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Clarivate at NUI
Galway
October 2018
Stephen Smith
Clarivate Analytics
Country Manager Ireland
We are evolving.
The Web of Science content has been considerably
expanded in recent years.
Now that we are Clarivate Analytics, the pace of these
developments will accelerate.
4
Re-establishment of ISI
What was ISI?
ISI, the Institute for Scientific information, was the founding company of all of Clarivate, and the heart of what is
now the Scientific & Academic Research group. It was created by Dr Eugene Garfield in 1960 to offer bibliometric
database services. For 50 years ISI was the key source of research and product development in the world
of scientometrics. It was THE place where cutting edge and responsible research metrics were first pioneered.
What is ISI, as Clarivate?
”ISI will be a place where we house our expertise, experience and deep thinking that drives our editorial rigor, our
policy and partnerships, rankings and analytics. From the institute we will work with and for the research
community - researchers, publishers, governments, industry bodies, libraries and funders will all be welcome.
The institute will be both the heart and soul of our group and the brains behind our most complex thinking to
solve the problems of our community.” – Annette Thomas
Why is ISI so important?
The institute will be an industry leading think tank and creator, focused on the development of existing and new
bibliometric and analytical approaches, editorial excellence and collaboration with the broader research
community.
Re-establishment of ISI
Annette Thomas, CEO
Samantha Burridge, Director
of Transformation and
Strategy
Jonathan Adams
Director of ISI
Web of Science
Core Collection
Science Citation Index Expanded
Social Sciences Citation Index
Arts & Humanities Citation Index
Emerging Sources Citation Index
Book Citation Index
Conference Proceedings Citation
Index
Biological Abstracts
33,000+ unique journals
131 MILLION unique
records in a network of
more than
1.3 BILLION cited
references
Emerging Sources Citation Index (ESCI) benefits the academic research ecosystem
Journals identified as important
to key opinion leaders, funders &
evaluators worldwide
“ESCI has a positive effect on
research assessment and it
accelerates communication in
the scientific community.”
Early Insight on the ESCI: an
overlay map-based bibliometric
study
Scientometrics, March 18 2017
“Indexing in the ESCI will improve the
visibility of a journal, provides a mark of
quality, and is good for authors. We have
already seen examples of institutions and
funders suggesting publication in an ESCI
listed journal, similar to what already takes
places with other Web of Science
databases.”
James Hardcastle, Senior Manager, Product
Analytics
Taylor & Francis, February 13 2017
Launched in 2015
+6,800 journals
Scientific, Social Science
&Humanities trends and
developments
Journals selected &
reviewed by our Editorial
Team
 Does this journal target an
international audience or
specifically a regional
audience?
 Is international representation
among authors and board
members at an appropriate
level for such a journal?
 Total citations
 Recent citation activity
 Author and editorial board
members’ citations in the
literature
 Integration of the journal into
the literature over time
 Peer review
 Ethical publishing practices
 Meets technical requirements
(XML / PDF)
 English-language bibliographic
information
 Timeliness of publication
 International editorial
conventions
 Scholarly community
recommendation or
demonstrated interest
 Will this journal enrich WoS
with novel content?
 How does this journal compare
with covered journals of similar
scope?
 Is this subject already well
covered?
Green = ESCI selection requirements
Black = SCIE/SSCI/AHCI selection
http://wokinfo.com/essays/journal-selection-process/
ESCI selection is incorporated into the Web of Science Core Collection journal selection
process
Journal
Publishing
Standards
Editorial
Content
Internation
al Diversity
Citation
Analysis
Makes our rigorous selection criteria
more transparent by exposing content earlier in the selection process
The Value of ESCI
Research Evaluators
Expands research assessment to include 10 years of additional research output from many more
journals for evaluations at the institution, department, and researcher level.
Librarians
Allows your users to search and discover new areas of research and provide your users with deeper
regional coverage. Give your researchers a broader view of their personal metrics and more
comprehensive h-index calculations.
Researcher
Gain a broader view of your research output and impact, and calculate a more comprehensive h-index
and citation report. Discover new, emerging fields of research and gain a more global perspective.
Identify additional publication targets beyond journals in JCR. Identify new global collaborators.
Funders
Identify emerging fields and global trends. Add greater perspective to research output and impact.
Expand your view of grant applicants and reviewers to additional countries and fields.
Publishers
Identify new and emerging journals, authors, and topics. Gain greater insight into the performance of
your
journals as well as your competitors’.
