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vector-pinnable-element"> <div class="vector-pinnable-header vector-toc-pinnable-header vector-pinnable-header-pinned" data-feature-name="toc-pinned" data-pinnable-element-id="vector-toc" > <h2 class="vector-pinnable-header-label">Contents</h2> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-pin-button" data-event-name="pinnable-header.vector-toc.pin">move to sidebar</button> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-unpin-button" data-event-name="pinnable-header.vector-toc.unpin">hide</button> </div> <ul class="vector-toc-contents" id="mw-panel-toc-list"> <li id="toc-mw-content-text" class="vector-toc-list-item vector-toc-level-1"> <a href="#" class="vector-toc-link"> <div class="vector-toc-text">Beginning</div> </a> </li> <li id="toc-Качество_правки" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Качество_правки"> <div class="vector-toc-text"> <span class="vector-toc-numb">1</span> <span>Качество правки</span> </div> </a> <button aria-controls="toc-Качество_правки-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle Качество правки subsection</span> </button> <ul id="toc-Качество_правки-sublist" class="vector-toc-list"> <li id="toc-Базовая_поддержка" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Базовая_поддержка"> <div class="vector-toc-text"> <span class="vector-toc-numb">1.1</span> <span>Базовая поддержка</span> </div> </a> <ul id="toc-Базовая_поддержка-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Расширенная_поддержка" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Расширенная_поддержка"> <div class="vector-toc-text"> <span class="vector-toc-numb">1.2</span> <span>Расширенная поддержка</span> </div> </a> <ul id="toc-Расширенная_поддержка-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Качество_статей" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Качество_статей"> <div class="vector-toc-text"> <span class="vector-toc-numb">2</span> <span>Качество статей</span> </div> </a> <button aria-controls="toc-Качество_статей-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle Качество статей subsection</span> </button> <ul id="toc-Качество_статей-sublist" class="vector-toc-list"> <li id="toc-New_article_evaluation" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#New_article_evaluation"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.1</span> <span>New article evaluation</span> </div> </a> <ul id="toc-New_article_evaluation-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Existing_article_assessment" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Existing_article_assessment"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.2</span> <span>Existing article assessment</span> </div> </a> <ul id="toc-Existing_article_assessment-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Topic_routing" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Topic_routing"> <div class="vector-toc-text"> <span class="vector-toc-numb">3</span> <span>Topic routing</span> </div> </a> <button aria-controls="toc-Topic_routing-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle Topic routing subsection</span> </button> <ul id="toc-Topic_routing-sublist" class="vector-toc-list"> <li id="toc-New_article_evaluation_2" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#New_article_evaluation_2"> <div class="vector-toc-text"> <span class="vector-toc-numb">3.1</span> <span>New article evaluation</span> </div> </a> <ul id="toc-New_article_evaluation_2-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Topic_interest_mapping" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Topic_interest_mapping"> <div class="vector-toc-text"> <span class="vector-toc-numb">3.2</span> <span>Topic interest mapping</span> </div> </a> <ul id="toc-Topic_interest_mapping-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Support_table" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Support_table"> <div class="vector-toc-text"> <span class="vector-toc-numb">4</span> <span>Support table</span> </div> </a> <ul id="toc-Support_table-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Использование_API" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Использование_API"> <div class="vector-toc-text"> <span class="vector-toc-numb">5</span> <span>Использование API</span> </div> </a> <ul id="toc-Использование_API-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-EventStream_usage" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#EventStream_usage"> <div class="vector-toc-text"> <span class="vector-toc-numb">6</span> <span>EventStream usage</span> </div> </a> <ul id="toc-EventStream_usage-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Локальное_использование" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Локальное_использование"> <div class="vector-toc-text"> <span class="vector-toc-numb">7</span> <span>Локальное использование</span> </div> </a> <ul id="toc-Локальное_использование-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Сноски" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Сноски"> <div class="vector-toc-text"> <span class="vector-toc-numb">8</span> <span>Сноски</span> </div> </a> <ul id="toc-Сноски-sublist" class="vector-toc-list"> </ul> </li> </ul> </div> </div> </nav> </div> </div> <div class="mw-content-container"> <main id="content" class="mw-body"> <header class="mw-body-header vector-page-titlebar"> <nav aria-label="Contents" class="vector-toc-landmark"> <div id="vector-page-titlebar-toc" class="vector-dropdown vector-page-titlebar-toc vector-button-flush-left" > <input type="checkbox" id="vector-page-titlebar-toc-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-vector-page-titlebar-toc" class="vector-dropdown-checkbox " aria-label="Toggle the table of contents" > <label id="vector-page-titlebar-toc-label" for="vector-page-titlebar-toc-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--icon-only " aria-hidden="true" ><span class="vector-icon mw-ui-icon-listBullet mw-ui-icon-wikimedia-listBullet"></span> <span class="vector-dropdown-label-text">Toggle the table of contents</span> </label> <div class="vector-dropdown-content"> <div id="vector-page-titlebar-toc-unpinned-container" class="vector-unpinned-container"> </div> </div> </div> </nav> <h1 id="firstHeading" class="firstHeading mw-first-heading">ORES</h1> <div class="mw-indicators"> </div> </header> <div class="vector-page-toolbar"> <div class="vector-page-toolbar-container"> <div id="left-navigation"> <nav aria-label="Namespaces"> <div id="p-associated-pages" class="vector-menu vector-menu-tabs mw-portlet mw-portlet-associated-pages" > <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li id="ca-nstab-main" class="selected vector-tab-noicon mw-list-item"><a href="/wiki/ORES/ru" title="View the content page [c]" accesskey="c"><span>Page</span></a></li><li id="ca-talk" class="new vector-tab-noicon mw-list-item"><a href="/w/index.php?title=Talk:ORES/ru&action=edit&redlink=1" rel="discussion" class="new" title="Discussion about the content page (page does not exist) [t]" accesskey="t"><span>Discussion</span></a></li> </ul> </div> </div> <div id="vector-variants-dropdown" class="vector-dropdown emptyPortlet" > <input type="checkbox" id="vector-variants-dropdown-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-vector-variants-dropdown" class="vector-dropdown-checkbox " aria-label="Change language variant" > <label id="vector-variants-dropdown-label" for="vector-variants-dropdown-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet" aria-hidden="true" ><span class="vector-dropdown-label-text">русский</span> </label> <div class="vector-dropdown-content"> <div id="p-variants" class="vector-menu mw-portlet mw-portlet-variants emptyPortlet" > <div class="vector-menu-content"> <ul class="vector-menu-content-list"> </ul> </div> </div> </div> </div> </nav> </div> <div id="right-navigation" class="vector-collapsible"> <nav aria-label="Views"> <div id="p-views" class="vector-menu vector-menu-tabs mw-portlet mw-portlet-views" > <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li id="ca-view" class="selected vector-tab-noicon mw-list-item"><a href="/wiki/ORES/ru"><span>Read</span></a></li><li id="ca-edit" class="vector-tab-noicon mw-list-item"><a href="/w/index.php?title=Special:Translate&group=page-ORES&action=page&filter=&language=ru" title="Edit this page [e]" accesskey="e"><span>Translate</span></a></li><li id="ca-history" class="vector-tab-noicon mw-list-item"><a href="/w/index.php?title=ORES/ru&action=history" title="Past revisions of this page [h]" accesskey="h"><span>View history</span></a></li> </ul> </div> </div> </nav> <nav class="vector-page-tools-landmark" aria-label="Page tools"> <div id="vector-page-tools-dropdown" class="vector-dropdown vector-page-tools-dropdown" > <input type="checkbox" id="vector-page-tools-dropdown-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-vector-page-tools-dropdown" class="vector-dropdown-checkbox " aria-label="Tools" > <label