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Science ResearchTop 10 Best Csms Software of 2026
Compare the Top 10 Best Csms Software picks in a ranking roundup, including Zotero, Mendeley, and EndNote. Explore options now.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
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Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Zotero
Zotero Connector for one-click metadata and PDF capture
Built for researchers building reusable citation libraries with strong PDF capture.
Mendeley
PDF annotation and reader highlights that stay linked to saved references
Built for researchers needing citation management plus PDF annotation with light collaboration.
EndNote
EndNote citation style engine with extensive journal style support
Built for researchers needing dependable citation formatting and desktop library control.
Related reading
Comparison Table
This comparison table reviews Csms Software tools for academic reference management and research workflows, including Zotero, Mendeley, EndNote, JabRef, and ReadCube Papers. It highlights how each option handles core tasks like citation capture, library organization, PDF management, and syncing so readers can match features to specific research needs.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | Zotero Research reference manager that captures citations, organizes libraries, and exports bibliographies with plugins. | reference management | 8.9/10 | 9.1/10 | 8.6/10 | 8.9/10 |
| 2 | Mendeley Academic reference manager and research workspace for organizing papers, adding annotations, and generating citations. | research workspace | 8.0/10 | 8.2/10 | 8.1/10 | 7.8/10 |
| 3 | EndNote Reference management software that imports bibliographic records and produces formatted citations and reference lists. | reference management | 8.2/10 | 8.7/10 | 7.8/10 | 8.0/10 |
| 4 | JabRef Desktop reference manager for BibTeX that supports searching, deduplication, and bibliography database editing. | BibTeX management | 8.1/10 | 8.6/10 | 7.8/10 | 7.9/10 |
| 5 | ReadCube Papers Research paper organizer that provides full-text search and citation management for academic PDFs. | paper management | 8.1/10 | 8.5/10 | 7.8/10 | 8.0/10 |
| 6 | Connected Papers Visualizes citation relationships to help discover related research papers from a starting paper. | literature discovery | 7.5/10 | 7.4/10 | 8.3/10 | 6.8/10 |
| 7 | Semantic Scholar Academic search and discovery engine that indexes scholarly publications and ranks related literature. | literature discovery | 8.3/10 | 8.4/10 | 8.6/10 | 7.7/10 |
| 8 | Zotero Storage Cloud storage and syncing for Zotero libraries that enables cross-device access to references and attachments. | cloud sync | 7.6/10 | 7.6/10 | 8.2/10 | 6.9/10 |
| 9 | OSF (Open Science Framework) Research project and data management platform that supports repositories, collaboration, and preregistration. | research management | 7.8/10 | 8.5/10 | 7.6/10 | 6.9/10 |
| 10 | Dataverse Open data repository software for publishing, sharing, and managing datasets with metadata and access controls. | data repository | 7.0/10 | 7.4/10 | 6.7/10 | 6.8/10 |
Research reference manager that captures citations, organizes libraries, and exports bibliographies with plugins.
Academic reference manager and research workspace for organizing papers, adding annotations, and generating citations.
Reference management software that imports bibliographic records and produces formatted citations and reference lists.
Desktop reference manager for BibTeX that supports searching, deduplication, and bibliography database editing.
Research paper organizer that provides full-text search and citation management for academic PDFs.
Visualizes citation relationships to help discover related research papers from a starting paper.
Academic search and discovery engine that indexes scholarly publications and ranks related literature.
Cloud storage and syncing for Zotero libraries that enables cross-device access to references and attachments.
Research project and data management platform that supports repositories, collaboration, and preregistration.
Open data repository software for publishing, sharing, and managing datasets with metadata and access controls.
Zotero
reference managementResearch reference manager that captures citations, organizes libraries, and exports bibliographies with plugins.
Zotero Connector for one-click metadata and PDF capture
Zotero distinguishes itself with a citation-first research library that captures sources directly from browsers and reference PDFs. It supports importing bibliographic records, managing attachments, and generating citations and bibliographies in common word processors. Advanced features like full-text search, saved notes, and customizable metadata help keep research artifacts organized across projects. Collaboration and sharing options enable groups to build shared libraries and coordinate curation work.
