世界上最強大的科研工具手冊

本文系轉載自簡書「Maphy」的博客。在此感謝整理和分享。

Explore the literature 文獻

Here is a collection of digital tools that are designed to help researchers explore the millions of research articles available to this date. Search engines and curators help you to quickly find the articles you are interested in and stay up to date with the literature. Article visualization tools enhance your reading experience, for instance, by helping you navigate from a paper to another. Search engines and curators 搜索

虫部落學術搜索：最全的學術搜索引擎之一，集成了國內外最常見的學術搜索服務。
X-mol化學平台：專註化學領域，搜索功能一般但是資訊更新及時，推薦關注其微信公眾號。
LibraryGenius：最全的電子書搜索網站，可以搜索到很多國外稀缺原版教材。
SciHub：SCI文獻下載第一站。recommended by leileely
BibSonomy – Share bookmarks and lists of literature.
CaptoMe – Metadata platform with rich biomedical content and information management tools for well-organized research.
CiteUlike – Search, organize, and share scholarly papers.
Colwiz – Create citations and bibliography and set up your research groups on the cloud to share files and references.
ContentMine – Uses machines to liberate 100,000,000 facts from the scientific literature.
Data Elixir – A weekly collection of the best data science news, resources, and inspirations from around the web.
DeepDyve – Instant access to the journals you need.
EvidenceFinder – Enriches your literature exploration by suggesting questions alongside your search results. (blog post)
F1000 – Leading biomedical experts helping scientists to discover, discuss and publish research.
Google Scholar – Provides a way to broadly search for scholarly literature across disciplines and sources.
Labii – A suite of web apps for researchers, including an online app for finding, commenting, rating and managing research papers. (blog post)
LazyScholar – Chrome extension to help your literature search.
Mendeley – A unique platform comprising a social network, reference manager, article visualization tools.
Microsoft Academic Search – Find information about academic papers, authors, conferences, journals, and organizations from multiple sources.
MyScienceWork – Diffuse scientific information and knowledge in a free and accessible way.
Nowomics – Follow genes, proteins and processes to keep up with the latest papers and data relevant to your research.
Paperity – Aggregator of open access papers and journals
Paperscape – Visualise the arXiv, an open, online repository for scientific research papers.
PubChase – Life sciences and medical literature recommendations engine. (blog post)
Pubget – Search engine for life-science PDFs.
PubNiche – A scientific research news curator.
PubPeer – Search for publications and provide feedback and/or start a conversation anonymously.
ReadCube – Read, manage & discover new literature.
Research Professional – Source of intelligence on funding opportunities and research policy.
Scicurve – Transforms systematic literature review into interactive and comprehensible environment.
Sciencescape – Innovation in the exploration of papers and authors.
Scientific Journal Finder (SJFinder) – A collection of tools including a journal search engine and rating which recommends a list of journals based on title and abstract of scientific manuscript, website builder, .(blog post)
SciFeed – Uses various data sources and natural language processing to identify important new scientific advances.
SciVal Funding – Comprehensive source of funding information.
Scizzle – Curator that automagically finds new and relevant research papers. (blog post)
Sparrho – Personalized recommendation engine for science – allowing you to keep a bird』s eye view on all things scientific.
SSRN – Multi-disciplinary online repository of scholarly research and related materials in social sciences.
Symplur – Connecting the dots in healthcare social media.
Wiki Journal Club – Open, user-reviewed summaries of the top studies in medical research.
Zotero – Helps you collect, organize, cite, and share your research sources.

Article visualization 管理

ACS ChemWorx – Collaborative reference manager coupled with tools and services for authors.
Colwiz – Create citations and bibliography and set up your research groups on the cloud to share files and references.
eLife Lens – Provides for researchers, reviewers, authors and readers a novel way of looking at online content.
Elsevier 「Article of the Future」 – Aims to revolutionize the format of the academic paper in regard to presentation, content and context.
Interactive Science Publishing – Allows authors to publish large datasets with original source data that can be viewed interactively by readers.
Mendeley – A platform comprising a social network, reference manager, article visualization tools.
Pubget – Search engine for life-science PDFs.
PubReader – Alternative web presentation that offers another, more reader-friendly way to read literature in PMC and Bookshelf.
ReadCube – Read, manage & discover new literature.
Utopia Docs – Pdf reader that connects the static content of scientific articles to the dynamic world of online content.
Wiley Anywhere Article – Enhanced HTML article from Whiley publisher.
Wiley Smart Article – Enhanced article tools for chemistry content in Whiley journals.