id="vector-page-tools-dropdown-label" for="vector-page-tools-dropdown-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet" aria-hidden="true" ><span class="vector-dropdown-label-text">Tools</span> </label> <div class="vector-dropdown-content"> <div id="vector-page-tools-unpinned-container" class="vector-unpinned-container"> <div id="vector-page-tools" class="vector-page-tools vector-pinnable-element"> <div class="vector-pinnable-header vector-page-tools-pinnable-header vector-pinnable-header-unpinned" data-feature-name="page-tools-pinned" data-pinnable-element-id="vector-page-tools" data-pinned-container-id="vector-page-tools-pinned-container" data-unpinned-container-id="vector-page-tools-unpinned-container" > <div class="vector-pinnable-header-label">Tools</div> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-pin-button" data-event-name="pinnable-header.vector-page-tools.pin">move to sidebar</button> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-unpin-button" data-event-name="pinnable-header.vector-page-tools.unpin">hide</button> </div> <div id="p-cactions" class="vector-menu mw-portlet mw-portlet-cactions emptyPortlet vector-has-collapsible-items" title="More options" > <div class="vector-menu-heading"> Actions </div> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li id="ca-more-view" class="selected vector-more-collapsible-item mw-list-item"><a href="/wiki/ORES/ru"><span>Read</span></a></li><li id="ca-more-edit" class="vector-more-collapsible-item mw-list-item"><a href="/w/index.php?title=Special:Translate&group=page-ORES&action=page&filter=&language=ru" title="Edit this page [e]" accesskey="e"><span>Translate</span></a></li><li id="ca-more-history" class="vector-more-collapsible-item mw-list-item"><a href="/w/index.php?title=ORES/ru&action=history"><span>View history</span></a></li> </ul> </div> </div> <div id="p-tb" class="vector-menu mw-portlet mw-portlet-tb" > <div class="vector-menu-heading"> General </div> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li id="t-whatlinkshere" class="mw-list-item"><a href="/wiki/Special:WhatLinksHere/ORES/ru" title="A list of all wiki pages that link here [j]" accesskey="j"><span>What links here</span></a></li><li id="t-recentchangeslinked" class="mw-list-item"><a href="/wiki/Special:RecentChangesLinked/ORES/ru" rel="nofollow" title="Recent changes in pages linked from this page [k]" accesskey="k"><span>Related changes</span></a></li><li id="t-upload" class="mw-list-item"><a href="//commons.wikimedia.org/wiki/Special:UploadWizard" title="Upload files [u]" accesskey="u"><span>Upload file</span></a></li><li id="t-specialpages" class="mw-list-item"><a href="/wiki/Special:SpecialPages" title="A list of all special pages [q]" accesskey="q"><span>Special pages</span></a></li><li id="t-permalink" class="mw-list-item"><a href="/w/index.php?title=ORES/ru&oldid=6840447" title="Permanent link to this revision of this page"><span>Permanent link</span></a></li><li id="t-info" class="mw-list-item"><a href="/w/index.php?title=ORES/ru&action=info" title="More information about this page"><span>Page information</span></a></li><li id="t-cite" class="mw-list-item"><a href="/w/index.php?title=Special:CiteThisPage&page=ORES%2Fru&id=6840447&wpFormIdentifier=titleform" title="Information on how to cite this page"><span>Cite this page</span></a></li><li id="t-urlshortener" class="mw-list-item"><a href="/w/index.php?title=Special:UrlShortener&url=https%3A%2F%2Fwww.mediawiki.org%2Fwiki%2FORES%2Fru"><span>Get shortened URL</span></a></li><li id="t-urlshortener-qrcode" class="mw-list-item"><a href="/w/index.php?title=Special:QrCode&url=https%3A%2F%2Fwww.mediawiki.org%2Fwiki%2FORES%2Fru"><span>Download QR code</span></a></li> </ul> </div> </div> <div id="p-coll-print_export" class="vector-menu mw-portlet mw-portlet-coll-print_export" > <div class="vector-menu-heading"> Print/export </div> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li id="coll-create_a_book" class="mw-list-item"><a href="/w/index.php?title=Special:Book&bookcmd=book_creator&referer=ORES%2Fru"><span>Create a book</span></a></li><li id="coll-download-as-rl" class="mw-list-item"><a href="/w/index.php?title=Special:DownloadAsPdf&page=ORES%2Fru&action=show-download-screen"><span>Download as PDF</span></a></li><li id="t-print" class="mw-list-item"><a href="/w/index.php?title=ORES/ru&printable=yes" title="Printable version of this page [p]" accesskey="p"><span>Printable version</span></a></li> </ul> </div> </div> <div id="p-wikibase-otherprojects" class="vector-menu mw-portlet mw-portlet-wikibase-otherprojects emptyPortlet" > <div class="vector-menu-heading"> In other projects </div> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> </ul> </div> </div> </div> </div> </div> </div> </nav> </div> </div> </div> <div class="vector-column-end"> <div class="vector-sticky-pinned-container"> <nav class="vector-page-tools-landmark" aria-label="Page tools"> <div id="vector-page-tools-pinned-container" class="vector-pinned-container"> </div> </nav> <nav class="vector-appearance-landmark" aria-label="Appearance"> <div id="vector-appearance-pinned-container" class="vector-pinned-container"> <div id="vector-appearance" class="vector-appearance vector-pinnable-element"> <div class="vector-pinnable-header vector-appearance-pinnable-header vector-pinnable-header-pinned" data-feature-name="appearance-pinned" data-pinnable-element-id="vector-appearance" data-pinned-container-id="vector-appearance-pinned-container" data-unpinned-container-id="vector-appearance-unpinned-container" > <div class="vector-pinnable-header-label">Appearance</div> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-pin-button" data-event-name="pinnable-header.vector-appearance.pin">move to sidebar</button> <button class="vector-pinnable-header-toggle-button vector-pinnable-header-unpin-button" data-event-name="pinnable-header.vector-appearance.unpin">hide</button> </div> </div> </div> </nav> </div> </div> <div id="bodyContent" class="vector-body" aria-labelledby="firstHeading" data-mw-ve-target-container> <div class="vector-body-before-content"> <div id="siteSub" class="noprint">From mediawiki.org</div> </div> <div id="contentSub"><div id="mw-content-subtitle"></div></div> <div id="mw-content-text" class="mw-body-content"><div class="mw-pt-translate-header noprint" dir="ltr" lang="en">This page is a <span class="plainlinks"><a class="external text" href="https://www.mediawiki.org/w/index.php?title=Special:Translate&group=page-ORES&action=page&filter=&language=ru">translated version</a></span> of the page <a href="/wiki/ORES" title="ORES">ORES</a> and the translation is 35% complete.</div><div class="mw-content-ltr mw-parser-output" lang="ru" dir="ltr"><div class="mw-pt-languages noprint navigation-not-searchable" lang="en" dir="ltr"><div class="mw-pt-languages-label">Languages:</div><ul class="mw-pt-languages-list"><li><a href="/wiki/ORES/id" class="mw-pt-progress mw-pt-progress--high" title="ORES (93% translated)" lang="id" dir="ltr">Bahasa Indonesia</a></li> <li><a href="/wiki/ORES/de" class="mw-pt-progress mw-pt-progress--low" title="ORES (10% translated)" lang="de" dir="ltr">Deutsch</a></li> <li><a href="/wiki/ORES" class="mw-pt-languages-ui mw-pt-progress mw-pt-progress--complete" title="ORES (100% translated)" lang="en" dir="ltr">English</a></li> <li><a href="/wiki/ORES/eo" class="mw-pt-progress mw-pt-progress--low" title="ORES/eo (7% translated)" lang="eo" dir="ltr">Esperanto</a></li> <li><a href="/wiki/ORES/nl" class="mw-pt-progress mw-pt-progress--complete" title="ORES (100% translated)" lang="nl" dir="ltr">Nederlands</a></li> <li><a href="/wiki/ORES/tr" class="mw-pt-progress mw-pt-progress--high" title="ORES (93% translated)" lang="tr" dir="ltr">Türkçe</a></li> <li><a href="/wiki/ORES/es" class="mw-pt-progress mw-pt-progress--med" title="ORES (46% translated)" lang="es" dir="ltr">español</a></li> <li><a href="/wiki/ORES/fr" class="mw-pt-progress mw-pt-progress--complete" title="ORES (100% translated)" lang="fr" dir="ltr">français</a></li> <li><a href="/wiki/ORES/gl" class="mw-pt-progress mw-pt-progress--low" title="ORES (9% translated)" lang="gl" dir="ltr">galego</a></li> <li><a href="/wiki/ORES/hu" class="mw-pt-progress mw-pt-progress--low" title="ORES (5% translated)" lang="hu" dir="ltr">magyar</a></li> <li><a href="/wiki/ORES/pl" class="mw-pt-progress mw-pt-progress--low" title="ORES/pl (7% translated)" lang="pl" dir="ltr">polski</a></li> <li><a href="/wiki/ORES/pt-br" class="mw-pt-progress mw-pt-progress--high" title="ORES (87% translated)" lang="pt-BR" dir="ltr">português do Brasil</a></li> <li><a href="/wiki/ORES/fi" class="mw-pt-progress mw-pt-progress--low" title="ORES (2% translated)" lang="fi" dir="ltr">suomi</a></li> <li><a href="/wiki/ORES/sv" class="mw-pt-progress mw-pt-progress--low" title="ORES (13% translated)" lang="sv" dir="ltr">svenska</a></li> <li><a href="/wiki/ORES/cs" class="mw-pt-progress mw-pt-progress--low" title="ORES (3% translated)" lang="cs" dir="ltr">čeština</a></li> <li><span