Pros
- Browser capture collects metadata and PDFs into a structured library
- Citation insertion generates formatted references for multiple citation styles
- Full-text search across attachments speeds up retrieval during literature review
Cons
- Advanced metadata cleanup and deduplication can take time at scale
- Group sharing features require careful setup for permissions and workflows
- Large attachment libraries can slow sync and indexing in constrained systems
Best For
Researchers building reusable citation libraries with strong PDF capture
More related reading
Mendeley
research workspaceAcademic reference manager and research workspace for organizing papers, adding annotations, and generating citations.
PDF annotation and reader highlights that stay linked to saved references
Mendeley stands out by combining a scholarly reference manager with research indexing and reader-style annotation workflows. It supports importing citations and PDFs, organizing libraries with tags and folders, and generating citations and bibliographies in common word processors. The platform also adds research discovery through author profiles, related works, and saved reading lists that keep library items discoverable. Collaboration is supported via shared groups and visibility controls for curated collections.
Pros
- Fast reference ingestion from PDFs with structured citation fields
- Word processor citation tools support consistent bibliography formatting
- Annotations sync with the library so notes stay attached to sources
- Shared groups enable curated reading lists and manageable collaboration
Cons
- Advanced metadata cleanup can require manual intervention
- Large libraries can feel slower when searching across many items
- Collaboration features are lighter than full research workflow suites
Best For
Researchers needing citation management plus PDF annotation with light collaboration
EndNote
reference managementReference management software that imports bibliographic records and produces formatted citations and reference lists.
EndNote citation style engine with extensive journal style support
EndNote stands out with mature reference management built around a desktop library that supports importing, de-duplicating, and organizing scholarly citations. Core capabilities include citation formatting with thousands of journal and style options and PDF attachment workflows for reading and annotation. Integration features include Word and browser connectors for inserting citations and generating bibliographies from the EndNote library.
Pros
- Powerful citation formatting across many journal styles
- Strong PDF attachment workflow tied to library records
- Word connector inserts citations and builds reference lists
- Rich import and de-duplication tools for references
Cons
- Desktop-centric workflow can feel heavy for web-first teams
- Library syncing is less seamless than cloud-first reference managers
- Managing large libraries can require careful organization
Best For
Researchers needing dependable citation formatting and desktop library control
More related reading
JabRef
BibTeX managementDesktop reference manager for BibTeX that supports searching, deduplication, and bibliography database editing.
BibTeX centric library editing with DOI and Crossref metadata import
JabRef stands out for offering a desktop-first research reference manager with tight BibTeX and citation-graph workflows. It supports BibTeX import and export, advanced metadata editing, and library organization with groups and search filters. The tool also includes merge detection, regular expression based find and replace, and DOI or Crossref assisted metadata retrieval. Collaboration is limited since it primarily targets local libraries with file based sharing patterns.
Pros
- Deep BibTeX support with reliable import and export for scholarly workflows
- Metadata cleanup tools like duplicate detection and batch field editing
- Fast full-text and metadata search across large reference libraries
- Powerful regular expression find and replace for systematic record fixes
Cons
- GUI workflows feel less guided for users without BibTeX experience
- Merging and metadata reconciliation can require manual review
- Built-in collaboration features are minimal for shared library management
- Custom field mapping requires configuration for nonstandard citation schemas
Best For
Researchers managing BibTeX libraries who need robust metadata control and exports
ReadCube Papers
paper managementResearch paper organizer that provides full-text search and citation management for academic PDFs.
ReadCube PDF reading and annotation with citation-connected library organization
ReadCube Papers stands out with a built-in research workflow focused on importing, organizing, and reading scholarly PDFs alongside a paper graph of related literature. The tool supports reference management features like tagging, search, and library organization tied to citation metadata. It also offers reading and annotation tools that keep highlights and notes within the document viewing experience. Collaboration-style workflows exist through shared collections and group features, but they are less complete than fully dedicated knowledge bases for projects.
