#Metrics

Helmholtz Imaging👏 Big congrats to Annika Reinke for winning the Hector Foundation Prize 2025 for Metrics Reloaded, setting new standards for AI in image analysis. Learn more, explore the tool & meet all awardees in a video 👉 <a href="https://helmholtz-imaging.de/news/hector-foundation-prize-for-annika-reinke/" rel="nofollow noopener" translate="no" target="_blank">https://helmholtz-imaging.de/news/hector-foundation-prize-for-annika-reinke/</a><a href="https://helmholtz.social/tags/helmholtz" class="mention hashtag" rel="nofollow noopener" target="_blank">#helmholtz</a> <a href="https://helmholtz.social/tags/helmholtzimaging" class="mention hashtag" rel="nofollow noopener" target="_blank">#helmholtzimaging</a> <a href="https://helmholtz.social/tags/imaging" class="mention hashtag" rel="nofollow noopener" target="_blank">#imaging</a> <a href="https://helmholtz.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://helmholtz.social/tags/metricsreloaded" class="mention hashtag" rel="nofollow noopener" target="_blank">#metricsreloaded</a> <a href="https://helmholtz.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://helmholtz.social/tags/imageanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#imageanalysis</a> <a href="https://helmholtz.social/@association" class="u-url mention" rel="nofollow noopener" target="_blank">@association</a> <a href="https://helmholtz.social/@DKFZ" class="u-url mention" rel="nofollow noopener" target="_blank">@DKFZ</a>

Some Bits: Nelson's LinkblogBot Traffic: Cloudflare's stats on bot activity on the Internet <a href="https://radar.cloudflare.com/bots" rel="nofollow noopener" translate="no" target="_blank">https://radar.cloudflare.com/bots</a> <a href="https://tech.lgbt/tags/internet" class="mention hashtag" rel="nofollow noopener" target="_blank">#internet</a> <a href="https://tech.lgbt/tags/crawlers" class="mention hashtag" rel="nofollow noopener" target="_blank">#crawlers</a> <a href="https://tech.lgbt/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://tech.lgbt/tags/bots" class="mention hashtag" rel="nofollow noopener" target="_blank">#bots</a> #+

Inautilo<a href="https://mastodon.social/tags/Design" class="mention hashtag" rel="nofollow noopener" target="_blank">#Design</a> <a href="https://mastodon.social/tags/Approaches" class="mention hashtag" rel="nofollow noopener" target="_blank">#Approaches</a> The RAAEE product metrics · “What users click” is just the tip of the iceberg <a href="https://ilo.im/1650u8" rel="nofollow noopener" translate="no" target="_blank">https://ilo.im/1650u8</a>_____ <a href="https://mastodon.social/tags/Business" class="mention hashtag" rel="nofollow noopener" target="_blank">#Business</a> <a href="https://mastodon.social/tags/Metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a> <a href="https://mastodon.social/tags/RAAEE" class="mention hashtag" rel="nofollow noopener" target="_blank">#RAAEE</a> <a href="https://mastodon.social/tags/Framework" class="mention hashtag" rel="nofollow noopener" target="_blank">#Framework</a> <a href="https://mastodon.social/tags/WebAnalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#WebAnalytics</a> <a href="https://mastodon.social/tags/UserResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#UserResearch</a> <a href="https://mastodon.social/tags/ProductDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#ProductDesign</a> <a href="https://mastodon.social/tags/UxDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#UxDesign</a> <a href="https://mastodon.social/tags/UiDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#UiDesign</a> <a href="https://mastodon.social/tags/WebDesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#WebDesign</a>

rijoIAB establishes standard metrics for gaming advertising measurement <a href="https://ppc.land/iab-establishes-standard-metrics-for-gaming-advertising-measurement/" rel="nofollow noopener" translate="no" target="_blank">https://ppc.land/iab-establishes-standard-metrics-for-gaming-advertising-measurement/</a> <a href="https://frankfurt.social/tags/Gaming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Gaming</a> <a href="https://frankfurt.social/tags/Advertising" class="mention hashtag" rel="nofollow noopener" target="_blank">#Advertising</a> <a href="https://frankfurt.social/tags/IAB" class="mention hashtag" rel="nofollow noopener" target="_blank">#IAB</a> <a href="https://frankfurt.social/tags/DigitalMarketing" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalMarketing</a> <a href="https://frankfurt.social/tags/Metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a>