Find and share data and code 數據和代碼

Managing large sets of data and programing code is already unavoidable for most researchers. Tools have been developed to efficiently store and share data and code. These tools are become increasingly important as data and code sharing becomes the norm and a requirement of most funding agencies.

Github：最大的程序員同性交友代碼共享平台，做理論模擬的同學可以在上面找到很多開源代碼。
BioLINCC – Clinical specimen database.
ContentMine – Uses machines to liberate 100,000,000 facts from the scientific literature.
DataBank – Analysis and visualisation tool that contains collections of time series data on a variety of topics.
DataCite – Establish easier access to research data by providing persistent identifiers for data.
DataHub – Publish or register datasets, create and manage groups and communities
Dataverse Network – Harvard-based tool to share, cite, reuse and archive research data.
Dryad– Data repository for any files associated with any published article in the sciences or medicine.
Figshare – Manage your research in the cloud and control who you share it with or make it publicly available and citable
GenBank – Gene sequence database provided by the National Center for Biotechnology Information.
GitHub – Online software project hosting using the Git revision control system.
Nowomics – Follow genes, proteins and processes to keep up with the latest papers and data relevant to your research.
Open Science Framework – Gathers a network of research documents, a version control system, and a collaboration software.
Peer Evaluation – Open repository for data, papers, media coupled with an open review and discussion platform.
Quip – Combines chat, documents, spreadsheets, checklist, and more to collaborate on any device.
re3data – Global registry of research data repositories.
Research Compendia – Tools for researchers to connect their data, code and computational methods to their published research
SlideShare – Community for sharing presentations and other professional content
Socialsci – Help researchers collect data for their surveys and experiments (blog post).
Zenodo – A home for the long-tail of science, enabling researchers to share and preserve any research outputs.

Connect with others 學術社交圈

Research cannot stay buried in the lab anymore! Under Connect with experts and researchers, you will find a set of tools that help researchers reach out to other researcher and find expertise for new collaborations. Under Outreach, find tools that help you communicate your research to the general public. Citizen science, gathers tools to help you involve the general public in your research efforts, by sharing CPU time, or counting birds for example. And under Crowdfunding, you will find tools that help you collect funds for research from others. Connect with experts and researchers

Academia – A place to share and follow research and researchers.
AcademicJoy – Share research ideas and story in research and innovation.
Addgene – Connect with other researchers through this plasmid sharing platform.
AssayDepot – Pharmaceutical marketplace for life science research services.
Benchling – Life science data management and collaboration platform.
BiomedExperts – Scientific social network to research, collaborate, and connect with researchers and medical experts worldwide.
BiomedUSA – Global open access hub for sharing and licensing of Biological Research Materials and related technologies.
Biowebspin – Platform in life science worldwide to networks, work, look up information.
Cureus – A free and open access the medical journal and a place for physicians to build a digital CV.
Direct2experts – A federated network of biomedical research expertise.
Expertnet – Helps you locate experts in Florida universities.
GlobalEventList – A comprehensive directory of scientific events worldwide.
Innocentive – Helps clients to engage a world of creative and diverse on-demand talent to rapidly generate novel ideas and solve important problems.
Journal of Brief Ideas – Provides a place for short ideas to be described – in 200 words or less -, archived, searchable and citable.
Kaggle – Connect with organisation in need of data prediction algorithms through open competitions for the best code. (blog post)
LabRoots – Social network for researchers.
LifeScience.net – Online platform for professional networking and sharing of knowledge in life sciences.
Linkedin – Professional networking site for all.
Loop – Open, cross-platform network for researchers and academics from the Frontiers journals.
MalariaWorld – The world』s scientific and social network for malaria professionals.
Mendeley – A unique platform comprising a social network, reference manager, article visualization tools
MyScienceWork – Diffuse scientific information and knowledge in a free and accessible way.
nanoHUB – Centralized platform for computational nanotechnology research, education, and collaboration.
Open Science Framework – Gathers a network of research documents, a version control system, and a collaboration software.
Piirus – Helps researchers meet potential collaborators, build networks and develop their core research.
Profeza – Showcasing the unvalued work behind each article to provide new, more accurate way of evaluating researchers.
Profology – A professional community created exclusively for higher education faculty, staff and administrators.
Research Connection – A searchable platform for research jobs and information.
ResearchGate – Social network for researchers.
ScienceExchange – Marketplace for shared lab instrumentations. (blog post)
SocialScienceSpace – Social network to bring for social scientists.
Trellis– A digital platform that connects you to the rest of the scientific community, ran by AAAS.

