+by+Bob+cP1dv2U8ZKE/elQBvCMkZanJt/vE3W+4u9N27MQ4665JtXWfv+jFV49/0ECbfgp5rtXn4dv+2rc1vH/84SHJp36vbhzX0QmtXmtF37rHjQW84z3veU/fHyiL40iPH9z52jsPjiRDB31uSo8cnbgn4Ncujk2KoXa51KOnpYpZQ+mjHWO2duutp9tRkTbTNswt33TL4d5/dG+7a+HYx4DyWbv5A53KzMxDB5z4r5myAk8C6ViPfvbRY6PpCBpOBnQUA/1zv/W5HjQqyWfNLj/g1mzRyWOCMRSUOAtWuFo1dMXVVvpQq+PDHa+5o/E0HlM3+X126dxRh7v1yq2Hm776pqYbZgnOuRQZXnlLJxe+ZzSKDiYdZ3M6icsTDEenxjwYtMJg1UutxLtjeHtOnHMk5fT0E3o6OpPB6/xZWpTHaHznYnnzqwGv/fvl9/1yD1SdXf0wFLtj9Doa4406dZ3ypW06cvmXNtQe31QvkVx52ZVuV3nUKZkJE3RnyehjooEp0bYeFJ5tYtwvaFcMfBrMQ9lc8jEuwyi0n0a91CqwB+zznvu87kMGQW0h+9kwA1W5TE4MZe7f/u1/vd9hM5Fj5vJogJba0e6H6WNJ5/f+x+81HIbhpRUTyxM1s47VQ9oVPfWnPoV5p01bTZP6rd1At3vn/7/9TrenyTDtqB4xW489YNbCk+5//92rT0RhVF/+Z76834l03u6uhflPn7x6T5F0nX2bKJxpGg/oRMlOYEKboi5j0L0Ag5HUEUsvTviVS3zMDV95Q9flB+ocnzJ8z1hpr1Jn2iDaQdoWaMZFrfA7D7UjaLd+XCvghvX+ogWWF3DkNUZ9ZtGRsPTJ1Ffq1cMa6gXzN768uFOr/WaK9Shu95PaeR/rMvSMIbBvfNMbO8gjA9JQ/tqFdhh/2vqh//JQh6WfvepvvupQq+hDrXI7XH2adLQhHDxNva3qHRr4kv+ehngKDDd+jEbH1gCMylHBGAymaQVlACisSsKQXR6hVVuJIw5HOoTMo+OiTQFJeNT5VMP6Z/ZDCyOos6we3C4MMTbPTKmg97///Ud4DSl9aaYyj5EbjjSwMkzzvve+r1/lsJpk0DSoYuQf02bk4RO/+olmDOhJd2oFkydvfGH6VitRqVhbrcafdf2Nf/kbu05NdIxXU1xEYugYVOot+QYz8fn3zLOvrXDFp25q+9Tg6KnnhMtz3KEnXntbNTEGATyTBDPhrSZe+IIXdvjWv+Tf4HvBC19wwJipUtTBDWIDda8NraYffbQek60+8I773tE4VjhWLJhZ6oj0jXQwCAwP/ethsrv7Y9UnkpZ6lJZJTF9JeGzpmgTlz8JEnpTPxeob3vCGhq/z2u77nnEKE1wZk/pi7CK8HOJtP0+hPfd5z+3wMG/pSi/4W33ECtBll7yQJPI8FvN1X/t1/UqMdw8Z7RqGyO8JsFL43itjD9nGyL900qfsUIyLb/nmb+kXf4zfs7OznnS8G8hYROlX+pK4W152S1/yhoekn4AVxsx+xv/5wkcjBh/xtJgFo0VV8GYdqB+r7vt/7v5++o3fBa3VvrEqjplp5ZUX4eCV50f+yY80b+JH30s3Vu9eUrrllltq13Lj8QUieE/UPG1mHpH4X/d3XteiKhhEjMGjYCQKrF6oNVTBMRqTscWMnQJghPBUqJnZdsOXglZM2Wp5U4wx6zDCZ0M58sDk3NSjW+dKPWDd8NYlwObgaELX/ql0PzM12jEkPuQvjSPczO+1ZWmpE5OTl4Wt7olzKasHE3WGPMskr8pXZ4JNml+ZMVjlXI160InqjLB3BmZyUhg9uApXusopz+rZLfKWARMDVh5mvZHowGA/8u8/0vQwuDorPTKDkvfu8qRDo4UOGqETBpF0Es7vmSlSFquxCtRmdlbPv+n5/WadAZ6tsoHsWZ0wk5mGMvlpF/HeULv9b9zeK2UTJPFMcemv0pYnjFAfmeFrvi7yp97BhUGp00lT/civNBMeO+0h3uLlTz7jqhpLxzPKzhADI9HSb8PVkRVD7/dP/ORPHHcMHXjtHxExx2t1bnz4jV//jQ7Vnm/++28+pr+2e/Dlx47TEYSjAseCs/0eOXuk+1/yDS/MVn7Vv/6SeP66FA75piXMIo00h1WylbWJs+4eju9xkhqq8+8eQ7f9ldv63Uv5wFdM/vIfM/OXMOn/WuXdoi8LGVJG97zxnn4Fvc74u+3hJq9wtYsfSRfSYNzGv3GaRSc4ZbDzcaw4w9OuH/rwh/odUbAxvdsuPJP3y65ceQxjD8yl7ar8PpRebbfcRez4q0z2KwIuxhz8i6uKbHcxnfbXsUB/xOHQXXzNyn3Yj7YLCM8SBa8YQ198uMmthu9DcTAuCVzGuRF2CeayowZf55EwuQsKly9eUkDLhQPbpUpNFJtlkX7NzH3DXSvdxvHMUMrs4sTlQ3WOhnMhVQ3UF24uvaqz/GGdbx4P9uXJpYPLKGnnVt0FpDoQTrrAgT+a4JPWars8lSd16aLApYEyuhwC60JIfUhnXj6udPjdDLsgkncSHD6okX834PBzWagu3KpfuXLlDz/9nz99fOZHOi5vvNoSaQgSL2iT/EBDmWqwdX3x50dawCsSnl4i8QHH5Y+XX9Sfn0sUZXWrT7rGpaE8gPUySA20pudCqAbHMVwaNWEeX1xR38Lm5bKLKHVXk09fzKD5ZH4uI73Coq9Ji3RALtE+VBc/NTF0uAufrXTUh/zABQNXn1CP4F1qaycXnLXtbjh9uXaRfUmm/Wpr3a+4lMqDvtTLuKtVccOjTZKJlEee/5qvisx81UquL9DRMj7VuzwZzz5KyoWuvKCvv8PXhvpmyqk/wTf+xOsLLuqLIbdkj1dKbqyvOl3ki1dmX1kmL3feeecx78qrDSOBRBrE5TjYd9VHJvqjSzgXk+rTRSiegK/4ujiXvp6pEufC09hxiYeGPqcd9Wf08DAXcuJcCqs/9CIkQGBAmi4RpacvaQd9Cy3jKPWU8riUVnYXoMl74vbsiy76jtIXKwGdwwCScUzGkzjJ/B0liqNTyqyB7/a4XqLuwvJ7woWkQ531HAdXrfT6pl2loS29VIwOoNDCNJLna1SgG3YMe+bNQHHrSsLBs0aYq4ra+wQ8uBoGw8QY4Kr0xLFJDBgEOhkJCOJ2yjlhMGLMhGiOcOkT+SJKF+kKEwPG6GaXWA8mN2lMd8qsc6ljDasuInYDtlY4fSNuIORpq+BNWtzaRxmkbRDqqD9QTN2g014GXHCkozOTOFFmTPiGknIw6DAdE63Bpg+A0eFr1deTJYZCzAvDQkNHlyedzWRbq+PjjXnSY4NRz9JRFiJGiS9Z7R5QJkd5lW9xJGMwLx1f+pgz5i0PtSo+4msbdYShZEIL7VPstU5zs68f+qGrDsDp95i0+snTXEkjdNgmNDDqw2LDpIg5gHWLb2ypX0xGuZUvX4waQ8otHlPUx/QLDA6cPGV86oOeKBJGDDF5SJ7Y+rT+wK1OjUPpa2e09QFxJJ4wR8wKTRNtRNrEE3XUBvpZHbu0VAI6fiReSG3IB7E1UkveEzTO4fpxqwftSRLCgktfVE8kd4wX+cdY9SWM0cLGWIOP6asXfgyx7mN6YYgHyYN+iREnPbxB/clvJH3ERSQTDrd09UsTBakWMMa/eIsAvEP8yo/wEeNNf85CYqv+E8YmhoeuxUnyOe3HPQdl2W+5TiC6xFJ6K+VppReXpAOT+PaMf2v49HPbyrrQqkbpMyCozq1f+pde2hcBvoyrChkUt50r3WwttqGvhgYn9nmwiTsV9hS4LZitsKS9ZV8WPjRWvNUPbg2zZSXN8HBtUZ9Tbfa1f+GqpEVoXmSHXuyL4BO/BU+yxhmo7erNf/7mw8/+65893Pby2w7P/rNXz2mDa9tpe+qrMOed60VX4M6zZ/qO5kgf/fGnX32qyBGUjzae8+eecx6Jx8Sh5xy5Jss+pnKv8DVf/TUN46MEW3wf47hEcqREQsVxhj6tDT7w7z7QxzvFIA+25nnSyNj0yrRjr9+vLbhts+Mt4wesrytXM8smzsc9JGV8jehIIXcFwSPpUmz0UMzmcOMNNyb48Iv/5hcPn330s52XWjwdHnjggeOL7c5VndGWjHIfK378P3788PLbXn4o5tZlChF9qybQw7P+9LMS1GfLpJSK8TWs/KLjnNjRm0t/F+4+ZHL06R7jB//BD/YXf+rJkaePq4oJH9YXYn7mX/1MS3c5aohR/++ve7Bfr7bx0rb690FN7Vz7uM0lPp7l0h5tdSFNkl8+PnEs6Qjr7Oysy1eijU0n9Keduo9913fe1XxQP/21B69Kc0z4xzFlkUGOHYTVn/DVDlxs8Qrs0sM5as6DnMM4d3MGpcOeOpAmXW4mzHnGdcS1f6eE78FMOk/GvUdfOJMycG/BzrDpBn8ZM3Gne4/GRTAXxaMbmNh7aV0Uvoe/hq/+i+ieF48WM9uH/5Q0AjPtLVrCtkzwZtwTDVvxVv9MY7pPhQvOk4W/CD/xsbfSXeMCc4q9hTvDTCruf0wCteJvAQXn9fMidCud0HBRi5nvMeWrclJFIQiIpfPFFpb41RYXkzh4cSfObEfS4t3vfneLV5F0IOt69+vvPkprBJY98eOOPfMVtzhm+uOe4Q00/oGZuEljgBydW3FbYUeE4Vjhpn/mMyjJ14yLO7ixg8PeCpvx030e7IxLunv0Ez9xZjrcgWGfB7firf49/NAP/OpP+BOx92jthc80wKS8Lpcuu/DYSmPSTForXNJMPDswiYs/MAmPLXzPvcaFxhOx1/Ks+Zo0Z35WuOlfaU68SW9178GFtvg6nml1CFbxhAO+73u/72SGLD07gjqCWZM++jdXysfYSzhmYeKOHTJ0HNgKZAuX8GmvODNuyx341Z6wiZthT8QdOqs9aSVuhk33XnzCY0+cLfepcFu4wib+nnsPd8Vf4Sa9i+LOgw0uGGYdaDM+gyZh7FNoT/jV/WTxQ+8ydFbY1Y9mwmInnVPs4Ewb3qy/xJ1C7zIwXyi6ycMe/b3w4LFPgTkFfo/ODL/1m2/tD2z2VspXhQFnak/APROEngaOHZLOY85jyBM3OHu2NCd80mInLnbi9mjthQc/8aEderEnXGCCs9rBmeHwgzfjJ13wqz809sITv9ozPXEzzele8fiT1h5caE/c4AgLXsL44xYfd+zgBG+FT/wWbnDEXcYk7eDzJ+wydMDCC53zcEM/sHt+NMBMuoEN/fP8Ky7/VporDbTXsPhjJ/3YCWf7JZ3E79kTD0z8q3vF36MvPDRir7QmzKQ74RMubE0rcGt4cGZ4XZ6eu1LeZMpJIARXO/Gxk2D84Lfcwmb4Sjf+FWb1g0uawYkNVty0E3dZeyuNvbCZxxUmcbH38rHiTX/KE9zEzfDz6G/FhQaaW/FJK3bSOg82NCfMGrbSSbx0uBOfdFd7ws+4hIfGjLuMe8XnD+2UK/ZFdIN3WbgVj3+mmfitupqwe/EzP6EbmuKmO7BrWPzs0AjsTFd8YAMXG/x0B58dnNiT5oTjnjSmO3BoTPzpDn5g4mfPsISvYYFjb5mZH26XsiWFUfIXW9CV5gwOskRjEhY/O/GxExc/nLhXeOFbNENjwids0krYaodmYKeduNgrbvwXxQduy056axyaiYu9wmyFw5v52YJBZ4ZzT5zpTprCJk5gVtzATzt4sWfc6g5M6ItP2Grv4a7hl/EnjcvggE1+9/ATHvs8+qF1HsypcWhtpbkVhqbw4JyXj1NgTsnjmo/pn+knPHbyOtOYcaeEh4Z0Up6JF/ekO93B37Jn2HSv+OL2zITlzkdS86vBift/ABmmth7IIqX6AAAAAElFTkSuQmCC" alt="" /></p>
<p>First <em>OED</em> citation of the word <em>statehood,</em> from an article on the impeachment of Pres. Johnson and the nomination of Gen. Grant, in the <em>New York Times,</em> June 8, 1868.</p></blockquote>
]]></content:encoded>
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		<title>Language Forensics</title>
		<link>http://www.communicateclearlyokc.com/2011/07/language-forensics/</link>
		<comments>http://www.communicateclearlyokc.com/2011/07/language-forensics/#comments</comments>
		<pubDate>Sat, 23 Jul 2011 16:20:33 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Read]]></category>

		<guid isPermaLink="false">http://www.communicateclearlyokc.com/?p=238</guid>
		<description><![CDATA[By Ben Zimmer via The New York Times
IMAGINE, if you will, a young Mark Zuckerberg circa 2003, tapping out  e-mail messages from his Harvard dorm room. It’s a safe bet he never  would have guessed that eight years later a multibillion-dollar lawsuit  might hinge on whether he capitalized the word “Internet,” or [...]]]></description>
			<content:encoded><![CDATA[<p><em>By <a href="http://www.vocabulary.com/" target="_blank">Ben Zimmer</a> via <a href="http://www.nytimes.com/2011/07/24/opinion/sunday/24gray.html?_r=1" target="_blank">The New York Times</a></em></p>
<p>IMAGINE, if you will, a young Mark Zuckerberg circa 2003, tapping out  e-mail messages from his Harvard dorm room. It’s a safe bet he never  would have guessed that eight years later a multibillion-dollar lawsuit  might hinge on whether he capitalized the word “Internet,” or whether he  spelled “cannot” as one word or two.</p>
<p>But that is exactly the kind of stylistic minutiae being analyzed in a  lawsuit filed by Paul Ceglia, owner of a wood-pellet fuel company in  upstate New York. Mr. Ceglia says that a work-for-hire contract he  arranged with Mr. Zuckerberg, then an 18-year-old Harvard freshman,  entitles him to half of the Facebook fortune. He has backed up his claim  with e-mails purported to be from Mr. Zuckerberg, but Facebook’s  lawyers argue that the e-mail exchanges are fabrications.</p>