PPC LandIAB establishes standard metrics for gaming advertising measurement: Comprehensive framework addresses transparency gaps as 80% of U.S. internet users identify as gamers. <a href="https://ppc.land/iab-establishes-standard-metrics-for-gaming-advertising-measurement/" rel="nofollow noopener" translate="no" target="_blank">https://ppc.land/iab-establishes-standard-metrics-for-gaming-advertising-measurement/</a> <a href="https://mastodon.social/tags/Gaming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Gaming</a> <a href="https://mastodon.social/tags/Advertising" class="mention hashtag" rel="nofollow noopener" target="_blank">#Advertising</a> <a href="https://mastodon.social/tags/IAB" class="mention hashtag" rel="nofollow noopener" target="_blank">#IAB</a> <a href="https://mastodon.social/tags/DigitalMarketing" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalMarketing</a> <a href="https://mastodon.social/tags/Metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a>

💧🌏 Greg CocksPNNL Wildfire Mitigation Project Database [USA] <a href="https://wildfire.pnnl.gov/mitigationPlans/pages/landing" rel="nofollow noopener" translate="no" target="_blank">https://wildfire.pnnl.gov/mitigationPlans/pages/landing</a> <-- shared resource -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#mapping</a> <a href="https://techhub.social/tags/fedscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedscience</a> <a href="https://techhub.social/tags/fedservice" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedservice</a> <a href="https://techhub.social/tags/fedopendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedopendata</a> <a href="https://techhub.social/tags/publicsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#publicsafety</a> <a href="https://techhub.social/tags/publicgood" class="mention hashtag" rel="nofollow noopener" target="_blank">#publicgood</a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#opendata</a> <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#mapping</a> <a href="https://techhub.social/tags/fedscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedscience</a> <a href="https://techhub.social/tags/fedservice" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedservice</a> <a href="https://techhub.social/tags/fedopendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedopendata</a> <a href="https://techhub.social/tags/publicsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#publicsafety</a> <a href="https://techhub.social/tags/publicgood" class="mention hashtag" rel="nofollow noopener" target="_blank">#publicgood</a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#opendata</a> <a href="https://techhub.social/tags/DOE" class="mention hashtag" rel="nofollow noopener" target="_blank">#DOE</a> <a href="https://techhub.social/tags/PNNL" class="mention hashtag" rel="nofollow noopener" target="_blank">#PNNL</a> <a href="https://techhub.social/tags/wildfire" class="mention hashtag" rel="nofollow noopener" target="_blank">#wildfire</a> <a href="https://techhub.social/tags/fire" class="mention hashtag" rel="nofollow noopener" target="_blank">#fire</a> <a href="https://techhub.social/tags/planning" class="mention hashtag" rel="nofollow noopener" target="_blank">#planning</a> <a href="https://techhub.social/tags/mitigation" class="mention hashtag" rel="nofollow noopener" target="_blank">#mitigation</a> <a href="https://techhub.social/tags/documentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#documentation</a> <a href="https://techhub.social/tags/coordination" class="mention hashtag" rel="nofollow noopener" target="_blank">#coordination</a> <a href="https://techhub.social/tags/tracking" class="mention hashtag" rel="nofollow noopener" target="_blank">#tracking</a> <a href="https://techhub.social/tags/utilities" class="mention hashtag" rel="nofollow noopener" target="_blank">#utilities</a> <a href="https://techhub.social/tags/utility" class="mention hashtag" rel="nofollow noopener" target="_blank">#utility</a> <a href="https://techhub.social/tags/electrical" class="mention hashtag" rel="nofollow noopener" target="_blank">#electrical</a> <a href="https://techhub.social/tags/energy" class="mention hashtag" rel="nofollow noopener" target="_blank">#energy</a> <a href="https://techhub.social/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#database</a> <a href="https://techhub.social/tags/regulations" class="mention hashtag" rel="nofollow noopener" target="_blank">#regulations</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener" target="_blank">#model</a> <a href="https://techhub.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://techhub.social/tags/methodologies" class="mention hashtag" rel="nofollow noopener" target="_blank">#methodologies</a> <a href="https://techhub.social/tags/stakeholder" class="mention hashtag" rel="nofollow noopener" target="_blank">#stakeholder</a> @DOE @PNNL