Current solutions and
contents
10
11
Emerging Sources Citation Index (ESCI)
journals in
Social Sciences
and Arts &
Humanities
48%
50%
European
Journals
2,5M
records
2005-2018
7,200+
journals indexed
Open Access
papers
974 K
Open Access
journals (DOAJ)
2,095
• Enables expanded research assessment
& benchmarking
• Comprehensive search and discovery of
new areas of research
• Better understanding of the evolution
of emerging fields & global trends
• Identify new
collaboration opportunities in
emerging research areas
12
Clarivate Analytics evaluates and selects the best data repositories for content, persistence
and stability, and searchability. Data that we index is organized into three document types to
enhance searchability and discoverability:
• Repository: This resource consists of data studies and data sets and provides access to the
data.
• Data Study: This is a description of the study or experiment with the associated
data used in the study. Includes serial or longitudinal studies over time.
• Data Set: A single or coherent set of data, or a data file, provided by the
repository as part of a collection, data study, or experiment.
• Software: A computer program or package in source code or compiled form, which can be
installed on another machine and used to support & analyze research.
SEARCH
SOFTWARE
35K+
DATA STUDIES
795K+
DATASETS
6.5M+
340+
DATA
REPOSITORIES
Important data to consider outside traditional publishing
Data Citation Index
Open Access Repositories as per DOAR – Directory
of Open Access Repositories.
45,3% are European.
13
Refine results for Associated Data to surface articles that
mention more specific data sets or studies indexed in Data
Citation Index
• Exposing research data in search results
puts millions of data sets and data
studies directly into your discovery
workflow.
• Related data supports Open Science by
bringing more transparency to the
research process.
Important data to consider outside traditional publishing
Data Citation Index
14
Each patent is indexed by subject experts who re-write an abstract and indexes all subject specific
concepts, using controlled vocabularies and codes.
The novelty, use and advantage of an Invention are clearly stated, and
not buried within the original patent document.
SEARCH
Patents per
week
90K+
Patents
74M+
Unique
Inventions
35M+
40+
International
Patent Offices
Important data to consider outside traditional publishing
Derwent Innovation Index
15
Enhanced Title
In clear and detailed
English
New crystalline form B6 of neratinib base with
specific powder X-ray diffraction patterns, is
human epidermal growth factor receptor (HER)-2
inhibitor used to treat HER2-positive solid tumor
e.g. breast cancer and non-small cell lung cancer
Clear and concise
novelty
Clear and concise
advantage/Abstract
Patent family
(patents relating to
the same invention)
The crystalline form B6 of neratinib base: is
polymorphically pure or free of any other solid
state forms of neratinib base or their salts
(claimed); exhibits irreversible inhibition of …..
Crystalline form B6 of neratinib base, having a
data of at least one of a powder X-ray diffraction
(PXRD) pattern having peaks at 6.2, 11.6, 23,
23.8 and 24.7 degrees 2- theta plus minus 0.2
degrees 2- theta and/or a ……
WO2018005418-A1 04 Jan 2018
US354915P 27 Jun 2016
Important data to consider outside traditional publishing
Derwent Innovation Index
Solid state forms of
neratinib and salts thereof
16
Journal and Highly Cited data
Journal Citation Reports
Newly released Journal page
Journal and Highly Cited data
Essential Science Indicators
Analysis and benchmarking of 10
years of publications activities
Article-level Open Access
identification will help you
find legally available Green
& Hybrid articles in the
Web of Science.
Partnership with Impactstory
Web of Science now provides direct access to additional, legal Open Access content
Clarivate Analytics has invested in technology so that you can:
 Find Hybrid Gold OA articles when searching the Web of Science
 Find Green OA articles when searching the Web of Science
19
Open Access Information is exportable
The OA status is in a
separate column, so
can be filtered.
Blanks in this column
mean not OA.
If Exporting to
EndNote, the
tag used for the
status is OA.
Kopernio uses institutional subscriptions as well as free sources to
provide researchers with
ONE CLICK ACCESS to Full text documents
Web of Science
Core Collection
Science Citation Index Expanded Social
Sciences Citation Index
Arts & Humanities Citation Index
Emerging Sources Citation Index
Book Citation Index
Conference Proceedings Citation Index
Biological Abstracts
Web of Science
Kopernio is now a
Clarivate Analytics tool
21
Publons gives recognition for valuable peer
review work.
Over 455,761 researchers worldwide are using
their free Publons profile to effortlessly track,
verify and showcase their peer review work
across all the world's journals.