<p>When legal teams need to prove or disprove the authorship of key texts,  they call in the forensic linguists. Scholars in the field have tackled  the disputed origins of some prestigious works, from Shakespearean  sonnets to the Federalist Papers. But how reliably can linguistic  experts establish that Person A wrote Document X when Document X is an  e-mail — or worse, a terse note sent by instant message or Twitter?  After all, e-mails and their ilk give us a much more limited purchase on  an author’s idiosyncrasies than an extended work of literature. Does  digital writing leave fingerprints?</p>
<p>The law firm representing Mr. Zuckerberg called upon Gerald McMenamin,  emeritus professor of linguistics at California State University,  Fresno, to study the alleged Zuckerberg e-mails. (Normally, other data  like message headers and server logs could be used to pin down the  e-mails’ provenance, but Mr. Ceglia claims to have saved the messages in  Microsoft Word files.) Mr. McMenamin determined, in a report filed with  the court last month, that “it is probable that Mr. Zuckerberg is not  the author of the questioned writings.” Using “forensic stylistics,” he  reached his conclusion through a cross-textual comparison of 11  different “style markers,” including variant forms of punctuation,  spelling and grammar.</p>
<p>But Mr. McMenamin’s report has raised eyebrows in the forensic  linguistics community. Earlier this month, the outgoing president of the  International Association of Forensic Linguists, Ronald R. Butters,  publicly questioned whether Mr. McMenamin could actually establish that  Mr. Zuckerberg likely did not write the e-mails based on such slender  evidence. For example, the would-be Zuckerberg e-mails had one instance  of uncapitalized “internet,” while a sample of e-mails known to be sent  by Mr. Zuckerberg had two capitalized instances of “Internet.” “Are we  really doing ‘scientific’ and ‘linguistic’ analysis at all when we  simply note instances or absences of this or that superficial textual  feature?” Mr. Butters asked.</p>
<p>Some experts are more optimistic. Carole E. Chaski, president of Alias  Technology and executive director of the Institute for Linguistic  Evidence, has taken on what she terms “the keyboard dilemma,” that is,  “the problem of identifying the authorship of a document that was  produced by a computer to which multiple users had access.” She has  developed computer software that categorizes grammatical structures as  “marked” and “unmarked”: an unmarked noun phrase, for instance, has its  main noun at the end of a simple phrase (“our <em>marriage</em>,” “a <em>divorce</em>”), while a marked one has the noun in the beginning of a phrase (“<em>anything </em>you ask”) or in the middle (“the <em>rest </em>of  our lives”). These aspects of a writer’s syntax are relatively stable  across different styles of writing, Ms. Chaski argues. They are also  less prone to technological intervention — compared to spelling and  punctuation, which can be changed on the fly by spell-check and  autocorrect features.</p>