Jonathan MatthewsWhat tools do you use for your on-host <a href="https://snac.bsd.cafe?t=freebsd" class="mention hashtag" rel="nofollow noopener" target="_blank">#FreeBSD</a>|<a href="https://snac.bsd.cafe?t=bsd" class="mention hashtag" rel="nofollow noopener" target="_blank">#BSD</a> system metrics collection and monitoring? <a href="https://snac.bsd.cafe?t=sysadmin" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sysadmin</a> <a href="https://snac.bsd.cafe?t=devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> <a href="https://snac.bsd.cafe?t=sre" class="mention hashtag" rel="nofollow noopener" target="_blank">#SRE</a> <a href="https://snac.bsd.cafe?t=monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#Monitoring</a> <a href="https://snac.bsd.cafe?t=systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#Systems</a> <a href="https://snac.bsd.cafe?t=observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://snac.bsd.cafe?t=metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a>

Martin Boller :debian: :tux: :freebsd: :windows: :mastodon:Remembering good, the bad, and the ugly metrics when working for MS.<a href="https://infosec.exchange/tags/Copilot" class="mention hashtag" rel="nofollow noopener" target="_blank">#Copilot</a> <a href="https://infosec.exchange/tags/Microsoft" class="mention hashtag" rel="nofollow noopener" target="_blank">#Microsoft</a> <a href="https://infosec.exchange/tags/Metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a> <a href="https://infosec.exchange/tags/Adoption" class="mention hashtag" rel="nofollow noopener" target="_blank">#Adoption</a>

Simon HearsWow. Wow. Wow. Thank you <a href="https://mastodon.social/@grimalkina" class="u-url mention" rel="nofollow noopener" target="_blank">@grimalkina</a>, Lizzie, Liz, and Jennifer. More Leaders need to listen in to this fantastic panel discussion about the value of developer experience. <a href="https://cosocial.ca/tags/platform" class="mention hashtag" rel="nofollow noopener" target="_blank">#platform</a> <a href="https://cosocial.ca/tags/productivity" class="mention hashtag" rel="nofollow noopener" target="_blank">#productivity</a> <a href="https://cosocial.ca/tags/experiments" class="mention hashtag" rel="nofollow noopener" target="_blank">#experiments</a> <a href="https://cosocial.ca/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://cosocial.ca/tags/roi" class="mention hashtag" rel="nofollow noopener" target="_blank">#roi</a> <a href="https://www.youtube.com/live/Vwc5M2cDb5E" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/live/Vwc5M2cDb5E</a>

Nebraska.CodeAdrienne Braganza Tacke presents 'Looks GREAT To Me: Getting Past Bare Minimum Code Reviews' July 24th at Nebraska.Code().<a href="https://nebraskacode.amegala.com/" rel="nofollow noopener" translate="no" target="_blank">https://nebraskacode.amegala.com/</a><a href="https://mastodon.social/tags/CodeReviews" class="mention hashtag" rel="nofollow noopener" target="_blank">#CodeReviews</a> <a href="https://mastodon.social/tags/SoftwareCraftsmanship" class="mention hashtag" rel="nofollow noopener" target="_blank">#SoftwareCraftsmanship</a> <a href="https://mastodon.social/tags/TechnologyConference" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechnologyConference</a> <a href="https://mastodon.social/tags/Nebraska" class="mention hashtag" rel="nofollow noopener" target="_blank">#Nebraska</a> <a href="https://mastodon.social/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.social/tags/softwaredevelopment" class="mention hashtag" rel="nofollow noopener" target="_blank">#softwaredevelopment</a> <a href="https://mastodon.social/tags/softwareengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#softwareengineering</a> <a href="https://mastodon.social/tags/DeveloperConference" class="mention hashtag" rel="nofollow noopener" target="_blank">#DeveloperConference</a> <a href="https://mastodon.social/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://mastodon.social/tags/Metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a> <a href="https://mastodon.social/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://mastodon.social/tags/WomenInTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#WomenInTech</a> <a href="https://mastodon.social/tags/WomenInSTEM" class="mention hashtag" rel="nofollow noopener" target="_blank">#WomenInSTEM</a> <a href="https://mastodon.social/tags/lincolnnebraska" class="mention hashtag" rel="nofollow noopener" target="_blank">#lincolnnebraska</a> <a href="https://mastodon.social/tags/TechTalk" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechTalk</a>