Pros
- Strong PDF reading with integrated highlighting and note capture
- Fast library search using citation metadata and saved document details
- Paper linking helps discover related literature without leaving the library
Cons
- Advanced workflows can feel restrictive compared with full research knowledge platforms
- Collaboration features are limited versus team document hubs
- PDF-centric organization can become cumbersome for non-PDF assets
Best For
Researchers managing PDF-heavy literature libraries with citation-driven organization
Connected Papers
literature discoveryVisualizes citation relationships to help discover related research papers from a starting paper.
Paper Map view with left and right sets for expanding research neighborhoods
Connected Papers distinctively turns a single research starting point into a navigable network of related papers using similarity signals. It supports citation-context style exploration with a graph view plus curated left and right “paper maps” around the most relevant results. The workflow emphasizes visual browsing for literature discovery and gap spotting without requiring query-heavy search iterations. It is strongest for mapping research neighborhoods rather than extracting structured outputs for downstream knowledge graphs.
Pros
- Generates citation-like paper maps from a single starting paper quickly
- Visual graph helps spot clusters and bridging papers during discovery
- Simple controls reduce time spent tuning search parameters
Cons
- Results depend on available metadata and similarity signals
- Exporting structured references for automated workflows is limited
- Graph views can become noisy for very broad seed topics
Best For
Researchers exploring literature neighborhoods visually for citation-based discovery
More related reading
Semantic Scholar
literature discoveryAcademic search and discovery engine that indexes scholarly publications and ranks related literature.
Influential citations and citation context that show why papers matter
Semantic Scholar focuses on fast scholarly discovery with citation context and relevance-ranked results. It provides research paper search, author and venue pages, and structured metadata like references and influential citations. The tool also surfaces paper recommendations and related work based on the full text signals available for many records.
Pros
- Citation graph browsing links papers via references and influential citations.
- Full-text aware relevance improves search and recommendation quality.
- Author and venue pages consolidate publications and impact signals.
Cons
- Coverage gaps appear for some fields and non-indexed publishers.
- Advanced workflows rely on manual filtering since batch export is limited.
- Entity disambiguation can still merge similarly named authors.
Best For
Researchers needing rapid literature discovery with citation context and recommendations
Zotero Storage
cloud syncCloud storage and syncing for Zotero libraries that enables cross-device access to references and attachments.
Cloud-synced Zotero attachments linked to library items
Zotero Storage stands out by adding a storage layer to the Zotero reference manager so research files stay linked to citations. The core capability is cloud-backed file syncing tied to the Zotero library, including attachment metadata and consistent access across devices. It also supports common Zotero workflows like attaching PDFs to items and keeping those attachments reachable after library changes. Zotero Storage does not replace full document collaboration features like real-time co-editing or granular workflow approvals.
Pros
- Cloud-backed attachments sync cleanly with Zotero items
- Cross-device access keeps PDFs paired with citations
- Simple attachment workflow fits existing Zotero usage
- Fast retrieval for literature collections stored in the library
Cons
- No real-time collaboration or document co-editing tools
- Limited administrative controls for shared team governance
- Best fit for Zotero users, not a standalone CMS
- Attachment handling depends on Zotero library structure
Best For
Researchers managing Zotero libraries who need synced document storage
More related reading
OSF (Open Science Framework)
research managementResearch project and data management platform that supports repositories, collaboration, and preregistration.
OSF Registries with DOI minting for registered studies and archived materials.
OSF stands out by combining project hosting with open science artifacts and a structured workflow for sharing research outputs. It supports creating components like preprints, posters, datasets, and code-linked files inside a single project record. Versioned uploads, permalinks, and shareable review-ready materials help teams coordinate manuscript and data curation across organizations. Built-in OSF Registries enables DOIs for registered study protocols and archived materials.
Pros
- Projects organize manuscripts, datasets, and files under one structured workspace.
- OSF Registries supports DOI assignment for protocols and study materials.
- Granular permissions enable collaborations across institutions and reviewers.
Cons
- Complex workflows like embargoes and registrations can require careful setup.
- Integrations are strong for common research artifacts but limited for custom systems.
- Linking datasets to external repositories often needs manual curation.
Best For
Research teams managing open protocols, datasets, and collaborative review workflows.