Publons is now part of Clarivate’s offerings
Analysis
22
23
117 manual rules of
unification for NUIG
ORGANISATION ANALYSISFROM ADDRESSES
10,000+
Unified
Organizations
900K RULES
FROM AUTHOR AKNOWLEDGEMENTS FUNDER ANALYSIS
1,000+
Unified
Funders
Cleaning and unification to build solid and reliable metadata
NUI Galway InCites
dashboard
24

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Web of Science NUI Galway October 2018

  • 1. Clarivate at NUI Galway October 2018 Stephen Smith Clarivate Analytics Country Manager Ireland
  • 2. We are evolving. The Web of Science content has been considerably expanded in recent years. Now that we are Clarivate Analytics, the pace of these developments will accelerate.
  • 3.
  • 4. 4 Re-establishment of ISI What was ISI? ISI, the Institute for Scientific information, was the founding company of all of Clarivate, and the heart of what is now the Scientific & Academic Research group. It was created by Dr Eugene Garfield in 1960 to offer bibliometric database services. For 50 years ISI was the key source of research and product development in the world of scientometrics. It was THE place where cutting edge and responsible research metrics were first pioneered. What is ISI, as Clarivate? ”ISI will be a place where we house our expertise, experience and deep thinking that drives our editorial rigor, our policy and partnerships, rankings and analytics. From the institute we will work with and for the research community - researchers, publishers, governments, industry bodies, libraries and funders will all be welcome. The institute will be both the heart and soul of our group and the brains behind our most complex thinking to solve the problems of our community.” – Annette Thomas Why is ISI so important? The institute will be an industry leading think tank and creator, focused on the development of existing and new bibliometric and analytical approaches, editorial excellence and collaboration with the broader research community.
  • 5. Re-establishment of ISI Annette Thomas, CEO Samantha Burridge, Director of Transformation and Strategy Jonathan Adams Director of ISI
  • 6. Web of Science Core Collection Science Citation Index Expanded Social Sciences Citation Index Arts & Humanities Citation Index Emerging Sources Citation Index Book Citation Index Conference Proceedings Citation Index Biological Abstracts 33,000+ unique journals 131 MILLION unique records in a network of more than 1.3 BILLION cited references
  • 7. Emerging Sources Citation Index (ESCI) benefits the academic research ecosystem Journals identified as important to key opinion leaders, funders & evaluators worldwide “ESCI has a positive effect on research assessment and it accelerates communication in the scientific community.” Early Insight on the ESCI: an overlay map-based bibliometric study Scientometrics, March 18 2017 “Indexing in the ESCI will improve the visibility of a journal, provides a mark of quality, and is good for authors. We have already seen examples of institutions and funders suggesting publication in an ESCI listed journal, similar to what already takes places with other Web of Science databases.” James Hardcastle, Senior Manager, Product Analytics Taylor & Francis, February 13 2017 Launched in 2015 +6,800 journals Scientific, Social Science &Humanities trends and developments Journals selected & reviewed by our Editorial Team
  • 8.  Does this journal target an international audience or specifically a regional audience?  Is international representation among authors and board members at an appropriate level for such a journal?  Total citations  Recent citation activity  Author and editorial board members’ citations in the literature  Integration of the journal into the literature over time  Peer review  Ethical publishing practices  Meets technical requirements (XML / PDF)  English-language bibliographic information  Timeliness of publication  International editorial conventions  Scholarly community recommendation or demonstrated interest  Will this journal enrich WoS with novel content?  How does this journal compare with covered journals of similar scope?  Is this subject already well covered? Green = ESCI selection requirements Black = SCIE/SSCI/AHCI selection http://wokinfo.com/essays/journal-selection-process/ ESCI selection is incorporated into the Web of Science Core Collection journal selection process Journal Publishing Standards Editorial Content Internation al Diversity Citation Analysis Makes our rigorous selection criteria more transparent by exposing content earlier in the selection process
  • 9. The Value of ESCI Research Evaluators Expands research assessment to include 10 years of additional research output from many more journals for evaluations at the institution, department, and researcher level. Librarians Allows your users to search and discover new areas of research and provide your users with deeper regional coverage. Give your researchers a broader view of their personal metrics and more comprehensive h-index calculations. Researcher Gain a broader view of your research output and impact, and calculate a more comprehensive h-index and citation report. Discover new, emerging fields of research and gain a more global perspective. Identify additional publication targets beyond journals in JCR. Identify new global collaborators. Funders Identify emerging fields and global trends. Add greater perspective to research output and impact. Expand your view of grant applicants and reviewers to additional countries and fields. Publishers Identify new and emerging journals, authors, and topics. Gain greater insight into the performance of your journals as well as your competitors’.