Johannes KastlGood news! After some fiddling and understanding the repository layout I finally have working OpenTelemetry Collector packages for <a href="https://fosstodon.org/@opensuse" class="u-url mention" rel="nofollow noopener" target="_blank">@opensuse</a>!Packages for the "core" or "classic" collector, the contrib distribution and the otlp distribution are working fine in my tests and have been submitted to the server:monitoring devel project. This includes the packages required to build them.Here is a vagrant-libvirt setup to play around with the packages (three branches currently).<a href="https://codeberg.org/johanneskastl/opentelemetry-collector_opensuse_vagrant_libvirt_ansible" rel="nofollow noopener" translate="no" target="_blank">https://codeberg.org/johanneskastl/opentelemetry-collector_opensuse_vagrant_libvirt_ansible</a> <a href="https://github.com/johanneskastl/opentelemetry-collector_opensuse_vagrant_libvirt_ansible" rel="nofollow noopener" translate="no" target="_blank">https://github.com/johanneskastl/opentelemetry-collector_opensuse_vagrant_libvirt_ansible</a>Once I find some information on how to use the ebpf-profiler distribution, I will test that package and add a branch for it.<a href="https://digitalcourage.social/tags/openSUSE" class="mention hashtag" rel="nofollow noopener" target="_blank">#openSUSE</a> <a href="https://digitalcourage.social/tags/Tumbleweed" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tumbleweed</a> <a href="https://digitalcourage.social/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://digitalcourage.social/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetry</a> <a href="https://digitalcourage.social/tags/OpenTelemetryCollector" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetryCollector</a> <a href="https://digitalcourage.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://digitalcourage.social/tags/Ttracing" class="mention hashtag" rel="nofollow noopener" target="_blank">#Ttracing</a> <a href="https://digitalcourage.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> <a href="https://digitalcourage.social/tags/PackagersLife" class="mention hashtag" rel="nofollow noopener" target="_blank">#PackagersLife</a> <a href="https://digitalcourage.social/tags/HellYeah" class="mention hashtag" rel="nofollow noopener" target="_blank">#HellYeah</a>

Hans-Christoph SteinerA simple metric from <a href="https://social.librem.one/tags/FDroid" class="mention hashtag" rel="nofollow noopener" target="_blank">#FDroid</a> <a href="https://social.librem.one/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> data: app downloads per week. Start with data from 1 of 2 servers for f-droid.org: http02, add hits for paths ending in ".apk". That gave about 2 million. Multiply by 18 (fronters + mirrors) and get ~36 mil app downloads a week.import requests hits = 0 r = requests.get(f'<a href="https://fdroid.gitlab.io/metrics/http03.fdroid.net/2025-05-26.json" rel="nofollow noopener" target="_blank">https://fdroid.gitlab.io/metrics/http03.fdroid.net/2025-05-26.json</a>') data = r.json() for path in data['paths']: if path.endswith('.apk'): hits += data['paths'][path]['hits'] print('APKs', hits)<a href="https://forum.f-droid.org/t/experiment-in-f-droid-org-metrics/32454" rel="nofollow noopener" target="_blank">https://forum.f-droid.org/t/experiment-in-f-droid-org-metrics/32454</a>

