#Unpaywall

@ndocist.bsky.social

5 months ago

We’re now OpenAlex - OpenAlex blog For years, we’ve been working under the name OurResearch. That name sat at the top of our org chart, with three child projects under it: OpenAlex, Unpaywall, and Unsub. Starting today, things are simp...

We’re now #OpenAlex
Jusqu'à aujourd'hui, OpenAlex, #Unpaywall et #Unsub étaient gérés par #OurResearch.
Désormais OpenAlex gère Unpaywall et Unsub qui deviennent des extensions de service.
Nouvelle stratégie après une "année difficile"...
#openscience #openaccess

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@ndocist.bsky.social

6 months ago

Unpaywall improvements: more gold, better green - OurResearch blog We recently announced that we’d completely rewritten Unpaywall to make it faster, more accurate, and (most importantly) easier to fix and improve. We wanted to move Unpaywall from product to process, ...

#Unpaywall improvements: more gold, better green - OurResearch blog
#openaccess
Unpaywal est intégré aux #discoverytools des #bibliothèques
Est-il couramment utilisé par les publics de l'#ESR ?
Je parle d'Unpaywall mais on peut se poser la question aussi pour les discovery tools des BU...

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Jens Mittelbach

@jmiba.bsky.social

6 months ago

Unpaywall improvements: more gold, better green Jason: We recently announced that we’d completely rewritten Unpaywall to make it faster, more accurate, and (most importantly) easier to fix and improve. We wanted to move Unpaywall from product to process, something we could continuously improve along with the community.Well, we’ve been working hard on that over the last few months and here’s an update!Better Gold coverageBy far the most common OA color is gold. In fact, based on our manual sampling, 25% of Crossref DOIs are gold OA, which is much higher than I’d expected and much higher than it used to be. (note: in this and all following stats we exclude component DOIs, which aren’t indexed in Unpaywall).Coverage of gold is very tricky, because it’s all about the status of the work’s source, not the work itself. So we need very comprehensive coverage of sources, which is as hard as it sounds.Of course there’s DOAJ which is fantastic but they only cover a small subset of gold OA journals. And even for those journals, DOAJ often only tells us that a given journal is fully OA since a certain date—we still need to figure out if the back catalog is open or not.In recent weeks, we’ve finished several projects to add the “this is gold OA” flag to new journals:We crawled 50k OJS journals, adding gold status to 17,000 of them (many thanks to Juan Pablo Alperin and Diego Chavarro for their help in getting a list of OJS journals!)We marked 1,200 new journals gold using data from J-STAGE.We marked 100 new journals gold using data from SciELOWe added gold status to several dozen journals from fully-OA publishers including including MDPI, Academic Journals, and Edorium.We also modified our algorithm to assign gold instead of bronze when we know an article is OA, but we can’t figure out its source. Since gold is 2.5x more common than bronze, this will result in fewer errors overall.Overall, this has made a big change in our gold coverage: now 19% of Unpaywall is gold, compared to 14% in May.Green OAWe’ve made several changes in our green OA approach. These have not increased our total green percentage, but they have made our assignment of colors more consistent.The rule for green has always been that if the best OA location is in a repository, it’s green. But, like gold, this is very dependent on us correctly describing the source as a repository. We’re very good at this for institutional repositories—but we’ve not been so good for preprint and data repositories, which are both much more common today then they were when we started Unpaywall.Other changesWe fixed a bug causing us to list works published under the Elsevier User License as Hybrid. Since we don’t consider that to be an OA license, we moved these to bronze.We marked SSRN as an open repository…it’s on the bubble but since all works are available free right away, for us it counts.ResultsThe “ground truth” dataset is a random sample of 500 DOIs from Crossref. It excludes component DOIs and DOIs that don’t resolve. Each DOI is manually annotated by our team, which often includes doing lots of research on the journals and repositories that host the content. The definitions of oa_status colors come from here, which is in turn based on the original 2018 Unpaywall paper in PeerJ.As you can see, we’re moving in the correct direction when it comes to gold and hybrid, green isn’t changing, and bronze coverage is going backwards a bit, although it’s still pretty close to the ground truth number. Our roadmap will prioritize green and gold for the next few months at least.The futureThe most important change for Unpaywall moving forward is the upcoming rewrite of OpenAlex, which will be gradually rolled out October-November of this year. That’s because when this rewrite is deployed, OpenAlex and Unpaywall will finally share the exact same codebase. Of course this will eliminate those pesky, embarrassing bugs where Unpaywall and OpenAlex disagree. But more importantly, it’ll link the large Unpaywall and OpenAlex communities, allowing everyone to improve both products together.Even before that, though, we’ll be unveiling another exciting change: a new and improved curation portal. This will make it easier to fix article-level bugs in Unpaywall, including bugs that current curation solution doesn’t address (like missing PDF URLs and incorrect licenses). Even cooler, though it’ll allow users to fix source-level bugs, particularly fixing journals that should be marked gold, but aren’t. Although someday AI might let us automate this, for now, we think that active community curation is the only viable way to keep that data accurate and up to date. The unification of OpenAlex and Unpaywall codebases means that all these changes will propagate to both systems within days.Ok, that’s all for now! Thanks for your support and as always, please get in touch with any suggestions or feedback!The post Unpaywall improvements: more gold, better green appeared first on OurResearch blog.

Unpaywall makes a big leap in gold OA accuracy. OJS, J-STAGE, SciELO, MDPI data new logic = bump from 14% to 19% gold. Green OA logic improved too. A new curation portal OpenAlex code merge are next. #OpenAccess #Unpaywall #OpenAlex

blog.ourresearch.org/unpaywall-im...