class="mw-pt-languages-selected mw-pt-progress mw-pt-progress--med" lang="ru" dir="ltr">русский</span></li> <li><a href="/wiki/ORES/uk" class="mw-pt-progress mw-pt-progress--high" title="ORES (93% translated)" lang="uk" dir="ltr">українська</a></li> <li><a href="/wiki/ORES/ar" class="mw-pt-progress mw-pt-progress--low" title="أو إي آر إس (3% translated)" lang="ar" dir="rtl">العربية</a></li> <li><a href="/wiki/ORES/fa" class="mw-pt-progress mw-pt-progress--med" title="ساعن (48% translated)" lang="fa" dir="rtl">فارسی</a></li> <li><a href="/wiki/ORES/zh" class="mw-pt-progress mw-pt-progress--med" title="ORES (67% translated)" lang="zh" dir="ltr">中文</a></li> <li><a href="/wiki/ORES/ja" class="mw-pt-progress mw-pt-progress--med" title="ORES (68% translated)" lang="ja" dir="ltr">日本語</a></li> <li><a href="/wiki/ORES/nan" class="mw-pt-progress mw-pt-progress--med" title="ORES (24% translated)" lang="nan" dir="ltr">閩南語 / Bân-lâm-gú</a></li> <li><a href="/wiki/ORES/ko" class="mw-pt-progress mw-pt-progress--low" title="ORES (9% translated)" lang="ko" dir="ltr">한국어</a></li></ul></div> <table class="warning-message" style="background-color: var( --background-color-error-subtle, #ffe9e5 ); color: var( --color-base, #202122 ); border: 1px var( --border-color-error, #9f3526 ) solid; box-sizing: border-box; margin: 0.5em 0; padding: 0.5em;"><tbody><tr><td style="white-space: nowrap; vertical-align: top;"><span style="position: relative; top: -2px;"><span typeof="mw:File"><span><img alt="Внимание" src="//upload.wikimedia.org/wikipedia/commons/thumb/b/bf/OOjs_UI_icon_notice-destructive.svg/18px-OOjs_UI_icon_notice-destructive.svg.png" decoding="async" width="18" height="18" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/b/bf/OOjs_UI_icon_notice-destructive.svg/27px-OOjs_UI_icon_notice-destructive.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/b/bf/OOjs_UI_icon_notice-destructive.svg/36px-OOjs_UI_icon_notice-destructive.svg.png 2x" data-file-width="20" data-file-height="20"/></span></span></span> <b>Внимание:</b> </td><td style="padding-left: 0.5em vertical-align: top;"><span lang="en" dir="ltr" class="mw-content-ltr">The ORES infrastructure is being deprecated by the Machine Learning team, please check <a href="https://wikitech.wikimedia.org/wiki/ORES" class="extiw" title="wikitech:ORES">wikitech:ORES</a> for more info.</span></td></tr></tbody></table> <style data-mw-deduplicate="TemplateStyles:r6605224">.mw-parser-output .tpl-sidebar{background-color:var(--background-color-interactive-subtle,#f8f9fa);border:1px solid var(--border-color-divider,#a2a9b1);color:var(--color-base,#202122);width:22em;padding:.2em;text-align:center;line-height:1.4em;font-size:88%}.mw-parser-output .tpl-sidebar-pagedir-ltr,.mw-parser-output .tpl-sidebar.tpl-sidebar-floatright{float:right;clear:right;margin:.5em 0 1em 1em}.mw-parser-output .tpl-sidebar-pagedir-rtl,.mw-parser-output .tpl-sidebar.tpl-sidebar-floatleft{float:left;clear:left;margin:.5em 1em 1em 0}.mw-parser-output .tpl-sidebar.tpl-sidebar-floatnone{float:none;clear:both;margin:.5em 0 1em 1em}.mw-parser-output .tpl-sidebar>caption{padding-bottom:.2em;font-size:125%;line-height:1.2em;font-weight:bold}.mw-parser-output .tpl-sidebar>tbody>tr>th,.mw-parser-output .tpl-sidebar>tbody>tr>td{padding:0}.mw-parser-output .tpl-sidebar .tpl-sidebar-topimage>td{padding:.4em 0}.mw-parser-output .tpl-sidebar-imagecaption{padding-top:.2em;line-height:1.2em}.mw-parser-output .tpl-sidebar .tpl-sidebar-pretitle>td{padding-top:.4em;line-height:1.2em}.mw-parser-output .tpl-sidebar .tpl-sidebar-topimage+.tpl-sidebar-pretitle>td{padding-top:.2em}.mw-parser-output .tpl-sidebar .tpl-sidebar-title>th{padding:.2em .4em .2em;font-size:145%;line-height:1.2em}.mw-parser-output .tpl-sidebar .tpl-sidebar-pretitle+.tpl-sidebar-title>th{padding-top:0}.mw-parser-output .tpl-sidebar .tpl-sidebar-image>td{padding:.2em 0 .4em}.mw-parser-output .tpl-sidebar .tpl-sidebar-abovebelow>td{padding:.3em .4em;font-weight:bold}.mw-parser-output .tpl-sidebar .tpl-sidebar-heading>th{padding-top:.2em}.mw-parser-output .tpl-sidebar .tpl-sidebar-image~.tpl-sidebar-heading-first>th{padding-top:.4em}.mw-parser-output .tpl-sidebar .tpl-sidebar-content>td{padding-bottom:.2em}.mw-parser-output .tpl-sidebar :not(.tpl-sidebar-heading)+.tpl-sidebar-content-first>td{padding-top:.2em}.mw-parser-output .tpl-sidebar-navbar>td{font-size:115%}.mw-parser-output .tpl-sidebar-pagedir-ltr .tpl-sidebar-navbar>td{text-align:right}.mw-parser-output .tpl-sidebar-pagedir-rtl .tpl-sidebar-navbar>td{text-align:left}</style><table class="vertical-navbox tpl-sidebar tpl-sidebar-pagedir-ltr nowraplinks" role="navigation" style="width:22em; border-spacing: 0.4em 0; text-align: left; padding: 1.5em; margin: 0 0 2em 2em;"><tbody><tr class="tpl-sidebar-title"> <th class="" style="font-size: 19px; font-weight: 700;">ORES <figure class="mw-halign-right" typeof="mw:File"><a href="/wiki/File:Objective_Revision_Evaluation_Service_logo.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/5/51/Objective_Revision_Evaluation_Service_logo.svg/48px-Objective_Revision_Evaluation_Service_logo.svg.png" decoding="async" width="48" height="48" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/5/51/Objective_Revision_Evaluation_Service_logo.svg/72px-Objective_Revision_Evaluation_Service_logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/51/Objective_Revision_Evaluation_Service_logo.svg/96px-Objective_Revision_Evaluation_Service_logo.svg.png 2x" data-file-width="261" data-file-height="261"/></a><figcaption></figcaption></figure></th> </tr><tr class="tpl-sidebar-abovebelow"> <td class="" style="font-weight: 400;"> <ul><li><b><a href="/wiki/Special:MyLanguage/ORES" title="Special:MyLanguage/ORES">ORES home page</a></b><span style="display:none"><a href="/wiki/ORES" title="ORES"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-heading tpl-sidebar-heading-first"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><b>Get ORES</b></th> </tr><tr class="tpl-sidebar-content tpl-sidebar-content-first"> <td class="" style=";"> <ul><li><b><a href="/wiki/Special:MyLanguage/ORES/Get_support" title="Special:MyLanguage/ORES/Get support">Get support</a><span style="display:none"><a href="/wiki/ORES/Get_support" title="ORES/Get support"> </a></span></b> <ul><li><a href="https://iw.toolforge.org/ores-support-checklist/" class="extiw" title="toolforge:ores-support-checklist/">Ongoing campaigns and statistics</a></li></ul></li> <li><a href="/wiki/Special:MyLanguage/ORES/BWDS_review" title="Special:MyLanguage/ORES/BWDS review">Bad words revision</a><span style="display:none"><a href="/wiki/ORES/BWDS_review" title="ORES/BWDS review"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-heading"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><b>Use ORES</b></th> </tr><tr class="tpl-sidebar-content"> <td class="" style=";"> <ul><li><a class="external text" href="https://ores.wikimedia.org">Production and API</a></li> <li><a href="/wiki/Special:MyLanguage/ORES/Applications" title="Special:MyLanguage/ORES/Applications">Tools that use ORES</a><span style="display:none"><a href="/wiki/ORES/Applications" title="ORES/Applications"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/ORES/Scholarship" title="Special:MyLanguage/ORES/Scholarship">Research involving ORES</a><span style="display:none"><a href="/wiki/ORES/Scholarship" title="ORES/Scholarship"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-heading"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><b>Feedback and how to join</b></th> </tr><tr class="tpl-sidebar-content"> <td class="" style=";"> <ul><li><b><a href="/wiki/Talk:ORES" title="Talk:ORES">Give feedback and discuss</a></b></li> <li><a href="/wiki/Special:MyLanguage/ORES/Issues" title="Special:MyLanguage/ORES/Issues">Known issues and bugs to fix</a><span style="display:none"><a href="/wiki/ORES/Issues" title="ORES/Issues"> </a></span></li> <li><a href="https://wikitech.wikimedia.org/wiki/ORES" class="extiw" title="wikitech:ORES">Manual and incidents on Wikitech</a></li></ul></td> </tr><tr class="tpl-sidebar-heading"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><b>The team</b></th> </tr><tr class="tpl-sidebar-content"> <td class="" style=";"> <ul><li><a href="/wiki/Special:MyLanguage/Machine_Learning" title="Special:MyLanguage/Machine Learning">Wikimedia Machine Learning team</a><span style="display:none"><a href="/wiki/Machine_Learning" title="Machine Learning"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-navbar"> <td style=""><style data-mw-deduplicate="TemplateStyles:r4692751">.mw-parser-output .navbar{display:inline;font-size:88%;font-weight:normal}.mw-parser-output .navbar ul{display:inline;white-space:nowrap}.mw-parser-output .navbar li{word-spacing:-0.125em}.mw-parser-output .navbox .navbar{display:block;font-size:100%}.mw-parser-output .navbox-title .navbar{float:left;text-align:left;margin-right:0.5em;width:6em}</style><span class="noprint plainlinks navbar" style=""><small><span