Frontend DogmaThe Perverse Incentives of Vibe Coding, by @fredbenenson.com (<a href="https://me.dm/@uxdesigncc" class="u-url mention" rel="nofollow noopener" target="_blank">@uxdesigncc</a>):<a href="https://archive.fo/RuBQu" rel="nofollow noopener" translate="no" target="_blank">https://archive.fo/RuBQu</a><a href="https://mas.to/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://mas.to/tags/vibecoding" class="mention hashtag" rel="nofollow noopener" target="_blank">#vibecoding</a> <a href="https://mas.to/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://mas.to/tags/economics" class="mention hashtag" rel="nofollow noopener" target="_blank">#economics</a> <a href="https://mas.to/tags/tipsandtricks" class="mention hashtag" rel="nofollow noopener" target="_blank">#tipsandtricks</a>

andrecattaThe metric is the problem: measuring GenAI "adoption" by tracking how many people are doing something, within a process designed to reduce headcount. It's engineering focused on optimization, not on value creation or human impact. 🤦‍♀️ <a href="https://hachyderm.io/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GenAI</a> <a href="https://hachyderm.io/tags/Engineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#Engineering</a> <a href="https://hachyderm.io/tags/Metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Metrics</a> <a href="https://hachyderm.io/tags/Process" class="mention hashtag" rel="nofollow noopener" target="_blank">#Process</a> <a href="https://hachyderm.io/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://hachyderm.io/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Tech</a> <a href="https://hachyderm.io/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#artificialintelligence</a>

💧🌏 Greg CocksA Comprehensive Framework For Evaluating The Quality Of Street View Imagery -- <a href="https://doi.org/10.1016/j.jag.2022.103094" rel="nofollow noopener" translate="no" target="_blank">https://doi.org/10.1016/j.jag.2022.103094</a> <-- shared paper -- “HIGHLIGHTS • [They] propose the first comprehensive quality framework for street view imagery. • Framework comprises 48 quality elements and may be applied to other image datasets. • [They] implement partial evaluation for data in 9 cities, exposing varying quality. • The implementation is released open-source and can be applied to other locations. • [They] provide an overdue definition of street view imagery..." <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#mapping</a> <a href="https://techhub.social/tags/streetlevelimagery" class="mention hashtag" rel="nofollow noopener" target="_blank">#streetlevelimagery</a> <a href="https://techhub.social/tags/Crowdsourcing" class="mention hashtag" rel="nofollow noopener" target="_blank">#Crowdsourcing</a> <a href="https://techhub.social/tags/QualityAssessmentFramework" class="mention hashtag" rel="nofollow noopener" target="_blank">#QualityAssessmentFramework</a> <a href="https://techhub.social/tags/Heterogeneity" class="mention hashtag" rel="nofollow noopener" target="_blank">#Heterogeneity</a> <a href="https://techhub.social/tags/imagery" class="mention hashtag" rel="nofollow noopener" target="_blank">#imagery</a> <a href="https://techhub.social/tags/dataquality" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataquality</a> <a href="https://techhub.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://techhub.social/tags/QA" class="mention hashtag" rel="nofollow noopener" target="_blank">#QA</a> <a href="https://techhub.social/tags/urban" class="mention hashtag" rel="nofollow noopener" target="_blank">#urban</a> <a href="https://techhub.social/tags/cities" class="mention hashtag" rel="nofollow noopener" target="_blank">#cities</a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/StreetView" class="mention hashtag" rel="nofollow noopener" target="_blank">#StreetView</a> <a href="https://techhub.social/tags/Google" class="mention hashtag" rel="nofollow noopener" target="_blank">#Google</a> <a href="https://techhub.social/tags/Mapillary" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mapillary</a> <a href="https://techhub.social/tags/KartaView" class="mention hashtag" rel="nofollow noopener" target="_blank">#KartaView</a> <a href="https://techhub.social/tags/commercial" class="mention hashtag" rel="nofollow noopener" target="_blank">#commercial</a> <a href="https://techhub.social/tags/crowsourced" class="mention hashtag" rel="nofollow noopener" target="_blank">#crowsourced</a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#opendata</a> <a href="https://techhub.social/tags/consistency" class="mention hashtag" rel="nofollow noopener" target="_blank">#consistency</a> <a href="https://techhub.social/tags/standards" class="mention hashtag" rel="nofollow noopener" target="_blank">#standards</a> <a href="https://techhub.social/tags/specifications" class="mention hashtag" rel="nofollow noopener" target="_blank">#specifications</a> <a href="https://techhub.social/tags/metadata" class="mention hashtag" rel="nofollow noopener" target="_blank">#metadata</a> <a href="https://techhub.social/tags/accuracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#accuracy</a> <a href="https://techhub.social/tags/precision" class="mention hashtag" rel="nofollow noopener" target="_blank">#precision</a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatiotemporal</a> <a href="https://techhub.social/tags/terrestrial" class="mention hashtag" rel="nofollow noopener" target="_blank">#terrestrial</a> <a href="https://techhub.social/tags/assessment" class="mention hashtag" rel="nofollow noopener" target="_blank">#assessment</a>