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infoDOCKET

@infodocket.bsky.social

6 months ago

Unpaywall improvements: more gold, better green - OurResearch blog We recently announced that we’d completely rewritten Unpaywall to make it faster, more accurate, and (most importantly) easier to fix and improve. We wanted to move Unpaywall from product to process, ...

#Unpaywall Improvements: More Gold, Better Green (via #OurResearch) blog.ourresearch.org/unpaywall-im... #scholcomm #publishing #OA

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Petra Neussl

@buecherwurm99.bsky.social

7 months ago

We’re Rebuilding OpenAlex While It’s Running — Here’s What’s Changing - OurResearch blog TLDR: Over the next five months we’re migrating OpenAlex to a new, better codebase; our schema won’t change, but some data (5%) will, and we’ll add over 50 million new works. Why the change OpenAlex w...

blog.ourresearch.org/were-rebuild...

#openalex #unpaywall

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Jens Mittelbach

@jmiba.bsky.social

7 months ago

We’re Rebuilding OpenAlex While It’s Running — Here’s What’s Changing Jason: TLDR: Over the next five months we’re migrating OpenAlex to a new, better codebase; our schema won’t change, but some data (5%) will, and we’ll add over 50 million new works.Why the changeOpenAlex was written in a big hurry, to fill the gap left when Microsoft Academic Graph disappeared. The code was rushed and hacky, and it shows:Unpaywall and OpenAlex are awkwardly integrated and sometimes disagree.Fixing bugs and adding features takes forever.Adding new sources (eg DataCite) and entity types (grants) is nigh impossible.The solutionWe’re merging the codebases of Unpaywall and OpenAlex, and rebuilding everything atop Apache Spark hosted on Databricks. This stack is more modern, maintainable, and much much faster.What’s changingOur goal is to fix the code, not change the functionality or data. That said, you’ll inevitably notice some changes, intended and otherwise. It’s like swapping out the engine of your car—while you’re driving. Here’s what will change:50 million new works: we’re adding oodles of content from DataCite and institutional repositories, with more coming soon.Unpaywall and OpenAlex will always agree (though they’ll stay separate apps).You can edit our data: users will be able curate mistakes and see the curations applied within days. Lots of small data changes across the whole dataset—for example, some works’ citation counts may grow or shrink, some works will get new OA links, etc. This is impossible to avoid, but our goal is to make sure nothing changes by more than 5%.New topics algo: works created after the migration will use an updated algorithm but deliver similar results using the same taxonomy.New keywords: works will get new keywords from a new algorithm based on our concepts algo.What’s not changingIDs will stay stable, so if you request a work/author/etc by OpenAlex ID you’ll get the same thing before and after the migration.Functionality will stay the same in the API, web UI, and snapshot. It’ll all work like before.The data schema won’t change.TimelineJune 1: Unpaywall Unpaywall migration doneOct 1: Beta launchPreliminary data from the new codebase can be used in the API by adding the data_version=2 param. Web-based comparison tool launchesBeta snapshot of new data is published; you can explore this one.Nov 1: LaunchThe API and UI serve data from the new codebase by default. Data from the old codebase deprecated but still available by adding in the API by using the data_version=1 param. Prod snapshot of new data is published; you should use this oneDec 1: CompletionData from the old codebase is no longer available in API. Web-based comparison tool retiredOne last snapshot of the old data is published.Stay up to date!The rewrite is nearing release, but it’s still in very active development and we’re learning as we go. Some things might go worse than expected, some better. We’ll be making regular updates via the openalex-users Google Group, so sign up there if you want to stay up to date on everything.The post We’re Rebuilding OpenAlex While It’s Running — Here’s What’s Changing appeared first on OurResearch blog.

OpenAlex is getting a major overhaul—in motion. The team is rebuilding OpenAlex and merging it with Unpaywall, adding 50M works, fixing legacy bugs, and enabling user curation—all while keeping schema and IDs stable. #OpenAlex #Unpaywall #ScholarlyData

blog.ourresearch.org/were-rebuild...

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infoDOCKET

@infodocket.newsie.social.ap.brid.gy

7 months ago

Major Update to #Unpaywall Database (via #OurResearch) blog.ourresearch.org/major-update-to-unpaywal...

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Hunteress

@hunteress.eurosky.social

9 months ago

Unpaywall – Holen Sie sich diese Erweiterung für 🦊 Firefox (de) Laden Sie Unpaywall für Firefox herunter. Get free text of research papers as you browse, using Unpaywall's index of ten million legal, open-access articles.

#Unpaywall funktioniert nicht bei allen Artikeln und Papern!, jedoch bei ausreichend um nicht nur auf den Abstract schauen zu können, weil danach die Paywall greift.

addons.mozilla.org/de/firefox/a...

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Academic Practices

@academic-practices.bsky.social

11 months ago

#PaperPanda: paperpanda.app
#DOAJ: doaj.org
OA.mg: oa.mg
#Unpaywall: unpaywall.org
Open Access Button: openaccessbutton.org
#CORE: core.ac.uk
#arxiv: arxiv.org

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Ale

@alesarrett.bsky.social

1 year ago

Unpaywall

Se può essere utile, @donata.bsky.social, consiglio di installare #unpaywall come estensione/plugin in Firefox o Chrome: unpaywall.org/products/ext...
Nel caso sia già presente in qualche repository aperto una versione in #OpenAccess dell'articolo, potrai scaricarla direttamente cliccando sull'icona

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nerd 🌞

@ennmo.bsky.social

1 year ago

Unpaywall

Discover the power of open access with Unpaywall! 🌍📚 This amazing tool helps you find free versions of research papers. Check it out now! 🔗 unpaywall.org #OpenAccess #Research #Unpaywall

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