Dataverse
data repositoryOpen data repository software for publishing, sharing, and managing datasets with metadata and access controls.
Dataverse metadata-driven entity modeling for governance, relationships, and reusable structures
Dataverse stands out for its strong governance and metadata-driven structure for storing and reusing business data. It supports configurable workflows, role-based security, and audit-friendly data models suitable for case management and related service operations. The platform can integrate with external systems and extend through custom logic, which helps teams standardize processes across departments.
Pros
- Metadata-driven data modeling supports consistent case and entity structures
- Role-based security and auditing fit compliance-oriented operations
- Workflow automation ties business rules to structured data
Cons
- Modeling complex scenarios requires expertise in metadata and relationships
- Configuration depth can slow initial setup for process changes
- UI customization and integration work can become complex over time
Best For
Organizations standardizing governed case data and workflows across teams
How to Choose the Right Csms Software
This buyer’s guide explains how to choose the right Csms Software solution across citation-first tools like Zotero, research-workspace tools like Mendeley, and desktop reference managers like EndNote. It also covers BibTeX-centric editing in JabRef, PDF-first workflows in ReadCube Papers, visual discovery in Connected Papers, and citation-context search in Semantic Scholar. For teams managing outputs and governed information, it includes OSF (Open Science Framework) and Dataverse.
What Is Csms Software?
Csms Software is software used to manage research content and structured scholarly artifacts, such as citations, PDFs, annotations, project records, and governed datasets or study materials. Zotero functions as a citation-first research reference manager that captures metadata and PDFs directly and exports formatted bibliographies via citation insertion. OSF (Open Science Framework) shifts the focus to project hosting where teams organize manuscripts, datasets, code-linked files, and preregistration components under versioned project records and permalinks. Dataverse extends the governance model with metadata-driven dataset publishing and role-based security for controlled reuse of business data structures.
Key Features to Look For
Csms Software candidates stand out when they match the capture, organization, discovery, and governance needs of the work being managed.
One-click metadata and PDF capture tied to citations
Zotero excels with the Zotero Connector for one-click metadata and PDF capture, which keeps sources structured inside a citation library from the start. This is a direct fit for researchers building reusable citation libraries because browser capture collects metadata and PDFs into a structured library.
PDF annotation and reader highlights linked to saved references
Mendeley stands out for PDF annotation and reader highlights that stay linked to saved references, which keeps notes attached to the right paper records. ReadCube Papers also provides reading and annotation tools that keep highlights and notes within the document viewing experience while staying tied to citation metadata.
Reliable citation formatting and journal style engines inside writing workflows
EndNote is built around an EndNote citation style engine with extensive journal style support, which supports consistent citation and reference list generation across thousands of styles. Zotero complements this workflow with citation insertion that generates formatted references for multiple citation styles in common word processors.
BibTeX-centric metadata editing with DOI and Crossref retrieval
JabRef is designed for BibTeX-first workflows, with import and export for scholarly libraries plus advanced metadata editing. DOI and Crossref assisted metadata retrieval helps automate metadata completion while duplicate detection and batch field editing support systematic cleanup.
Citation-connected full-text search across attachments and saved notes
Zotero’s full-text search across attachments speeds up literature retrieval during active literature review because it searches inside stored PDF content. JabRef also supports fast full-text and metadata search across large reference libraries, while ReadCube Papers supports fast library search using citation metadata and saved document details.
Discovery workflows that visualize or explain citation neighborhoods
Connected Papers generates paper maps from a starting paper with left and right sets to expand research neighborhoods through visual browsing. Semantic Scholar provides influential citations and citation context that show why papers matter, which supports citation-graph browsing and relevance-ranked recommendations when building a literature foundation.
Governed project hosting with versioned artifacts and DOI minting
OSF (Open Science Framework) supports projects that organize manuscripts, datasets, and files under one structured workspace with versioned uploads and permalinks. OSF Registries adds DOI minting for registered study protocols and archived materials, which supports review-ready artifact sharing and stable referencing.
Metadata-driven dataset publishing with role-based governance
Dataverse uses metadata-driven entity modeling for governance, relationships, and reusable structures so the data model supports consistent reuse across cases and departments. It also provides role-based security and auditing-friendly operation suitable for compliance-oriented processes.