petersuberWhat's going on when some <a href="https://fediscience.org/tags/universities" class="mention hashtag" rel="nofollow noopener" target="_blank">#universities</a> jump more than 950% in one year on <a href="https://fediscience.org/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> used in university <a href="https://fediscience.org/tags/rankings" class="mention hashtag" rel="nofollow noopener" target="_blank">#rankings</a>? Are they gaming the metrics? <a href="https://www.biorxiv.org/content/10.1101/2025.05.09.653229v1" rel="nofollow noopener" translate="no" target="_blank">https://www.biorxiv.org/content/10.1101/2025.05.09.653229v1</a>"Key findings include publication growth of up to 965%, concentrated in STEM fields; surges in hyper-prolific authors and highly cited articles; and dense internal co-authorship and citation clusters. The group [of studied institutions] also exhibited elevated shares of publications in delisted journals and high retraction rates. These patterns illustrate vulnerabilities in global ranking systems, as metrics lose meaning when treated as targets (Goodhart’s Law) and institutions emulate high-performing peers under competitive pressure (institutional isomorphism). Without reform, rankings may continue incentivizing behaviors that distort scholarly contribution and compromise research integrity."<a href="https://fediscience.org/tags/Academia" class="mention hashtag" rel="nofollow noopener" target="_blank">#Academia</a> <a href="https://a.gup.pe/u/academicchatter" class="u-url mention" rel="nofollow noopener" target="_blank">@academicchatter</a>