<p>Recently, a team of computer scientists at Concordia University in  Montreal took advantage of an unusual set of data to test another method  of determining e-mail authorship. In 2003, the Federal Energy  Regulatory Commission, as part of its investigation into Enron, released  into the public domain hundreds of thousands of employee e-mails, which  have become an important resource for forensic research. (Unlike  novels, newspapers or blogs, e-mails are a private form of communication  and aren’t usually available as a sizable corpus for analysis.)</p>
<p>Using this data, Benjamin C. M. Fung, who specializes in data mining,  and Mourad Debbabi, a cyber-forensics expert, collaborated on a program  that can look at an anonymous e-mail message and predict who wrote it  out of a pool of known authors, with an accuracy of 80 to 90 percent.  (Ms. Chaski claims 95 percent accuracy with her syntactic method.) The  team identifies bundles of linguistic features, hundreds in all. They  catalog everything from the position of greetings and farewells in  e-mails to the preference of a writer for using symbols (say, “$” or  “%”) or words (“dollars” or “percent”). Combining all of those features,  they contend, allows them to determine what they call a person’s  “write-print.”</p>
<p>Many linguists, however, would challenge the notion that the  “fingerprint,” a supposedly unique identifier, can be metaphorically  applied to writing. Surely we all have our own written quirks and  mannerisms — I tend to overuse em-dashes, for instance. But there is  just too much internal variability in any person’s body of writing to  imagine that we could take just a bit of it — a handful of e-mails — and  recognize some sort of linguistic DNA. That is all the more true when  it comes to digital genres like text messages, instant messages and  tweets, full of unusual spellings and innovative abbreviations, and  often sensitive to the type of device we’re using.</p>
<p>Still, these new quantitative approaches hold out the hope of at least  differentiating one author from another with a reasonable degree of  confidence. This can provide the kind of reliable foundation for  research that forensic stylistics as traditionally practiced cannot.  Hmm, or is that “can not”?</p>
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