Outreach

Stork：文獻推薦系統，輸入關鍵詞，直接將最新文獻推送到你郵箱。
SciReader：個性化文獻推薦系統，輸入相關信息，可以分別推送你感興趣的文獻、tweet上討論最多的文獻、以及ScienceDaily最新科學新聞到你郵箱。
AcademicJoy – Sharing research ideas and story in research and innovation.
AcaWiki – Summarizing academia and quasi-academia, one document at a time.
DrawScience – Take science articles, make pictures.
I Am Scientist – A science outreach education and engagement activity.
Kudos – Helps researchers explain, enrich and share their publications for greater research impact.
nanoHUB – Centralized platform for computational nanotechnology research, education, and collaboration.
Publiscize – Empowering scientists to free science and make their research available to everyone.
ScienceGist – Simplified summaries of scientific papers. (blog post)
SciVee – Science video sharing platform.
SciWorthy – A science news site for the everyday person to better understand science.
Useful Science – Summaries of the latest science useful in life.

Citizen science

Folding@home – Distributed computing project which studies protein folding, misfolding, aggregation, and related diseases.
Innocentive – Helps clients to engage a world of creative and diverse on-demand talent to rapidly generate novel ideas and solve important problems.
Kaggle – Platform for data prediction competitions.
Patient Innovation – Nonprofit, international, multilingual, free venue for patients and caregivers of any disease to share their innovations.
Project Noah – Explore and document wildlife on this citizen scientists platform.
SciStarter – Find, join, and contribute to science through recreational activities and citizen science research projects.
SETI@home – Put your CPU to work to help detect intelligent life outside Earth.
Zooniverse – Citizen science projects using the efforts and ability of volunteers to help scientists and researchers.

Crowdfunding

Benefunder – Facilitates connections with top researchers who are working on breakthrough discoveries that are impacting our world.
Experiment – Crowdfunding Platform for Scientific Research.
My Projects – Donate to the research work that means the most to you.
Petridish – Fund science & explore the world with renowned researchers.
SciFlies – Allows anyone, anywhere to directly support research they care about.
Consano – Research crowdfunding site to directly support innovative medical research that matters to you

At the bench and in the offic 日常工作

Here is a collection of tools that help researchers in their everyday tasks. Go to Lab and project management****, for tools that help manage stocks and equipments in the lab as well as project management tools for research. You』ll also find a selection of Electronic lab notebooks developed with academic researchers in mind first. Many others are available elsewhere. Outsourcing experiments is increasingly common in academic research, in part thanks to several sites that are making it easier and cheaper. Platforms to Find and share samples help you disseminate and find materials and biological samples. Under Protocol repository, you will find a collection of publicly accessible resource for experimental protocols. Work with code gathers tools designed to make the coder』s life easier and Work with data tools to generate and analyze data sets, including many R-based tools. Lab and project management

1degreebio – Reagent marketplace.
Antibody Registry – Gives researchers a way to universally identify antibodies used in in the course of their research.
Asana – Keeps your team organized, connected, and focused on results.
Biocompare – Find products, read reviews and hear about the latest technological developments.
ELabInventory – Web-based laboratory inventory management system designed for life science research laboratories
LabCritics – Provides researchers with a trust-able source of lab equipment reviews and comparisons.
LabGuru – Supports day to day activities of a research group, from vision to execution, from knowledge to logistics.
Lab Suit – Inventory Management, orders Management, materials Trade-In, price Comparison.
Life technologies Lab Management Tool – Management tool for lab equipment and services.
Open Science Framework – Gathers a network of research documents, a version control system, and a collaboration software.
Quartzy – A free and easy way to manage your lab.
Quip – Combines chat, documents, spreadsheets, checklist, and more to collaborate on any device.
StrainControl – Lab management tools that allows you to organize strains, plasmids, oligos, antibodies, chemicals and inventorie.
Synapse – Platform to support open, collaborative data analysis for clear, reproducible science

Electronic lab notebook

Docollab – Helps you manage your scientific research, collaborate with your colleagues and publish your findings.
elabftw – Electromic lab notebook made by researchers, for researchers, with usability in mind.
Evernote – A place to collect inspirational ideas, write meaningful words, and move your important projects forward.
Findings App – Lab notebook app that allows to organize your experiments, keep track of results, and manage your protocols.
Hivebench – Hosted numeric laboratory notebook tool to manage protocols, experiments and share them with your team.
Journal Lab – A community of scientists who share open summaries and peer review of published articles. (blog post)
LabArchives – Web-based product to enable researchers to store, organize, and publish their research data.
Labfolder – Simple way to document your research and to organize your protocols and data. (blog post)
LabGuru – Supports day to day activities of a research group, from vision to execution, from knowledge to logistics.
Laboratory Logbook – Document projects running in a lab and manage experimentally obtained data and its metadata.
sciNote – Open source lab notebook with workflows and modular functionalities. (blog post)
Sumatra – Automated electronic lab notebook for computational projects.

Outsourcing experiments

Emerald Cloud Lab – A web-based life sciences lab, developed by scientists for scientists.
ScienceExchange – Marketplace for shared lab instrumentations. (blog post)
TetraScience – Allows you to monitor & manage your experiments from anywhere.
Transcriptic – A remote, on-demand robotic life science research lab with no hardware to buy or software to install.

Find and share samples

Addgene – Plasmid sharing platform
Antibody Registery – Gives researchers a way to universally identify antibodies used in in the course of their research.
Biospecimens – Platform for biospecimen-based research.
Duke human heart – Repository for cardiovascular research scientists, including tissues samples and information.
ELabInventory – Web-based laboratory inventory management system designed for life science research laboratories.
Nanosupply – Platform facilitating sourcing and sharing of advanced materials for research and education.
Sample of Science – Peer-Sharing Platform for Scientific Samples. (blog post)

Protocol repository

SciVee – Science video sharing platform that includes protocols.
Benchfly – Video protocols and video platform for scientists.
Benchling – Life science data management and collaboration platform, where you can create, find, and discuss protocols.
IPOL journal – Research journal of image processing and image analysis with algorithm descriptions and its source code.
MyExperiment – Share workflows and in silico experiments.
OpenWetWare – Share information, know-how, wisdom, and protocols among researchers working in biological fields.
Pegasus – Platform that help workflow-based applications execute.
Protocols – Crowdsourced universal protocol repository. (blog post)
Protocol online – A curator of protocols contributed by researchers arounds the world.
Scientific Protocols – Share scientific protocols using the GitHub platform.

Work with code

Sublime Text：界面簡潔美觀、功能強大的文本編輯器。
CDE Tool – Deploy and run your Linux programs on other machines without any installation or configuration.
Dexy – Helps your code to speak for itself with beautiful syntax highlighting.
GitLab – A git repository management, code reviews, issue tracking and wiki』s all in one platform.
iPython notebook – Interactive computational environment that allows code execution, text, mathematics, plots, and rich media.
Kepler – Helps create, execute, and share models and analyses across scientific and engineering disciplines.
Mercurial – Control management tool with distributed source, giving each developer a local copy of the development history.
nanoHUB – Centralized platform for computational nanotechnology research, education, and collaboration.
ROpenSci – Packages that allow access to data repositories through the R statistical programming environment.
Sweave – Allows to embed the R code for complete data analyses in latex documents
System in Cloud – Platform, enabling clients to rapidly draw and execute data-flow diagram that run in cloud.