💧🌏 Greg CocksNature-Based Solutions As Building Blocks For Coastal Flood Risk Reduction - A Model-Based Ecosystem Service Assessment -- <a href="https://doi.org/10.1038/s41598-025-95230-4" rel="nofollow noopener" translate="no" target="_blank">https://doi.org/10.1038/s41598-025-95230-4</a> <-- shared paper -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#mapping</a> <a href="https://techhub.social/tags/naturebased" class="mention hashtag" rel="nofollow noopener" target="_blank">#naturebased</a> <a href="https://techhub.social/tags/naturebasedsolutions" class="mention hashtag" rel="nofollow noopener" target="_blank">#naturebasedsolutions</a> <a href="https://techhub.social/tags/NbS" class="mention hashtag" rel="nofollow noopener" target="_blank">#NbS</a> <a href="https://techhub.social/tags/flood" class="mention hashtag" rel="nofollow noopener" target="_blank">#flood</a> <a href="https://techhub.social/tags/flooding" class="mention hashtag" rel="nofollow noopener" target="_blank">#flooding</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#modeling</a> <a href="https://techhub.social/tags/ecosystem" class="mention hashtag" rel="nofollow noopener" target="_blank">#ecosystem</a> <a href="https://techhub.social/tags/assessment" class="mention hashtag" rel="nofollow noopener" target="_blank">#assessment</a> <a href="https://techhub.social/tags/floodrisk" class="mention hashtag" rel="nofollow noopener" target="_blank">#floodrisk</a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener" target="_blank">#risk</a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener" target="_blank">#hazard</a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener" target="_blank">#climatechange</a> <a href="https://techhub.social/tags/adaption" class="mention hashtag" rel="nofollow noopener" target="_blank">#adaption</a> <a href="https://techhub.social/tags/extremeweather" class="mention hashtag" rel="nofollow noopener" target="_blank">#extremeweather</a> <a href="https://techhub.social/tags/stormsurge" class="mention hashtag" rel="nofollow noopener" target="_blank">#stormsurge</a> <a href="https://techhub.social/tags/mitigation" class="mention hashtag" rel="nofollow noopener" target="_blank">#mitigation</a> <a href="https://techhub.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://techhub.social/tags/quantitative" class="mention hashtag" rel="nofollow noopener" target="_blank">#quantitative</a> <a href="https://techhub.social/tags/hydrogeomorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#hydrogeomorphic</a> <a href="https://techhub.social/tags/geomorphology" class="mention hashtag" rel="nofollow noopener" target="_blank">#geomorphology</a> <a href="https://techhub.social/tags/geomorphometry" class="mention hashtag" rel="nofollow noopener" target="_blank">#geomorphometry</a> <a href="https://techhub.social/tags/ecohydromorphodynamic" class="mention hashtag" rel="nofollow noopener" target="_blank">#ecohydromorphodynamic</a> <a href="https://techhub.social/tags/modular" class="mention hashtag" rel="nofollow noopener" target="_blank">#modular</a> <a href="https://techhub.social/tags/habitat" class="mention hashtag" rel="nofollow noopener" target="_blank">#habitat</a> <a href="https://techhub.social/tags/storm" class="mention hashtag" rel="nofollow noopener" target="_blank">#storm</a> <a href="https://techhub.social/tags/sealevelrise" class="mention hashtag" rel="nofollow noopener" target="_blank">#sealevelrise</a> <a href="https://techhub.social/tags/SLT" class="mention hashtag" rel="nofollow noopener" target="_blank">#SLT</a> <a href="https://techhub.social/tags/Sicily" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sicily</a> <a href="https://techhub.social/tags/coast" class="mention hashtag" rel="nofollow noopener" target="_blank">#coast</a> <a href="https://techhub.social/tags/coastal" class="mention hashtag" rel="nofollow noopener" target="_blank">#coastal</a> <a href="https://techhub.social/tags/barriers" class="mention hashtag" rel="nofollow noopener" target="_blank">#barriers</a> <a href="https://techhub.social/tags/mangrove" class="mention hashtag" rel="nofollow noopener" target="_blank">#mangrove</a> <a href="https://techhub.social/tags/vegetation" class="mention hashtag" rel="nofollow noopener" target="_blank">#vegetation</a>

Data BeneWow - <a href="https://PGConf.DE" rel="nofollow noopener" translate="no" target="_blank">https://PGConf.DE</a> (Die Deutsche PostgreSQL Konferenz 2025) had an excellent turnout of 347 attendees, the largest ever for PostgreSQL Conference Germany! Our team were proud bronze sponsors for the event, and we're very much looking forward to the 2026 edition of the conference. Till then 🐘See the wrap-up for the conference: <a href="https://www.postgresql.eu/events/pgconfde2025/news/conference-wrap-up-169/" rel="nofollow noopener" translate="no" target="_blank">https://www.postgresql.eu/events/pgconfde2025/news/conference-wrap-up-169/</a> <a href="https://fosstodon.org/tags/berlin" class="mention hashtag" rel="nofollow noopener" target="_blank">#berlin</a> <a href="https://fosstodon.org/tags/germany" class="mention hashtag" rel="nofollow noopener" target="_blank">#germany</a> <a href="https://fosstodon.org/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#tech</a> <a href="https://fosstodon.org/tags/techevent" class="mention hashtag" rel="nofollow noopener" target="_blank">#techevent</a> <a href="https://fosstodon.org/tags/postgresql" class="mention hashtag" rel="nofollow noopener" target="_blank">#postgresql</a> <a href="https://fosstodon.org/tags/postgres" class="mention hashtag" rel="nofollow noopener" target="_blank">#postgres</a> <a href="https://fosstodon.org/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://fosstodon.org/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://fosstodon.org/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://fosstodon.org/tags/timeseries" class="mention hashtag" rel="nofollow noopener" target="_blank">#timeseries</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#geospatial</a> <a href="https://fosstodon.org/tags/analytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#analytics</a> <a href="https://fosstodon.org/tags/olap" class="mention hashtag" rel="nofollow noopener" target="_blank">#olap</a> <a href="https://fosstodon.org/tags/oltp" class="mention hashtag" rel="nofollow noopener" target="_blank">#oltp</a>