style="white-space:nowrap;word-spacing:-.12em;"><a href="/wiki/Template:ORES_navigation" title="Template:ORES navigation"><span style="" title="Посмотреть этот шаблон">п</span></a><span style=""> <b>·</b> </span><a class="external text" href="https://www.mediawiki.org/wiki/Template_talk:ORES_navigation"><span style="" title="Обсудить этот шаблон">о</span></a><span style=""> <b>·</b> </span><a class="external text" href="https://www.mediawiki.org/w/index.php?title=Template:ORES_navigation&action=edit"><span style="" title="Изменить этот шаблон">р</span></a></span></small></span></td> </tr> </tbody></table> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r6605224"><table class="vertical-navbox tpl-sidebar tpl-sidebar-pagedir-ltr nowraplinks" role="navigation" style="width:22em; border-spacing: 0.4em 0; text-align: left; padding: 1.5em; margin: 0 0 2em 2em; min-width: 380px;"><tbody><tr class="tpl-sidebar-title"> <th class="" style="font-size: 19px; font-weight: 700;">Улучшение просмотра правок</th> </tr><tr class="tpl-sidebar-abovebelow"> <td class="" style="font-weight: 400;"> <ul><li><a href="/wiki/Special:MyLanguage/Edit_Review_Improvements" title="Special:MyLanguage/Edit Review Improvements">Улучшение просмотра правок</a><span style="display:none"><a href="/wiki/Edit_Review_Improvements" title="Edit Review Improvements"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:Edit_Review_Improvements/Glossary" title="Special:MyLanguage/Help:Edit Review Improvements/Glossary">Глоссарий</a><span style="display:none"><a href="/wiki/Help:Edit_Review_Improvements/Glossary" class="mw-redirect" title="Help:Edit Review Improvements/Glossary"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-heading tpl-sidebar-heading-first"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><b>Возможности</b></th> </tr><tr class="tpl-sidebar-content tpl-sidebar-content-first"> <td class="" style=";"> <ul><li><a href="/wiki/Special:MyLanguage/Edit_Review_Improvements/New_filters_for_edit_review" title="Special:MyLanguage/Edit Review Improvements/New filters for edit review">Фильтры для просмотра правок</a><span style="display:none"><a href="/wiki/Edit_Review_Improvements/New_filters_for_edit_review" title="Edit Review Improvements/New filters for edit review"> </a></span> <ul><li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Quick_tour" title="Special:MyLanguage/Help:New filters for edit review/Quick tour">Краткий обзор</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Quick_tour" title="Help:New filters for edit review/Quick tour"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Talk:Edit_Review_Improvements/New_filters_for_edit_review" title="Special:MyLanguage/Talk:Edit Review Improvements/New filters for edit review">Обратная связь</a><span style="display:none"><a href="/wiki/Talk:Edit_Review_Improvements/New_filters_for_edit_review" title="Talk:Edit Review Improvements/New filters for edit review"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Edit_Review_Improvements/New_filters_for_edit_review/Research" title="Special:MyLanguage/Edit Review Improvements/New filters for edit review/Research">Исследование</a><span style="display:none"><a href="/wiki/Edit_Review_Improvements/New_filters_for_edit_review/Research" title="Edit Review Improvements/New filters for edit review/Research"> </a></span></li></ul></li> <li><a href="/wiki/Special:MyLanguage/Edit_Review_Improvements/Proposed_Huggle_improvements" title="Special:MyLanguage/Edit Review Improvements/Proposed Huggle improvements">Улучшение Huggle (предложение)</a><span style="display:none"><a href="/wiki/Edit_Review_Improvements/Proposed_Huggle_improvements" title="Edit Review Improvements/Proposed Huggle improvements"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-heading"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review" title="Special:MyLanguage/Help:New filters for edit review">Документация</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review" title="Help:New filters for edit review"> </a></span></th> </tr><tr class="tpl-sidebar-content"> <td class="" style=";"> <ul><li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Filtering" title="Special:MyLanguage/Help:New filters for edit review/Filtering">Фильтры</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Filtering" title="Help:New filters for edit review/Filtering"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Advanced_filters" title="Special:MyLanguage/Help:New filters for edit review/Advanced filters">Расширенные фильтры</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Advanced_filters" title="Help:New filters for edit review/Advanced filters"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Highlighting_function" title="Special:MyLanguage/Help:New filters for edit review/Highlighting function">Подсветка</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Highlighting_function" title="Help:New filters for edit review/Highlighting function"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Quality_and_Intent_Filters" title="Special:MyLanguage/Help:New filters for edit review/Quality and Intent Filters">Фильтры качества и намерений</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Quality_and_Intent_Filters" title="Help:New filters for edit review/Quality and Intent Filters"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Bookmarking" title="Special:MyLanguage/Help:New filters for edit review/Bookmarking">Сохранение наборов фильтров</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Bookmarking" title="Help:New filters for edit review/Bookmarking"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/Live_updates" title="Special:MyLanguage/Help:New filters for edit review/Live updates">Обновление в реальном времени</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/Live_updates" title="Help:New filters for edit review/Live updates"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:New_filters_for_edit_review/FAQ" title="Special:MyLanguage/Help:New filters for edit review/FAQ">ЧЗВ</a><span style="display:none"><a href="/wiki/Help:New_filters_for_edit_review/FAQ" title="Help:New filters for edit review/FAQ"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-heading"> <th class="" style="font-size: 16px; font-weight: 700; padding-top: 1em;;"><b>Техническое</b></th> </tr><tr class="tpl-sidebar-content"> <td class="" style=";"> <ul><li><a href="/wiki/Special:MyLanguage/Edit_Review_Improvements/New_filters_for_edit_review/How_to_implement_a_filter" title="Special:MyLanguage/Edit Review Improvements/New filters for edit review/How to implement a filter">Как используются фильтры</a><span style="display:none"><a href="/wiki/Edit_Review_Improvements/New_filters_for_edit_review/How_to_implement_a_filter" title="Edit Review Improvements/New filters for edit review/How to implement a filter"> </a></span></li> <li><b><a href="/wiki/Special:MyLanguage/ORES" title="Special:MyLanguage/ORES">Объективный взгляд развития через услуги друг другу (ТРУД)</a></b><span style="display:none"><a href="/wiki/ORES" title="ORES"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Edit_Review_Improvements/ReviewStream" title="Special:MyLanguage/Edit Review Improvements/ReviewStream">Рыночные отношения</a><span style="display:none"><a href="/wiki/Edit_Review_Improvements/ReviewStream" title="Edit Review Improvements/ReviewStream"> </a></span></li> <li><a href="/wiki/Special:MyLanguage/Help:Edit_Review_Improvements/Gadgets" title="Special:MyLanguage/Help:Edit Review Improvements/Gadgets">Гаджеты</a><span style="display:none"><a href="/wiki/Help:Edit_Review_Improvements/Gadgets" class="mw-redirect" title="Help:Edit Review Improvements/Gadgets"> </a></span></li></ul></td> </tr><tr class="tpl-sidebar-navbar"> <td style=""><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r4692751"><span class="noprint plainlinks navbar" style=""><small><span style="white-space:nowrap;word-spacing:-.12em;"><a href="/wiki/Template:ERI_Navigation" title="Template:ERI Navigation"><span style="" title="Посмотреть этот шаблон">п</span></a><span style=""> <b>·</b> </span><a class="external text" href="https://www.mediawiki.org/wiki/Template_talk:ERI_Navigation"><span style="" title="Обсудить этот шаблон">о</span></a><span style=""> <b>·</b> </span><a class="external text" href="https://www.mediawiki.org/w/index.php?title=Template:ERI_Navigation&action=edit"><span style="" title="Изменить этот шаблон">р</span></a></span></small></span></td> </tr> </tbody></table> <p><b>ORES</b> (<a href="/wiki/File:En-us-oars.ogg" title="File:En-us-oars.ogg">/ɔɹz/</a>)<sup id="cite_ref-1" class="reference"><a href="#cite_note-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> – сервис, предназначенный для оценки правок. Содержит в себе веб-сервис и API, которые предоставляют <a href="https://en.wikipedia.org/wiki/en:machine_learning" class="extiw" title="w:en:machine learning">машинное обучение</a> <a href="https://en.wikipedia.org/wiki/en:as_a_service" class="extiw" title="w:en:as