  • 11. 11 Emerging Sources Citation Index (ESCI) journals in Social Sciences and Arts & Humanities 48% 50% European Journals 2,5M records 2005-2018 7,200+ journals indexed Open Access papers 974 K Open Access journals (DOAJ) 2,095 • Enables expanded research assessment & benchmarking • Comprehensive search and discovery of new areas of research • Better understanding of the evolution of emerging fields & global trends • Identify new collaboration opportunities in emerging research areas
  • 12. 12 Clarivate Analytics evaluates and selects the best data repositories for content, persistence and stability, and searchability. Data that we index is organized into three document types to enhance searchability and discoverability: • Repository: This resource consists of data studies and data sets and provides access to the data. • Data Study: This is a description of the study or experiment with the associated data used in the study. Includes serial or longitudinal studies over time. • Data Set: A single or coherent set of data, or a data file, provided by the repository as part of a collection, data study, or experiment. • Software: A computer program or package in source code or compiled form, which can be installed on another machine and used to support & analyze research. SEARCH SOFTWARE 35K+ DATA STUDIES 795K+ DATASETS 6.5M+ 340+ DATA REPOSITORIES Important data to consider outside traditional publishing Data Citation Index Open Access Repositories as per DOAR – Directory of Open Access Repositories. 45,3% are European.
  • 13. 13 Refine results for Associated Data to surface articles that mention more specific data sets or studies indexed in Data Citation Index • Exposing research data in search results puts millions of data sets and data studies directly into your discovery workflow. • Related data supports Open Science by bringing more transparency to the research process. Important data to consider outside traditional publishing Data Citation Index
  • 14. 14 Each patent is indexed by subject experts who re-write an abstract and indexes all subject specific concepts, using controlled vocabularies and codes. The novelty, use and advantage of an Invention are clearly stated, and not buried within the original patent document. SEARCH Patents per week 90K+ Patents 74M+ Unique Inventions 35M+ 40+ International Patent Offices Important data to consider outside traditional publishing Derwent Innovation Index
  • 15. 15 Enhanced Title In clear and detailed English New crystalline form B6 of neratinib base with specific powder X-ray diffraction patterns, is human epidermal growth factor receptor (HER)-2 inhibitor used to treat HER2-positive solid tumor e.g. breast cancer and non-small cell lung cancer Clear and concise novelty Clear and concise advantage/Abstract Patent family (patents relating to the same invention) The crystalline form B6 of neratinib base: is polymorphically pure or free of any other solid state forms of neratinib base or their salts (claimed); exhibits irreversible inhibition of ….. Crystalline form B6 of neratinib base, having a data of at least one of a powder X-ray diffraction (PXRD) pattern having peaks at 6.2, 11.6, 23, 23.8 and 24.7 degrees 2- theta plus minus 0.2 degrees 2- theta and/or a …… WO2018005418-A1 04 Jan 2018 US354915P 27 Jun 2016 Important data to consider outside traditional publishing Derwent Innovation Index Solid state forms of neratinib and salts thereof
  • 16. 16 Journal and Highly Cited data Journal Citation Reports Newly released Journal page
  • 17. Journal and Highly Cited data Essential Science Indicators Analysis and benchmarking of 10 years of publications activities
  • 18. Article-level Open Access identification will help you find legally available Green & Hybrid articles in the Web of Science. Partnership with Impactstory Web of Science now provides direct access to additional, legal Open Access content Clarivate Analytics has invested in technology so that you can:  Find Hybrid Gold OA articles when searching the Web of Science  Find Green OA articles when searching the Web of Science
  • 19. 19 Open Access Information is exportable The OA status is in a separate column, so can be filtered. Blanks in this column mean not OA. If Exporting to EndNote, the tag used for the status is OA.