Work with data

MobaXterm：功能完善的SSH終端，用來遠程連接伺服器，適合有大規模計算需求的同學。
Benchling – Life science data management and collaboration platform.
Galaxy Project – Web-based platform for data intensive biomedical research.
GenePattern – Genomic analysis platform that provides access to hundreds of genomics tools.
GenomeCompiler – Genetic design platform allowing researchers to manipulate and design everything from single genes to entire genomes.
InSIlico DB – Genomics made possible for biologists without programming.
Kaggle – Patform for data prediction competitions.
Kitware – Advanced software solutions and services for data intensive R&D
mloss – Machine learning open source software.
MyExperiment – Share workflows and in silico experiments
nanoHUB – Centralized platform for computational nanotechnology research, education, and collaboration.
Pegasus – Platform that help workflow-based applications execute.
Plotly – Online tool to graph and share data.
ROpenSci – Packages that allow access to data repositories through the R statistical programming environment.
Statcrunch – Provides data analysis via the Web.
Sumatra – Automated electronic lab notebook for computational projects
SURF In context – Navigate through RDF relations in a smooth and understandable way.
Sweave – Allows to embed the R code for complete data analyses in latex documents.
Synapse – Platform to support open, collaborative data analysis for clear, reproducible science.
System in Cloud – Platform, enabling clients to rapidly draw and execute data-flow diagram that run in cloud.
Tableau – Easily and quickly analyze and present data and share insights.
Taverna – A suite of tools used to design and execute scientific workflows.
VisTrails – Scientific workflow and provenance management system that supports data exploration and visualization.
Wakari – Web-based python data analysis.
WebPlotDigitizer – Web based tool to extract data from plots, images, and maps. (blog post)
Wings – Semantic workflow system that assists scientists with the design of computational experiments.
Wolfram Alpha – Web-based tools for scientific calculations.
World Map – Allows users to explore, visualize, edit, collaborate with, and publish geospatial information.

Fundraising/Grantwriting

Grant Forward – Search engine for research grants.
Pivot COS – A database which includes funding opportunities from all disciplines.

Write 寫作

Writing tools are adapting to the needs of researchers. Tools to store and manage references are grouped under Reference managers. And with research being more and more dependent on collaborations across labs and continents, collaborative writing tools, help researchers write their manuscript while keeping close track of the modifications done by others to the text. Reference managers

Jabref：參考文獻管理軟體，同時支持Word和Latex，安裝插件後可以方便的在Word中插入參考文獻。
ACS ChemWorx – Collaborative reference manager coupled with tools and services for authors.
CitationStyles – Find and edit CSL citation styles.
Citavi – Reference management, knowledge organization, and task planning solution.
CiteUlike – Search, organize, and share scholarly papers.
Colwiz – Create citations and bibliography and set up your research groups on the cloud to share files and references.
EndNote – Software tool for publishing and managing bibliographies, citations and references
F1000 workspace – A workspace for scientists to collect, write and discuss scientific literature.
Mendeley – A unique platform comprising a social network, reference manager, article visualization tools.
Paperpile – No-fuss reference management for the web (Google docs plugin). (blog post)
Papers – Helps you collect and curate the research material that you』re passionate about.
Zotero – Helps you collect, organize, cite, and share your research sources

Collaborative writing tools

石墨文檔：文檔、表格合作寫作平台，小巧、簡潔，支持微信直接登錄，可以在微信上直接編輯文檔。
ASCII doctor – Text processor & publishing toolchain for converting AsciiDoc to HTML5, DocBook & more.
Atlas – Write, collaborate, design and publish on a single platform.
Authorea – Platform to write scientific, academic, and technical documents in collaboration. (blog post)
Draft – Version control and collaboration to improve your writing.
F1000 workspace – A workspace for scientists to collect, write and discuss scientific literature.
Fidus Writer – Online collaborative editor especially made for academics who need to use citations and/or formulas.
Overleaf – Online collaborative LaTeX editor, with direct submission to several publishers (ex WriteLaTex)
Penflip – Collaborative writing and version control. (blog post)
Poetica – Get clear feedback, wherever you』re writing.
ShareLaTex – Collaborative on-line editor for for Maths or Sciences.
Stackedit – Markdown editor based on PageDown, the Markdown library used by Stack Overflow.
Typewrite – A simple, real-time collaborative writing environment.
Quip – Combines chat, documents, spreadsheets, checklist, and more to collaborate on any device.

Publish 出版

Open Access platforms offer an alternative publishing model, allowing anyone to visualize published work for free. Researchers can also maximize the exposure of their work by placing their manuscripts in Paper repositories. In addition to becoming more open, articles are bound to become more interactive. A set of tools allowing you to bring additional functionalities such as executable code to your articles are grouped under Support to publication. You can also find tools to help your choose from the thousands of journals in activity under Journal reviews and advisors.