a service">как сервис</a> для Wikimedia проектов, управляется <a href="/wiki/Special:MyLanguage/Machine_Learning" title="Special:MyLanguage/Machine Learning">Scoring Platform team</a>. Система разработана для того, чтобы автоматизировать критическую вики-работу – например, обнаружение вандализма и его удаление. На данный момент имеется два типа оценки, предоставляемых ORES: "качество правки" и "качество статьи". </p><p>Сам по себе ORES является лишь бэкэнд-сервисом и не предоставляет прямого способа использовать такие оценки качества. Если вы хотите воспользоваться оценками ORES, просмотрите <a href="/wiki/ORES/Applications" title="ORES/Applications">список инструментов, которые используют их</a>. Если ORES ещё не поддерживает вашу вики, см. <a href="/wiki/Special:MyLanguage/ORES/Get_support" title="Special:MyLanguage/ORES/Get support">инструкции для запроса поддержки</a>. </p><p>Ищите ответы на свои вопросы по ORES? Обратитесь к <a href="/wiki/ORES/FAQ" title="ORES/FAQ"> ЧЗВ по ORES</a>. </p><p><span id="Edit_quality"></span> </p> <meta property="mw:PageProp/toc"/> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Качество_правки" data-mw-thread-id="h-Качество_правки"><span id=".D0.9A.D0.B0.D1.87.D0.B5.D1.81.D1.82.D0.B2.D0.BE_.D0.BF.D1.80.D0.B0.D0.B2.D0.BA.D0.B8"></span><span data-mw-comment-start="" id="h-Качество_правки"></span>Качество правки<span data-mw-comment-end="h-Качество_правки"></span></h2></div> <figure class="mw-halign-left" typeof="mw:File/Thumb"><a href="/wiki/File:ORES_edit_quality_flow.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/c/c3/ORES_edit_quality_flow.svg/351px-ORES_edit_quality_flow.svg.png" decoding="async" width="351" height="204" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/c/c3/ORES_edit_quality_flow.svg/527px-ORES_edit_quality_flow.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c3/ORES_edit_quality_flow.svg/702px-ORES_edit_quality_flow.svg.png 2x" data-file-width="512" data-file-height="298"/></a><figcaption><b>Поток правок</b> Диаграмма показывает правки неизвестного качества до введения ORES, "хорошие", "требующие проверки" и "вредные правки" после введения ORES.</figcaption></figure> <p>Одной из самых серьезных проблем, связанных с открытыми проектами Викимедиа, является просмотр потенциально разрушительных правок. Помимо этого, необходимо определить добросовестных участников (которые могут непреднамеренно внести проблемную правку) и предложить им поддержку. Эти модели предназначены для упрощения фильтров канала Служебная:СвежиеПравки. Мы предлагаем два уровня поддержки моделей для предсказания качества редактирования: базовую и расширенную. </p><p><span id="Basic_support"></span> </p> <div class="mw-heading mw-heading3"><h3 id="Базовая_поддержка" data-mw-thread-id="h-Базовая_поддержка-Качество_правки"><span id=".D0.91.D0.B0.D0.B7.D0.BE.D0.B2.D0.B0.D1.8F_.D0.BF.D0.BE.D0.B4.D0.B4.D0.B5.D1.80.D0.B6.D0.BA.D0.B0"></span><span data-mw-comment-start="" id="h-Базовая_поддержка-Качество_правки"></span>Базовая поддержка<span data-mw-comment-end="h-Базовая_поддержка-Качество_правки"></span></h3></div> <p>Предполагая, что наиболее разрушительные правки будут <a href="https://meta.wikimedia.org/wiki/revert" class="extiw" title="m:revert">откачены</a>, а правки, которые не повреждают, не будут <code>откачены</code>, модель строится на использовании истории правок (в том числе отмененных) из вики. Эта модель проста в настройке, но имеет одну проблему: многие правки отменяются по причинам, отличным от ущерба и вандализма. Для ее решения <a href="/wiki/Special:MyLanguage/ORES/BWDS_review" title="Special:MyLanguage/ORES/BWDS review">имеется модель, основанная на нецензурных выражениях</a>. </p> <ul><li><code>откачены</code> – предсказывает, будет ли правка мгновенно отменена</li></ul> <p><span id="Advanced_support"></span> </p> <div class="mw-heading mw-heading3"><h3 id="Расширенная_поддержка" data-mw-thread-id="h-Расширенная_поддержка-Качество_правки"><span id=".D0.A0.D0.B0.D1.81.D1.88.D0.B8.D1.80.D0.B5.D0.BD.D0.BD.D0.B0.D1.8F_.D0.BF.D0.BE.D0.B4.D0.B4.D0.B5.D1.80.D0.B6.D0.BA.D0.B0"></span><span data-mw-comment-start="" id="h-Расширенная_поддержка-Качество_правки"></span>Расширенная поддержка<span data-mw-comment-end="h-Расширенная_поддержка-Качество_правки"></span></h3></div> <p><span lang="en" dir="ltr" class="mw-content-ltr">Rather than assuming, we can ask editors to train ORES which edits are in-fact <code>damaging</code> and which edits look like they were saved in <code>goodfaith</code>.</span> <span lang="en" dir="ltr" class="mw-content-ltr">This requires additional work on the part of volunteers in the community, but it affords a more accurate and nuanced prediction with regards to the quality of an edit.</span> Многие инструменты ORES будут функционировать, только когда расширенная поддержка доступна для целевой вики. </p> <ul><li><code>damaging</code> – оценивает на наличие вредной правки к статье</li> <li><code>goodfaith</code> – оценивает на наличие добросовестной правки к статье</li></ul> <div style="clear: right;"></div> <p><span id="Article_quality"></span> </p> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Качество_статей" data-mw-thread-id="h-Качество_статей"><span id=".D0.9A.D0.B0.D1.87.D0.B5.D1.81.D1.82.D0.B2.D0.BE_.D1.81.D1.82.D0.B0.D1.82.D0.B5.D0.B9"></span><span data-mw-comment-start="" id="h-Качество_статей"></span>Качество статей<span data-mw-comment-end="h-Качество_статей"></span></h2></div> <figure class="mw-halign-right" typeof="mw:File/Thumb"><a href="/wiki/File:Article_quality_and_importance.wp10bot.enwiki.png" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/3/34/Article_quality_and_importance.wp10bot.enwiki.png/350px-Article_quality_and_importance.wp10bot.enwiki.png" decoding="async" width="350" height="316" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/3/34/Article_quality_and_importance.wp10bot.enwiki.png/525px-Article_quality_and_importance.wp10bot.enwiki.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/34/Article_quality_and_importance.wp10bot.enwiki.png/700px-Article_quality_and_importance.wp10bot.enwiki.png 2x" data-file-width="1430" data-file-height="1291"/></a><figcaption><b>Таблица качества статей в английской Википедии.</b> Скриншот таблицы по состоянию на июнь 2024</figcaption></figure> <p>Качество статей Википедии важно для её редакторов. Новые страницы должны быть проверены и подготовлены, чтобы убедиться, что в вики не осталось спама, вандализма и статей-нападок. <span lang="en" dir="ltr" class="mw-content-ltr">For articles that survive the initial curation, some of the Wikipedians periodically evaluate the quality of articles, but this is highly labor intensive and the assessments are often out of date.</span> </p> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading3"><h3 id="New_article_evaluation" data-mw-thread-id="h-New_article_evaluation-Качество_статей"><span data-mw-comment-start="" id="h-New_article_evaluation-Качество_статей"></span>New article evaluation<span data-mw-comment-end="h-New_article_evaluation-Качество_статей"></span></h3></div> </div> <p>Чем быстрее эти черновики статей, вызывающие серьёзные проблемы, будут удалены, тем лучше. Проверка вновь созданных статей может потребовать большого количества работы. <span lang="en" dir="ltr" class="mw-content-ltr">Like the problem of counter-vandalism in edits, machine predictions can help curators focus on the most problematic new pages first.</span> <span lang="en" dir="ltr" class="mw-content-ltr">Based on comments left by admins when they delete pages (see the <a href="/wiki/Special:MyLanguage/Manual:Logging_table" title="Special:MyLanguage/Manual:Logging table">logging</a><span style="display:none"><a href="/wiki/Manual:Logging_table" title="Manual:Logging table"> </a></span> table), we can train a model to predict which pages will need quick deletion.</span> <span lang="en" dir="ltr" class="mw-content-ltr">See <a href="https://en.wikipedia.org/wiki/WP:CSD" class="extiw" title="en:WP:CSD">en:WP:CSD</a> for a list of quick deletion reasons for English Wikipedia.</span> <span lang="en" dir="ltr" class="mw-content-ltr">For the English model, we used <a href="https://en.wikipedia.org/wiki/en:WP:CSD#G3" class="extiw" title="w:en:WP:CSD">G3 "vandalism"</a>, <a href="https://en.wikipedia.org/wiki/en:WP:CSD#G10" class="extiw" title="w:en:WP:CSD">G10 "attack"</a>, and <a href="https://en.wikipedia.org/wiki/en:WP:CSD#G11" class="extiw" title="w:en:WP:CSD">G11 "spam"</a>.</span> </p> <div lang="en" dir="ltr" class="mw-content-ltr"> <ul><li><code>draftquality</code> – predicts if the article will need to be speedy deleted (spam, vandalism, attack, or OK)</li></ul> </div> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading3"><h3 id="Existing_article_assessment" data-mw-thread-id="h-Existing_article_assessment-Качество_статей"><span data-mw-comment-start="" id="h-Existing_article_assessment-Качество_статей"></span>Existing article assessment<span data-mw-comment-end="h-Existing_article_assessment-Качество_статей"></span></h3></div> </div> <p><span lang="en" dir="ltr" class="mw-content-ltr">For articles that survive the initial curation, some of the large Wikipedias periodically evaluate the quality of articles using a scale that roughly corresponds to the <a href="https://en.wikipedia.org/wiki/en:WP:Wikipedia_1.0" class="extiw" title="w:en:WP:Wikipedia 1.0">English Wikipedia 1.0</a> assessment rating scale (<code>articlequality</code>).