petersuberNew study: <a href="https://fediscience.org/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#ChatGPT</a> is not very good at predicting the <a href="https://fediscience.org/tags/reproducibility" class="mention hashtag" rel="nofollow noopener" target="_blank">#reproducibility</a> of a research article from its methods section. <a href="https://link.springer.com/article/10.1007/s10115-025-02428-z" rel="nofollow noopener" translate="no" target="_blank">https://link.springer.com/article/10.1007/s10115-025-02428-z</a>PS: Five years ago, I asked this question on Twitter/X: "If a successful replication boosts the credibility a research article, then does a prediction of a successful replication, from an honest prediction market, do the same, even to a small degree?" <a href="https://x.com/petersuber/status/1259521012196167681" rel="nofollow noopener" translate="no" target="_blank">https://x.com/petersuber/status/1259521012196167681</a>What if <a href="https://fediscience.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> eventually make these predictions better than prediction markets? Will research <a href="https://fediscience.org/tags/assessment" class="mention hashtag" rel="nofollow noopener" target="_blank">#assessment</a> committees (notoriously inclined to resort to simplistic <a href="https://fediscience.org/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a>) start to rely on LLM replication or reproducibility predictions? <a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://fediscience.org/tags/ScholComm" class="mention hashtag" rel="nofollow noopener" target="_blank">#ScholComm</a>

Federico AntinCreatividad Más Allá de las Métricas / Creativity Beyond Metrics<a href="https://www.linkedin.com/posts/federicoantin_davidogilvy-publicidad-advertising-activity-7326604622821769217-bZJT" rel="nofollow noopener" translate="no" target="_blank">https://www.linkedin.com/posts/federicoantin_davidogilvy-publicidad-advertising-activity-7326604622821769217-bZJT</a>📷 Rob Mieremet / Anefo<a href="https://mastodon.social/tags/DavidOgilvy" class="mention hashtag" rel="nofollow noopener" target="_blank">#DavidOgilvy</a> <a href="https://mastodon.social/tags/publicidad" class="mention hashtag" rel="nofollow noopener" target="_blank">#publicidad</a> <a href="https://mastodon.social/tags/advertising" class="mention hashtag" rel="nofollow noopener" target="_blank">#advertising</a> <a href="https://mastodon.social/tags/marketing" class="mention hashtag" rel="nofollow noopener" target="_blank">#marketing</a> <a href="https://mastodon.social/tags/creatividad" class="mention hashtag" rel="nofollow noopener" target="_blank">#creatividad</a> <a href="https://mastodon.social/tags/creativity" class="mention hashtag" rel="nofollow noopener" target="_blank">#creativity</a> <a href="https://mastodon.social/tags/KPI" class="mention hashtag" rel="nofollow noopener" target="_blank">#KPI</a> <a href="https://mastodon.social/tags/OKR" class="mention hashtag" rel="nofollow noopener" target="_blank">#OKR</a> <a href="https://mastodon.social/tags/m%C3%A9tricas" class="mention hashtag" rel="nofollow noopener" target="_blank">#métricas</a> <a href="https://mastodon.social/tags/metrics" class="mention hashtag" rel="nofollow noopener" target="_blank">#metrics</a> <a href="https://mastodon.social/tags/marcas" class="mention hashtag" rel="nofollow noopener" target="_blank">#marcas</a> <a href="https://mastodon.social/tags/brands" class="mention hashtag" rel="nofollow noopener" target="_blank">#brands</a> <a href="https://mastodon.social/tags/branding" class="mention hashtag" rel="nofollow noopener" target="_blank">#branding</a> <a href="https://mastodon.social/tags/storytelling" class="mention hashtag" rel="nofollow noopener" target="_blank">#storytelling</a> <a href="https://mastodon.social/tags/contenido" class="mention hashtag" rel="nofollow noopener" target="_blank">#contenido</a> <a href="https://mastodon.social/tags/content" class="mention hashtag" rel="nofollow noopener" target="_blank">#content</a> <a href="https://mastodon.social/tags/Linkedin" class="mention hashtag" rel="nofollow noopener" target="_blank">#Linkedin</a>

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