Open access platforms

eLife – Open access to the most promising advances in science.
F1000 – Leading biomedical experts helping scientists to discover, discuss and publish research.
GigaScience – Online open-access open-data journal that publishes 『big-data』 studies from the life and biomedical sciences.
Limn – Free journal that outlines contemporary problems.
PeerJ – Open access pre-print and publishing of life science research with annotation.
Cureus – A free and open access the medical journal and a place for physicians to build a digital CV.
ScienceOpen – Freely accessible research network to share and evaluate scientific information.
The Winnower – Open access online science publishing platform that employs open post-publication peer review.

Paper repositories

ArXiv – E-prints in Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance and Statistics.
biorXiv – The preprint server for Biology.
F1000 – Leading biomedical experts helping scientists to discover, discuss and publish research.
Figshare – Manage your research in the cloud and control who you share it with or make it publicly available and citable.
Peer Evaluation – Open repository for data, papers, media coupled with an open review and discussion platform.
Peerage of Science – Pre-publication peer review and publishing for scientific articles.
PeerJ PrePrints – Pre-print repository for the biological and medical Sciences.
SlideShare – Community for sharing presentations and other professional content.
Zenodo – A home for the long-tail of science, enabling researchers to share and preserve any research outputs.

Support to publication

期刊影像因子查詢系統：查詢期刊的最新影響因子。
Collage Authoring Environment – Framework for collaborative preparation and publication of so-called executable paper.
Exec&Share – Openly share the code and data that underlie your research publications.
Google Charts – Create live and interactive charts in your browser.
RunMyCode – Openly share the code and data that underlie your research publications. (blog post)
ORCID – Provides a persistent digital identifier that distinguishes you from every other researcher.

Journal reviews and advisors

Cofactor Science Journal Selector – A journal selector from the editing service Cofactor.
Edanz』s journal advisor – Personal guide that recommends the tools and services you need to get published.
Journal Finder – Elsevier』s service that help you find journals that could be best suited for publishing your scientific article.
Journal Guide – Find the best journal for your research. (blog post)
Journal Reviewer – Aggregates information users provide about their experience with academic journals』 review processes.
Journalysis – A service for academic authors run by academic authors for reviewing experiences with academic journals.
RoMEO – Find out publisher copyright and self-archiving policies.
SciRev – Share your experience with the scientific review process and learn from others to decide where to submit your manuscripts. (blog post)

Evaluate research 影響力評估

New tools are changing the way research in evaluated, both in terms of the scientific value of articles and the overall achievements of researchers. Find under Peer-review, a collection of tools that are changing the peer-review system into a more open and productive process by bypassing journals and editors. Altmetrics are a set of new tools that analyze the impact of you work by other means than impact factor and citations counts.

Peer-review

Academic Karma – Peer review and get peer reviewed faster.
F1000 – Leading biomedical experts helping scientists to discover, discuss and publish research.
Hypothes.is – Sentence-level peer-review to provide commentary, references, and insight on top of online content.
Journal Review – Rate, and review published medical journal articles.
Labii – A suite of web apps for researchers, including an online app for finding, commenting, rating research papers. (blog post)
Libre – Participative reviewing platform (beta testing).
Paper Critic – Review platform for research publications (Mendeley plugin).
Peerage of Science – Pre-publication peer review and publishing for scientific articles.
PeerJ – Open access pre-print and publishing of life science research with annotation.
PubPeer – Search for publications and provide feedback and/or start a conversation anonymously.
Publons – Record, showcase, and verify all your peer review activity.
Pubmed Commons – Share opinions and information about scientific publications in PubMed. (blog post)
Rubriq – Provides an independent peer review prior to submission. (blog post)
ScienceOpen – Freely accessible research network to share and evaluate scientific information.
Wiki Journal Club – Open, user-reviewed summaries of the top studies in medical research.
The Winnower – Open access online science publishing platform that employs open post-publication peer review.

Altmetrics

Altmetric – Tracks what people are saying about papers online on behalf of publishers, authors, libraries and institutions.
ImpactStory – Share the full story of your research impact. (blog post)
PLOS Article-Level Metrics – A suite of established metrics that measure the overall performance and reach of research articles.
PlumAnalytics – Research altmetric service tracking more than 20 different types of artifacts.
Profeza – Showcasing the unvalued work behind each article to provide new, more accurate way of evaluating researchers.
Publons – Record, showcase, and verify all your peer review activity.

作者：Maphy鏈接：https://www.jianshu.com/p/851100273d7a來源：簡書簡書著作權歸作者所有，任何形式的轉載都請聯繫作者獲得授權並註明出處。