How to Choose the Right Csms Software
Selection should start with which artifact types must be captured and governed, then match the workflow to citation capture, PDF work, discovery, and team governance.
Match the primary artifact type to the tool’s core workflow
For citation libraries with heavy PDF capture, Zotero is built around Zotero Connector one-click metadata and PDF capture plus attachment organization tied to citation items. For PDF-heavy reading with linked highlights and notes, choose Mendeley or ReadCube Papers because both keep annotations connected to saved reference records inside the reading experience.
Select the citation formatting engine that fits the writing workflow
Teams that rely on consistent journal formatting should evaluate EndNote because its citation style engine supports extensive journal style options and works with Word and browser connectors for citation insertion and bibliography building. Writers who want citation insertion and bibliography exports inside common word processors should also compare Zotero because it generates formatted citations in multiple citation styles.
Choose the metadata control depth needed for cleanup and interoperability
If BibTeX editing and DOI or Crossref metadata retrieval are essential, JabRef is the most direct match because it offers BibTeX centric library editing plus DOI and Crossref assisted metadata import. If the workflow needs structured full-text search across attachments, Zotero’s full-text search across stored PDF content supports rapid retrieval during literature review.
Add discovery workflows that match how literature is explored
For visual literature neighborhood exploration from a single seed paper, Connected Papers is designed around Paper Map view with left and right sets for expanding research neighborhoods. For fast discovery with explainable relevance, Semantic Scholar provides influential citations and citation context so search results show why papers matter.
Use project and governance platforms only when outputs require managed sharing
For teams that must host manuscripts, datasets, preregistration components, and versioned artifacts with permalinks, OSF (Open Science Framework) fits because it supports preregistration workflows and OSF Registries with DOI minting. For organizations that must standardize governed case data and controlled dataset reuse with metadata-driven entity modeling, Dataverse is the direct match because it provides role-based security, audit-friendly operations, and metadata-driven relationship structures.
Who Needs Csms Software?
Different Csms Software tools target different work patterns, from citation-library building to governed publishing and collaboration.
Researchers building reusable citation libraries with strong PDF capture
Zotero is the best match because Zotero Connector enables one-click metadata and PDF capture and the library supports full-text search across attachments. JabRef is also a strong fit when BibTeX-centric metadata control and DOI or Crossref assisted retrieval drive the workflow.
Researchers who must annotate PDFs while keeping notes attached to sources
Mendeley fits because PDF annotation and reader highlights stay linked to saved references inside the research workspace. ReadCube Papers also fits because it combines PDF reading, highlighting, and note capture with citation-connected library organization.
Researchers and teams focused on dependable citation formatting for publishing
EndNote fits researchers who need the EndNote citation style engine with extensive journal style support and a desktop library tied to citation insertion in Word. Zotero also supports structured citation insertion in common word processors for consistent bibliography formatting.
Research teams that need governed sharing of protocols, manuscripts, datasets, and review-ready artifacts
OSF (Open Science Framework) fits research teams because it supports project hosting with components like datasets and code-linked files, versioned uploads, permalinks, and OSF Registries for DOI minting. Dataverse fits organizations standardizing governed case data because it provides metadata-driven entity modeling, role-based security, and audit-friendly workflows for structured data governance.
Common Mistakes to Avoid
Common purchasing errors come from mismatching the tool to the dominant artifact and workflow type, which creates friction during cleanup, search, discovery, or governance.
Buying a citation tool when the workflow requires governed project hosting
Zotero and Mendeley focus on citation libraries and PDF-linked notes, but they do not replace project governance and DOI-enabled registration workflows needed for study protocols. OSF (Open Science Framework) is built for structured projects with preregistration workflows and OSF Registries with DOI minting, while Dataverse is built for metadata-driven dataset publishing with role-based security.
Ignoring the BibTeX skill requirement when choosing a metadata editor
JabRef’s BibTeX centric editor supports reliable import, export, duplicate detection, and DOI or Crossref assisted metadata import, but its GUI workflows can feel less guided for users without BibTeX experience. Zotero and Mendeley provide more guided research-library workflows for citation ingestion and annotation without requiring BibTeX-first editing.