  • 20. Kopernio uses institutional subscriptions as well as free sources to provide researchers with ONE CLICK ACCESS to Full text documents Web of Science Core Collection Science Citation Index Expanded Social Sciences Citation Index Arts & Humanities Citation Index Emerging Sources Citation Index Book Citation Index Conference Proceedings Citation Index Biological Abstracts Web of Science Kopernio is now a Clarivate Analytics tool
  • 21. 21 Publons gives recognition for valuable peer review work. Over 455,761 researchers worldwide are using their free Publons profile to effortlessly track, verify and showcase their peer review work across all the world's journals. Publons is now part of Clarivate’s offerings
  • 23. 23 117 manual rules of unification for NUIG ORGANISATION ANALYSISFROM ADDRESSES 10,000+ Unified Organizations 900K RULES FROM AUTHOR AKNOWLEDGEMENTS FUNDER ANALYSIS 1,000+ Unified Funders Cleaning and unification to build solid and reliable metadata

Editor's Notes

  1. We have a 60-year legacy of curating the most authoritative knowledgebase, including the Web of Science, a custodian of 100 years’ worth of research. Over 7,000 leading academic, government institutions and corporations use Web of Science data for search, discovery and evaluation. The IP & Science division of Thomson Reuters was sold as a standalone business to Onex Partners in October 2016, to form a more agile new company, Clarivate Analytics. We are now an independent company in our own right, with over 4,000 employees around the world. Our values are Customer Focus, Performance and Trust.
  2. Deepest history Core Collection (includes over 18,000 journals) comprises a comprehensive back-file and cited reference data from 1900 to the present across 55 disciplines. Globally representative research Platform provides access to a global collection of over 33,000 journals of which 25% are North American based, as well as regional citation indexes funding acknowledgement data and content from the Derwent Patent Citation Index. This makes it easier to link funding with research output and impact., developed in partnership with leading research bodies such as the Chinese Academy of Sciences, which provide a complete global picture of new insights from research in China, Russia/ CIS, South Korea, Latin America, Spain, Portugal, the Caribbean and South Africa. Full research output covered Covers journals, conference proceedings, books, datasets and patents across sciences, social sciences, arts, and humanities. Unique funding data Funding acknowledgement data and content from the Derwent Patent Citation Index. This makes it easier to link funding with research output and impact.
  3. In 2015, we expanded the Web of Science Core Collection with the addition of the Emerging Sources Citation Index (ESCI), a globally focused collection of important journals that have the potential for high impact. ESCI content (2015-present) has been provided free to all WoS CC customers that subscribe to the 3 classic journal indexes (SCI-E, SSCI, AHCI), and has been available for purchase for institutions that do not. Although it has only existed for 2 years so far, the feedback we’ve heard in the market has been positive: A recent article in Scientometrics found ESCI to benefit scholarly communications, and we’re hearing from our publisher customers such as the Taylor & Francis journal manager quoted here that authors value ESCI selection when deciding where to submit article manuscripts. As a result, we’ll be offering a 10 year backfile for ESCI content.
  4. Although it has only existed for 2 years so far, the feedback we’ve heard in the market has been positive: A recent article in Scientometrics found ESCI to benefit scholarly communications, and we’re hearing from our publisher customers such as the Taylor & Francis journal manager quoted here that authors value ESCI selection when deciding where to submit article manuscripts. As a result, we’ll be offering a 10 year backfile for ESCI content. The Emerging Sources Citation Index Backfile expands your current Web of Science coverage—creating new connections to the past, for the most comprehensive discovery across areas of research in journals of regional importance, not found in more established journals.
  5. Access an array of data across subjects and regions, providing a.comprehensive picture of research output to understand data in context and maximize research efforts. The Data Citation Index on the Web of Science provides a single point of access to quality research data from repositories across disciplines and around the world. Through linked content and summary information, this data is displayed within the broader context of the scholarly research, enabling users to gain perspective that is lost when data sets or repositories are viewed in isolation. These connections allow researchers to efficiently access to an array of data across subjects and regions, providing a.comprehensive picture of research output, to maximize research efforts and accurately assess importance. For more than 50 years, Clarivate Analytics has provided intelligent information to accelerate research, discovery, and innovation. Today, more than 20 million researchers around the world rely on Web of Science to uncover connections across a variety of disciplines and content types. This is the an important section as DCI is undersold in this market so this could lead to Sales. Don will have to remind people what DCI is to get the value across. Will also be valuable in Europe. We only started capturing citations to research data last year which removes the main barrier we had to selling this-- It’s now newly sellable b/c closed loop with WOS Enable the discovery of data repositories, data studies and data sets in the context of traditional literature Link data to research publications Help researchers find data sets and studies and track the full impact of their research output Provide expanded measurement of researcher and institutional research output and assessment Facilitate more accurate and comprehensive bibliometric analyses
  6. WoS seamlessly integrates the discovery of research data to the standard research workflow, becoming a fully integrated part of the discovery experience of the WoS Core Collection. o We will be the only platform that will have this capability o This helps to increase the value of customer’s investment in the Data Citation Index and make it easier to demonstrate the value of DCI to new customers. Easy access to research data is essential for the academic community. Unfettered access to research data combats scientific fraud as well as maximizes a funder’s investment by enabling others to re-use data. However, before the data can be re-used, it must be discoverable by the researcher. Due to the multitude of data repositories and the differing levels of metadata that describe the data, finding data remains extremely challenging for most researchers. To solve this problem, Web of Science has enabled the discovery of data repositories, data studies, and data sets from the Data Citation Index in the context of traditional literature found within the Web of Science Core Collection. In other words, researchers may filter a result set of scholarly articles that relate to their research topic to identify articles that mention specific data sets, data studies, or repositories that have been indexed in the Data Citation Index. In this manner, Web of Science has made millions of data sets/studies easily discoverable within the researcher’s current workflow. Please note that a subscription to Data Citation Index is required to view these Associated Data links within Web of Science Core Collection.
