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ORES/Applications

From mediawiki.org
Warning Warning: The ORES infrastructure is being deprecated by the Machine Learning team, please check wikitech:ORES for more info.

The following links are features, gadgets, bots and services that use ORES.

Integration with MediaWiki

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Extension:ORES
Shows ORES edit quality predictions on Special:RecentChanges, Special:Watchlist and article history pages. As part of the Edit Review Improvements project, the Collaboration team designed improvements to RecentChanges and Watchlist that take advantage of ORES predictions. See also New filters for edit review
Extension:PageTriage
Shows ORES draft quality and article quality predictions on Special:NewPagesFeed to help patrollers more efficiently review new article drafts.
Newcomer homepage (tasks)
Uses ORES topic routing to recommend tasks to newcomers based on their interests.

Counter-vandalism

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ORES review tool
Uses ORES predictions to highlight edits that are likely to be damaging in RecentChanges, Watchlist, and UserContributions.
mw-gadget-ScoredRevisions
Uses ORES to highlight likely damaging edits
New filters for edit review
Uses ORES predictions to highlight edits that are likely to be damaging in RecentChanges, and Watchlist.
Huggle
Uses ORES predictions to highlight edits that are likely to be damaging in a 3rd party application
RTRC - Real-Time Recent Changes
Uses ORES to highlight likely damaging edits in a realtime feed of edits on top of RecentChanges
Crosswatch
Uses ORES to highlight likely damaging edits in a cross-wiki watchlist
Ra.un
Uses ORES to highlight likely damaging edits in a realtime feed of edits in a 3rd party web application
CopyPatrol tool
Uses ORES predictions along with other sources of signal to detect potential copyright violations
Wikidata Vandalism Dashboard
Uses ORES predictions to highlight potential vandalism in Wikidata.
FastButtons
Provides quick-access buttons for patrollers. Uses ORES to highlight likely damaging edits. (See also Gadget-fastbuttons.js)
ORC - Open-ended Recent Changes tool
Uses ORES to highlight likely damaging edits in a RC patrolling suite
PendingChangesBot
Uses ORES predictions to autoreview FlaggedRevs edits
Stabilizerbot
Uses ORES predictions to stabilize articles automatically (via mediawiki FlaggedRevs) when specific rules are met. (See fi:user:VakauttajaBot)
SeroBOT
Uses ORES to revert vandalism in es.wikipedia
SWViewer
Uses ORES to highlight likely damaging edits.

New page patrolling

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AFC-ORES
Uses ORES article quality and draft quality predictions to implement a backlog of drafts that are pending review.
mw:Page Curation
Uses ORES article quality and draft quality predictions to sort and filter a backlog of drafts that are pending review.

Article quality assessment

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en:WP:RATER
Uses ORES predictions to make suggestions to users as they assess articles.
ArticleQuality.js
A user-script that displays article quality predictions on the top of articles (and items in Wikidata), on history pages, and next to article links in lists.

Task routing

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Outreach Dashboard article finder
Helps students find articles to work on using ORES article quality scores
Reports bot
Uses ORES article quality predictions to generate WikiProject activity reports.
DataflowBot
Loads data tables and uses ORES to predict article quality to route editors to low quality/high pageview articles.
SuggestBot
Provides personalized suggestions and includes ORES article quality predictions
Article quality suggestions
Provides suggestions for bringing an article up to C class by interrogating ORES article quality models
Newcomer homepage tasks
Provides topic filtering for newcomer focused task UI
AfC sorting
Provides a topic sorted list of new article drafts in Wikipedia.

Motivation

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Swedish Wikipedia quality change gadget
Shows a popup message when an article has been edited, giving the editor an indication of how the edit changed the quality of the article.

Cohort assessment

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WikiEdu recent student activity dashboard
Supports classroom Wikipedia editing with quality/productivity measurements using ORES article quality models.

Secondary services

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ReviewStream
Provides a machine-readable feed that incorporates ORES predictions and is intended to be used by a edit-review tools (like Huggle).