</span> <span lang="en" dir="ltr" class="mw-content-ltr">Having these assessments is very useful because it helps us gauge our progress and identify missed opportunities (e.g., popular articles that are low quality).</span> <span lang="en" dir="ltr" class="mw-content-ltr">However, keeping these assessments up to date is challenging, so coverage is inconsistent.</span> <span lang="en" dir="ltr" class="mw-content-ltr">This is where the <code>articlequality</code> machine learning model comes in handy.</span> <span lang="en" dir="ltr" class="mw-content-ltr">By training a model to replicate the article quality assessments that humans perform, we can automatically assess every article and every revision with a computer.</span> <span lang="en" dir="ltr" class="mw-content-ltr">This model has been used to help WikiProjects triage re-assessment work and to explore the editing dynamics that lead to article quality improvements.</span> </p><p><span lang="en" dir="ltr" class="mw-content-ltr">The <code>articlequality</code> model bases its predictions on structural characteristics of the article.</span> <span lang="en" dir="ltr" class="mw-content-ltr">E.g. How many sections are there? Is there an infobox? How many references? And do the references use a <a href="https://en.wikipedia.org/wiki/Template:cite_xxx" class="extiw" title="w:Template:cite xxx">w:Template:cite xxx</a> template?</span> <span lang="en" dir="ltr" class="mw-content-ltr">The <code>articlequality</code> model doesn't evaluate the quality of the writing or if there's a tone problem (e.g. a point of view being pushed).</span> <span lang="en" dir="ltr" class="mw-content-ltr">However, many of the structural characteristics of articles seem to correlate strongly with good writing and tone, so the models work very well in practice.</span> </p> <ul><li><code>articlequality</code> – <span lang="en" dir="ltr" class="mw-content-ltr">predicts the (Wikipedia 1.0-like) assessment class of an article or draft</span></li></ul> <p><span class="anchor" id="Topic"></span> </p> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Topic_routing" data-mw-thread-id="h-Topic_routing"><span data-mw-comment-start="" id="h-Topic_routing"></span>Topic routing<span data-mw-comment-end="h-Topic_routing"></span></h2></div> </div> <figure class="mw-halign-right" typeof="mw:File/Thumb"><a href="/wiki/File:ORES.articletopic.taxonomy_crosswalk.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/5/54/ORES.articletopic.taxonomy_crosswalk.svg/350px-ORES.articletopic.taxonomy_crosswalk.svg.png" decoding="async" width="350" height="211" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/5/54/ORES.articletopic.taxonomy_crosswalk.svg/525px-ORES.articletopic.taxonomy_crosswalk.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/5/54/ORES.articletopic.taxonomy_crosswalk.svg/700px-ORES.articletopic.taxonomy_crosswalk.svg.png 2x" data-file-width="512" data-file-height="308"/></a><figcaption><b><span lang="en" dir="ltr" class="mw-content-ltr">Topic Cross-walk.</span></b> <span lang="en" dir="ltr" class="mw-content-ltr">A visualization of the cross-wiki labeling process is presented.</span> <span lang="en" dir="ltr" class="mw-content-ltr">English Wikipedia's WikiProjects tag articles by topical interest.</span> <span lang="en" dir="ltr" class="mw-content-ltr">WikiProjects are organized into a taxonomy of topic labels.</span> <span lang="en" dir="ltr" class="mw-content-ltr">The topic labels are applied to articles on other wikis via Wikidata sitelinks.</span></figcaption></figure> <p><span lang="en" dir="ltr" class="mw-content-ltr">ORES' article topic model applies an intuitive <a href="/wiki/Special:MyLanguage/ORES/Articletopic#Taxonomy" title="Special:MyLanguage/ORES/Articletopic">top-down taxonomy</a> to any article in Wikipedia -- even new article drafts.</span> <span lang="en" dir="ltr" class="mw-content-ltr">This topic routing is useful for curating new articles, building work lists, forming new WikiProjects, and analyzing coverage gaps.</span> </p><p><span lang="en" dir="ltr" class="mw-content-ltr">ORES topic models are trained using <a href="https://en.wikipedia.org/wiki/word_embedding" class="extiw" title="en:word embedding">word embeddings</a> of the actual content.</span> <span lang="en" dir="ltr" class="mw-content-ltr">For each language, a language-specific embedding is learned and applied natively.</span> <span lang="en" dir="ltr" class="mw-content-ltr">Since this modeling strategy depends on the topic of the article, topic predictions may differ between languages depending on the topics present in the text of the article.</span> </p> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading3"><h3 id="New_article_evaluation_2" data-mw-thread-id="h-New_article_evaluation_2-Topic_routing"><span data-mw-comment-start="" id="h-New_article_evaluation_2-Topic_routing"></span>New article evaluation<span data-mw-comment-end="h-New_article_evaluation_2-Topic_routing"></span></h3></div> </div> <figure class="mw-halign-right" typeof="mw:File/Thumb"><a href="/wiki/File:New_article_routing.with_ORES.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/4/4b/New_article_routing.with_ORES.svg/350px-New_article_routing.with_ORES.svg.png" decoding="async" width="350" height="149" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/4/4b/New_article_routing.with_ORES.svg/525px-New_article_routing.with_ORES.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4b/New_article_routing.with_ORES.svg/700px-New_article_routing.with_ORES.svg.png 2x" data-file-width="512" data-file-height="218"/></a><figcaption><b><span lang="en" dir="ltr" class="mw-content-ltr">New article routing.</span></b> <span lang="en" dir="ltr" class="mw-content-ltr">A diagram maps the flow of new articles in Wikipedia with the 'draftquality' and 'articletopic' ORES models used for routing.</span></figcaption></figure> <p><span lang="en" dir="ltr" class="mw-content-ltr">The biggest difficulty with reviewing new articles is finding someone familiar with the subject matter to judge notability, relevance, and accuracy.</span> <span lang="en" dir="ltr" class="mw-content-ltr">Our <code>drafttopic</code> model is designed to route newly created articles based on their apparent topical nature to interested reviewers.</span> <span lang="en" dir="ltr" class="mw-content-ltr">The model is trained and tested against the <i>first revision of articles</i> and is thus suitable to use on new article drafts.</span> </p> <ul><li><code>drafttopic</code> – <span lang="en" dir="ltr" class="mw-content-ltr">predicts the topic of an a new article draft</span></li></ul> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading3"><h3 id="Topic_interest_mapping" data-mw-thread-id="h-Topic_interest_mapping-Topic_routing"><span data-mw-comment-start="" id="h-Topic_interest_mapping-Topic_routing"></span>Topic interest mapping<span data-mw-comment-end="h-Topic_interest_mapping-Topic_routing"></span></h3></div> </div> <figure class="mw-halign-center" typeof="mw:File/Thumb"><a href="/wiki/File:ORES.drafttopic.Ann_Bishop_example.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/c/c8/ORES.drafttopic.Ann_Bishop_example.svg/500px-ORES.drafttopic.Ann_Bishop_example.svg.png" decoding="async" width="500" height="97" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/c/c8/ORES.drafttopic.Ann_Bishop_example.svg/750px-ORES.drafttopic.Ann_Bishop_example.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c8/ORES.drafttopic.Ann_Bishop_example.svg/1000px-ORES.drafttopic.Ann_Bishop_example.svg.png 2x" data-file-width="512" data-file-height="99"/></a><figcaption><b><span lang="en" dir="ltr" class="mw-content-ltr">Article tagging example (Ann Bishop).</span></b> <span lang="en" dir="ltr" class="mw-content-ltr"><a href="https://en.wikipedia.org/wiki/Ann_Bishop_(biologist)" class="extiw" title="en:Ann Bishop (biologist)">Ann Bishop</a> is tagged by WikiProjects East Anglia, Women scientists, Women's history, and Biography.</span> <span lang="en" dir="ltr" class="mw-content-ltr">The topic taxonomy translation and predictions are presented.</span> <span lang="en" dir="ltr" class="mw-content-ltr">Note that the predictions include more relevant topic information than the taxonomy links.</span></figcaption></figure> <p><span lang="en" dir="ltr" class="mw-content-ltr">The topical relatedness of articles is an important concept for the organization of work in Wikipedia.</span> <span lang="en" dir="ltr" class="mw-content-ltr">Topical working groups have become a common strategy for managing content production and patrolling in Wikipedia.