  7. Access an array of data across subjects and regions, providing a.comprehensive picture of research output to understand data in context and maximize research efforts. The Data Citation Index on the Web of Science provides a single point of access to quality research data from repositories across disciplines and around the world. Through linked content and summary information, this data is displayed within the broader context of the scholarly research, enabling users to gain perspective that is lost when data sets or repositories are viewed in isolation. These connections allow researchers to efficiently access to an array of data across subjects and regions, providing a.comprehensive picture of research output, to maximize research efforts and accurately assess importance. For more than 50 years, Clarivate Analytics has provided intelligent information to accelerate research, discovery, and innovation. Today, more than 20 million researchers around the world rely on Web of Science to uncover connections across a variety of disciplines and content types. This is the an important section as DCI is undersold in this market so this could lead to Sales. Don will have to remind people what DCI is to get the value across. Will also be valuable in Europe. We only started capturing citations to research data last year which removes the main barrier we had to selling this-- It’s now newly sellable b/c closed loop with WOS Enable the discovery of data repositories, data studies and data sets in the context of traditional literature Link data to research publications Help researchers find data sets and studies and track the full impact of their research output Provide expanded measurement of researcher and institutional research output and assessment Facilitate more accurate and comprehensive bibliometric analyses
  8. Since we introduced the OA filter for Gold OA journals in 2014, customers have been asking us to identify the Hybrid & Green content In order to do this, we needed to find a way to identify OA at the article level, as opposed to the journal level. After becoming Clarivate, we were able to quickly identify a partner with the relevant technology to solve our problem: Impactstory. Impactstory was an early player in the altmetrics space (Jason Priem is the founder), and is committed to Open Science. They have a technology called oaDOI that powers a plug-in called Unpaywall you can use to find the legal OA version of any article you’re looking at online (if it exists). In order for us to use it in WoS, we needed them to make some improvements– so we gave them a grant to do that. We’ll be using the new technology to identify OA content in WoS, but it these improvements will eventually be released as Open Source code for anyone to use. Benefit to end users  more free content identified. A: Impactstory is a not-for-profit, deeply committed to making all research outputs discoverable and accessible to all researchers no matter their setting. Clarivate has provided a grant to Impactstory to help improve the oaDOI service so that it can solve some of the difficult challenges around making Hybrid and quality Green OA content discoverable. A: Our goal is to incorporate the oaDOI knowledgebase of information about OA content into the Web of Science data stream so that users can filter search results to discover OA content and then link directly to Gold, Hybrid, and quality Green OA content. A: Our goal is to make this service available for all relevant content on the Web of Science platform for all users. Who is behind oaDOI? We're Impactstory, a nonprofit working to make science more open and reusable online. Where does your data come from? We use a number of different data sources to find open versions of articles (or in many cases, to determine that the articles are open already): The Directory of Open Access Journals to see if it’s in their index of OA journals. CrossRef’s license metadata field, to see if the publisher has reported an open license. Our own custom list DOI prefixes, to see if it's in a known preprint repository. Institutional repositories, like Harvard's DASH, University of Michigan's Deep Blue, and thousands more. Subject repositories, like arXiv, PMC, and many others. Journal article pages directly, to see if there’s a free PDF link from the publisher. We used to use the BASE OA search engine to help us find OA copies. It's a great service. However, BASE has some reuse restrictions on their data that weren't a good fit for us, so we've reimplemented our own repository aggregator and no longer use BASE.