Over-relying on search and discovery outputs that cannot export structured references well
Connected Papers is designed for visual browsing with paper maps, so exporting structured references for automated workflows is limited. Semantic Scholar supports discovery with citation context and relevance-ranked results, but advanced workflows rely on manual filtering since batch export is limited.
Assuming cloud attachment syncing equals collaboration control
Zotero Storage adds cloud-synced attachments linked to Zotero items, but it does not provide real-time co-editing or granular team governance controls. For collaborative sharing with versioned artifacts and permissions, OSF (Open Science Framework) provides granular permissions and structured project records, while Dataverse provides role-based security and auditing-friendly governance.
How We Selected and Ranked These Tools
We evaluated every tool on three sub-dimensions: features with weight 0.4, ease of use with weight 0.3, and value with weight 0.3. The overall rating is the weighted average of those three sub-dimensions calculated as overall = 0.40 × features + 0.30 × ease of use + 0.30 × value. Zotero separated from lower-ranked tools through its features strength in the citation capture workflow, because the Zotero Connector enables one-click metadata and PDF capture and supports full-text search across attachments. That combination increases practical speed during literature review, which directly reflects the features dimension and supports the ease-of-use outcome for everyday capture and retrieval tasks.
Frequently Asked Questions About Csms Software
What counts as CSMS software for a quality and compliance workflow?
CSMS software typically centralizes controlled documents, evidence, and governed workflows. Dataverse fits governance and role-based security needs for case-like data and reusable entities. OSF fits research-grade artifacts like versioned datasets and code-linked files that support open review workflows.
Which tool best supports governed storage of case data and audit-ready structure?
Dataverse fits teams that need metadata-driven entity modeling, role-based security, and audit-friendly data models. It also supports configurable workflows and external system integration for standardizing processes across departments.
What tool is better for building a citation-first library from PDFs and web sources?
Zotero fits citation-first research because it captures sources directly from browsers and reference PDFs. Its Zotero Connector enables one-click metadata and PDF capture, and it supports saved notes and full-text search across attachments.
Which option suits researchers who need both PDF annotation and discoverable reading lists?
Mendeley fits workflows that combine reference management with reader-style PDF annotation linked to saved items. It also provides research indexing features like author profiles and related works so libraries stay discoverable.
Which tool is strongest for BibTeX-heavy workflows and strict metadata editing?
JabRef fits teams that manage BibTeX libraries and need robust export and import control. It supports advanced metadata editing, merge detection, and DOI or Crossref assisted metadata retrieval using desktop-first library management.
How do researchers connect paper discovery with visual navigation of related literature?
Connected Papers fits visual browsing because it expands one starting paper into a navigable network with a Paper Map view. It emphasizes similarity-based “left” and “right” paper sets for literature neighborhood exploration without query-heavy iterations.
Which tool provides fast scholarly search with citation context and relevance-ranked results?
Semantic Scholar fits rapid discovery because it surfaces relevance-ranked results plus structured metadata like references and influential citations. It also provides citation context that explains why papers matter.
What tool best keeps PDFs synced to citation records across devices without breaking library links?
Zotero Storage fits teams that want cloud-backed file syncing tied to the Zotero library. Attachments stay reachable and linked to citations across devices when library items change, while keeping collaboration separate from real-time co-editing.
Which tool is best when document reading, highlights, and citation metadata must stay tightly linked?
ReadCube Papers fits PDF-heavy workflows because it combines in-document reading and annotation with citation-connected library organization. It supports tagging and search while keeping highlights and notes within the document viewer.
Which option works best for sharing versioned research artifacts like datasets, code, and protocols with a review workflow?
OSF fits collaborative open science workflows because it hosts structured components like preprints, posters, datasets, and code-linked files inside a single project record. OSF Registries supports DOI minting for registered study protocols and archived materials, and it supports versioned uploads and shareable review-ready artifacts.
Conclusion
After evaluating 10 science research, Zotero stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
Tools reviewed
Referenced in the comparison table and product reviews above.
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