</span> <span lang="en" dir="ltr" class="mw-content-ltr">Yet a high-level hierarchy is not available or query-able for many reasons.</span> <span lang="en" dir="ltr" class="mw-content-ltr">The result is that anyone looking to organize around a topic or make a work-list has to do substantial manual work to identify the relevant articles.</span> <span lang="en" dir="ltr" class="mw-content-ltr">With our <code>articletopic</code> model, these queries can be done automatically.</span> </p> <ul><li><code>articletopic</code> – предсказывает тему статьи (<a href="/wiki/Special:MyLanguage/ORES/Articletopic" title="Special:MyLanguage/ORES/Articletopic"><span lang="en" dir="ltr" class="mw-content-ltr">more details</span></a><span style="display:none"><a href="/wiki/ORES/Articletopic" title="ORES/Articletopic"> </a></span>)</li></ul> <p><span class="anchor" id="Support"></span> </p> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Support_table" data-mw-thread-id="h-Support_table"><span data-mw-comment-start="" id="h-Support_table"></span>Support table<span data-mw-comment-end="h-Support_table"></span></h2></div> </div> <p><span lang="en" dir="ltr" class="mw-content-ltr">The <a class="external text" href="https://ores-support-checklist.toolforge.org/">ORES support table</a> reports the status of ORES support by wiki and model available.</span> <span lang="en" dir="ltr" class="mw-content-ltr">If you don't see your wiki listed, or support for the model you'd like to use, you can <a href="/wiki/Special:MyLanguage/ORES/Get_support" title="Special:MyLanguage/ORES/Get support">request support</a>.</span> </p><p><span id="API_usage"></span> </p> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Использование_API" data-mw-thread-id="h-Использование_API"><span id=".D0.98.D1.81.D0.BF.D0.BE.D0.BB.D1.8C.D0.B7.D0.BE.D0.B2.D0.B0.D0.BD.D0.B8.D0.B5_API"></span><span data-mw-comment-start="" id="h-Использование_API"></span>Использование API<span data-mw-comment-end="h-Использование_API"></span></h2></div> <div lang="en" dir="ltr" class="mw-content-ltr"> <p>ORES offers a <a href="https://en.wikipedia.org/wiki/Representational_state_transfer" class="extiw" title="w:Representational state transfer">Restful</a> API service for dynamically retrieving scoring information about revisions. <b>See <a class="external free" href="https://ores.wikimedia.org">https://ores.wikimedia.org</a> for more information on how to use the API.</b> </p> </div> <div lang="en" dir="ltr" class="mw-content-ltr"> <p>If you're querying the service about a large number of revisions, it's recommended to batch no more than 50 revisions within a given request as described below. It's acceptable to use up to 4 parallel requests. Please do not exceed these limits or ORES can become unstable. For even larger number of queries, you can run ORES locally </p> </div> <p><b>Примерный вопрос:</b> <a class="external text" href="https://ores.wikimedia.org/v3/scores/enwiki/?models=draftquality%7Cwp10&revids=34854345%7C485104318">http://ores.wikimedia.org/v3/scores/enwiki/?models=draftquality|wp10&revids=34854345|485104318</a> </p> <style data-mw-deduplicate="TemplateStyles:r6651106">@media screen{html.skin-theme-clientpref-night .mw-parser-output .template-hidden,html.skin-theme-clientpref-night .mw-parser-output .template-hidden-header{background-color:inherit!important;color:inherit!important}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .template-hidden,html.skin-theme-clientpref-os .mw-parser-output .template-hidden-header{background-color:inherit!important;color:inherit!important}}</style> <table border="1"" cellspacing="0"" cellpadding="2" class="template-hidden mw-collapsible mw-collapsed" style="width:100%;margin:0;padding:0;border:1px solid #999999;border-collapse:collapse;background:#FFFFFF"> <tbody><tr> <th style="text-align:left;"><div class="template-hidden-header" style="font-weight:normal;background-color:white;"> <div class="mw-highlight mw-highlight-lang-javascript mw-content-ltr" dir="ltr"><pre><span></span><span class="p">{</span> <span class="w"> </span><span class="s2">"enwiki"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"models"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"draftquality"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"version"</span><span class="o">:</span><span class="w"> </span><span class="s2">"0.0.1"</span> <span class="w"> </span><span class="p">},</span> <span class="w"> </span><span class="s2">"wp10"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"version"</span><span class="o">:</span><span class="w"> </span><span class="s2">"0.5.0"</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">},</span> <span class="w"> </span><span class="s2">"scores"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"34854345"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"draftquality"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"score"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"prediction"</span><span class="o">:</span><span class="w"> </span><span class="s2">"OK"</span><span class="p">,</span> <span class="w"> </span><span class="s2">"probability"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"OK"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.7013632376824356</span><span class="p">,</span> <span class="w"> </span><span class="s2">"attack"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.0033607229172158775</span><span class="p">,</span> <span class="w"> </span><span class="s2">"spam"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.2176404529599271</span><span class="p">,</span> <span class="w"> </span><span class="s2">"vandalism"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.07763558644042126</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">},</span> <span class="w"> </span><span class="s2">"wp10"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"score"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"prediction"</span><span class="o">:</span><span class="w"> </span><span class="s2">"FA"</span><span class="p">,</span> <span class="w"> </span><span class="s2">"probability"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"B"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.22222314275400137</span><span class="p">,</span> <span class="w"> </span><span class="s2">"C"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.028102719464462304</span><span class="p">,</span> <span class="w"> </span><span class="s2">"FA"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.7214649122864883</span><span class="p">,</span> <span class="w"> </span><span class="s2">"GA"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.008833476344463836</span><span class="p">,</span> <span class="w"> </span><span class="s2">"Start"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.017699431000825352</span><span class="p">,</span> <span class="w"> </span><span class="s2">"Stub"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.0016763181497590444</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">},</span> <span class="w"> </span><span class="s2">"485104318"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"draftquality"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"score"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"prediction"</span><span class="o">:</span><span class="w"> </span><span class="s2">"OK"</span><span class="p">,</span> <span class="w"> </span><span class="s2">"probability"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"OK"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.9870402772858909</span><span class="p">,</span> <span class="w"> </span><span class="s2">"attack"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.0006854267347843173</span><span class="p">,</span> <span class="w"> </span><span class="s2">"spam"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.010405615745053554</span><span class="p">,</span> <span class="w"> </span><span class="s2">"vandalism"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.0018686802342713132</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">},</span> <span class="w"> </span><span class="s2">"wp10"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"score"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"prediction"</span><span class="o">:</span><span class="w"> </span><span class="s2">"Stub"</span><span class="p">,</span> <span class="w"> </span><span class="s2">"probability"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"B"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.02035853144725939</span><span class="p">,</span> <span class="w"> </span><span class="s2">"C"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.021257471714087376</span><span class="p">,</span> <span class="w"> </span><span class="s2">"FA"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.0018133076388221472</span><span class="p">,</span> <span class="w"> </span><span