Hey,

This is the 18th weekly update from revision scoring team that we have sent
to this mailing list.

*Communications:*

   - Aaron presented on how user-feedback has been helping us address some
   sneaky biases in ORES' models. [1, 2, 3]


*New development:*

   - We included 'autoreview' and 'patroller' groups in Turkish wiki models
   to get a fitness boost. [4]


   - We added some basic uwsgi metrics to grafana[5] and added a response
   timing metric from Change Propagation so that we can track any performance
   issues. [6]


*Maintenance and robustness:*

   - We increased the number of workers per node in production for a 66%
   increase in total capacity for ORES[7]


   - We updated all of our edit quality models with the new version of
   revscoring [8] and sent an email out to wikitech-l and ai-l about the
   implications for tool developers. [9]


   - We decided not to make specialized models for ORES in beta labs. [10]
   Instead, we'll use the production models so that issues with them will be
   caught in beta.


1. https://phabricator.wikimedia.org/T143275 -- Present on user-feedback
stories at Research Showcase
2. https://www.youtube.com/watch?v=rsFmqYxtt9w#t=29m00s -- Video of ORES
user-feedback talk
3.
https://www.mediawiki.org/wiki/File:Deploying_and_maintaining_AI_in_a_socio-technical_system_--_Research_Showcase_(August_2016).pdf
4. https://phabricator.wikimedia.org/T140474 -- Include specific user
groups in the trwiki edit quality model
5. https://phabricator.wikimedia.org/T143081 -- Add uwsgi-related metrics
to grafana
6. https://phabricator.wikimedia.org/T143568 -- Add median, 75% and 95%
response time to ORES dashboard
7. https://phabricator.wikimedia.org/T143105 -- Increase celery workers to
40 per scb node
8. https://phabricator.wikimedia.org/T143125 -- Update editquality models
with new version of revscoring
9. https://lists.wikimedia.org/pipermail/ai/2016-August/000068.html --
"[AI] New models coming to ORES & notes"
10. https://phabricator.wikimedia.org/T141980 -- Should we make a model for
ores in beta?

Sincerely,
Aaron from the Revision Scoring team
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