class="s2">"GA"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.003447287158958823</span><span class="p">,</span> <span class="w"> </span><span class="s2">"Start"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.1470443252839051</span><span class="p">,</span> <span class="w"> </span><span class="s2">"Stub"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.8060790767569672</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="p">}</span> </pre></div> </div> </th></tr> <tr> <td style="font-weight:normal;background-color:transparent;text-align:left;"> <p><b>Результат</b> </p> </td></tr></tbody></table> <p><br/> <b><span lang="en" dir="ltr" class="mw-content-ltr">Example query:</span></b> <a class="external text" href="https://ores.wikimedia.org/v3/scores/wikidatawiki/421063984/damaging">https://ores.wikimedia.org/v3/scores/wikidatawiki/421063984/damaging</a> </p> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r6651106"> <table border="1"" cellspacing="0"" cellpadding="2" class="template-hidden mw-collapsible mw-collapsed" style="width:100%;margin:0;padding:0;border:1px solid #999999;border-collapse:collapse;background:#FFFFFF"> <tbody><tr> <th style="text-align:left;"><div class="template-hidden-header" style="font-weight:normal;background-color:white;"> <div class="mw-highlight mw-highlight-lang-javascript mw-content-ltr" dir="ltr"><pre><span></span><span class="p">{</span> <span class="w"> </span><span class="s2">"wikidatawiki"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"models"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"damaging"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"version"</span><span class="o">:</span><span class="w"> </span><span class="s2">"0.3.0"</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">},</span> <span class="w"> </span><span class="s2">"scores"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"421063984"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"damaging"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"score"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"prediction"</span><span class="o">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span> <span class="w"> </span><span class="s2">"probability"</span><span class="o">:</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="s2">"false"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.9947809563336424</span><span class="p">,</span> <span class="w"> </span><span class="s2">"true"</span><span class="o">:</span><span class="w"> </span><span class="mf">0.005219043666357669</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="w"> </span><span class="p">}</span> <span class="p">}</span> </pre></div> </div> </th></tr> <tr> <td style="font-weight:normal;background-color:transparent;text-align:left;"> <p><b>Результат</b> </p> </td></tr></tbody></table> <p><br/> </p> <div lang="en" dir="ltr" class="mw-content-ltr"> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="EventStream_usage" data-mw-thread-id="h-EventStream_usage"><span data-mw-comment-start="" id="h-EventStream_usage"></span>EventStream usage<span data-mw-comment-end="h-EventStream_usage"></span></h2></div> </div> <div lang="en" dir="ltr" class="mw-content-ltr"> <p>The ORES scores are also provided as an <a href="https://wikitech.wikimedia.org/wiki/EventStream" class="extiw" title="wikitech:EventStream">EventStream</a> at <a class="external free" href="https://stream.wikimedia.org/v2/stream/revision-score">https://stream.wikimedia.org/v2/stream/revision-score</a> </p> </div> <p><span id="Local_usage"></span> </p> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Локальное_использование" data-mw-thread-id="h-Локальное_использование"><span id=".D0.9B.D0.BE.D0.BA.D0.B0.D0.BB.D1.8C.D0.BD.D0.BE.D0.B5_.D0.B8.D1.81.D0.BF.D0.BE.D0.BB.D1.8C.D0.B7.D0.BE.D0.B2.D0.B0.D0.BD.D0.B8.D0.B5"></span><span data-mw-comment-start="" id="h-Локальное_использование"></span>Локальное использование<span data-mw-comment-end="h-Локальное_использование"></span></h2></div> <div lang="en" dir="ltr" class="mw-content-ltr"> <p>To run ORES locally you can install the <a rel="nofollow" class="external text" href="https://github.com/wikimedia/ores">ORES Python package</a> by: </p> </div> <div class="mw-highlight mw-highlight-lang-bash mw-content-ltr" dir="ltr"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>ores<span class="w"> </span><span class="c1"># needs to be python3, incompatible with python2</span> </pre></div> <div lang="en" dir="ltr" class="mw-content-ltr"> <p>Then you should be able to run it through: </p> </div> <div class="mw-highlight mw-highlight-lang-bash mw-content-ltr" dir="ltr"><pre><span></span><span class="nb">echo</span><span class="w"> </span>-e<span class="w"> </span><span class="s1">'{"rev_id": 456789}\n{"rev_id": 3242342}'</span><span class="w"> </span><span class="p">|</span><span class="w"> </span>ores<span class="w"> </span>score_revisions<span class="w"> </span>https://ores.wikimedia.org<span class="w"> </span><span class="o">(</span>your<span class="w"> </span>user-agent<span class="w"> </span>string<span class="w"> </span>goes<span class="w"> </span>here<span class="o">)</span><span class="w"> </span>enwiki<span class="w"> </span>damaging </pre></div> <div lang="en" dir="ltr" class="mw-content-ltr"> <p>You should see output of </p> </div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r6651106"> <table border="1"" cellspacing="0"" cellpadding="2" class="template-hidden mw-collapsible mw-collapsed" style="width:100%;margin:0;padding:0;border:1px solid #999999;border-collapse:collapse;background:#FFFFFF"> <tbody><tr> <th style="text-align:left;"><div class="template-hidden-header" style="font-weight:normal;background-color:white;"> <div class="mw-highlight mw-highlight-lang-bash mw-content-ltr" dir="ltr"><pre><span></span><span class="m">017</span>-11-22<span class="w"> </span><span class="m">16</span>:23:53,000<span class="w"> </span>INFO:ores.utilities.score_revisions<span class="w"> </span>--<span class="w"> </span>Reading<span class="w"> </span>input<span class="w"> </span>from<span class="w"> </span><stdin> <span class="m">2017</span>-11-22<span class="w"> </span><span class="m">16</span>:23:53,000<span class="w"> </span>INFO:ores.utilities.score_revisions<span class="w"> </span>--<span class="w"> </span>Writing<span class="w"> </span>output<span class="w"> </span>to<span class="w"> </span>from<span class="w"> </span><stdout> <span class="o">{</span><span class="s2">"score"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"damaging"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"score"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"prediction"</span>:<span class="w"> </span>false,<span class="w"> </span><span class="s2">"probability"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"false"</span>:<span class="w"> </span><span class="m">0</span>.9889349126544834,<span class="w"> </span><span class="s2">"true"</span>:<span class="w"> </span><span class="m">0</span>.011065087345516589<span class="o">}}}}</span>,<span class="w"> </span><span class="s2">"rev_id"</span>:<span class="w"> </span><span class="m">456789</span><span class="o">}</span> <span class="o">{</span><span class="s2">"score"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"damaging"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"score"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"prediction"</span>:<span class="w"> </span>false,<span class="w"> </span><span class="s2">"probability"</span>:<span class="w"> </span><span class="o">{</span><span class="s2">"false"</span>:<span class="w"> </span><span class="m">0</span>.9830812038318183,<span class="w"> </span><span class="s2">"true"</span>:<span class="w"> </span><span class="m">0</span>.016918796168181708<span class="o">}}}}</span>,<span class="w"> </span><span class="s2">"rev_id"</span>:<span class="w"> </span><span class="m">3242342</span><span class="o">}</span> </pre></div> </div> </th></tr> <tr> <td style="font-weight:normal;background-color:transparent;text-align:left;"> <p><b>Результат</b> </p> </td></tr></tbody></table> <p><br/> <span id="Footnotes"></span> </p> <div class="mw-heading mw-heading2 ext-discussiontools-init-section"><h2 id="Сноски" data-mw-thread-id="h-Сноски"><span id=".D0.A1.D0.BD.D0.BE.D1.81.D0.BA.D0.B8"></span><span data-mw-comment-start="" id="h-Сноски"></span>Сноски<span data-mw-comment-end="h-Сноски"></span></h2></div> <div class="mw-references-wrap"><ol class="references"> <li id="cite_note-1"><span class="mw-cite-backlink"><a href="#cite_ref-1">↑</a></span> <span class="reference-text">Изначально назывался "Objective Revision Evaluation Service", но полное название на данный момент устарело</span> </li> </ol></div>    </div><noscript><img src="https://login.wikimedia.org/wiki/Special:CentralAutoLogin/start?type=1x1" alt="" width="1" height="1" style="border: none; position: absolute;"></noscript> <div class="printfooter" data-nosnippet="">Retrieved from "<a dir="ltr" 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