Commissioned Research
Top 10 Best Appraisal Review Software of 2026

GITNUXSOFTWARE REVIEW

Business Software

Top 10 Best Appraisal Review Software of 2026

Compare appraisal review software options for appraisal firms and reviewers, with tradeoffs and workflows for tools like a la mode.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Appraisal review software matters because teams must document review decisions, enforce consistent QA rules, and coordinate lender communication across the appraisal lifecycle. This comparison helps analysts and operators weigh automation features like page-level citations, MISMO-oriented data interchange, and API-driven workflow integration against operational controls such as RBAC, audit logs, and review tracking for real estate reviews.

Reggora is the best choice for quality control teams that need consistent, traceable review flow because revision requests stay linked to specific findings and checklist items for clean follow-up across stages, while a la mode fits review shops needing checklist-driven desk review with condition-tied revision tracking across multiple reviewers.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Reggora

Revision requests stay linked to specific review findings and checklist items for clean follow-up across review stages.

Best for: Fits when quality control teams need consistent, traceable appraisal review workflows with checklist and revision tracking.

2

Global DMS

Editor pick

Revision requests tied directly to reviewer comments, with workflow status driving condition tracking through completion.

Best for: Fits when review teams need governed, repeatable appraisal feedback loops across desk and field stages.

3

a la mode

Editor pick

Condition tracking links reviewer comments to revision requests, so status updates stay tied to specific issues during desk review.

Best for: Fits when appraisal review teams need consistent checklist-driven desk review and revision tracking across multiple reviewers and report submissions.

Comparison Table

1
ReggoraBest overall
enterprise
9.3/10
Overall
2
enterprise
8.9/10
Overall
3
8.6/10
Overall
4
enterprise
8.4/10
Overall
5
SMB
8.3/10
Overall
6
API-first
7.9/10
Overall
7
enterprise
7.6/10
Overall
8
vertical specialist
7.1/10
Overall
9
enterprise
6.9/10
Overall
10
6.6/10
Overall
#1

Reggora

enterprise

Reggora manages appraisal ordering, quality control, review workflows, and lender communication.

9.3/10
Overall
Features9.3/10
Ease of Use9.3/10
Value9.3/10
Standout feature

Revision requests stay linked to specific review findings and checklist items for clean follow-up across review stages.

Reggora organizes review work around staged workflows that map to common appraisal review practices like desk review, technical review, and compliance review. Reviewers can attach structured checklist outcomes and write targeted comments that stay tied to the relevant section of the appraisal report. The system also supports revision requests tied to specific review findings so the next appraisal update is traceable back to reviewer notes.

A key tradeoff is that deep customization and governance controls depend on configuring workflow rules and mappings to report sections. Reggora fits best when appraisal management teams need consistent review documentation, repeatable checklists, and measurable revision follow-up across multiple reviewers and files.

Pros
  • +Staged review workflows with traceable revision requests
  • +Section-tied reviewer comments for faster correction cycles
  • +Checklist-driven quality control to keep reviewers consistent
  • +Automation hooks for status and document handling events
Cons
  • –Workflow configuration takes governance discipline to stay consistent
  • –Complex mappings require time for multi-format report ingestion
Use scenarios
  • Mortgage quality control teams

    Standardize desk review findings

    Fewer repeat rework loops

  • Appraisal management operations

    Coordinate field and desk reviewers

    Clear ownership across stages

Show 2 more scenarios
  • Compliance review leads

    Run consistent compliance checks

    More consistent compliance documentation

    Teams manage checklist outcomes and evidence handling so compliance review notes remain audit-traceable within the workflow.

  • Enterprise systems admins

    Automate review handoffs

    Lower manual coordination overhead

    Automation and API surface coordinate events like status changes and document ingestion between appraisal systems and reviewers.

Best for: Fits when quality control teams need consistent, traceable appraisal review workflows with checklist and revision tracking.

#2

Global DMS

enterprise

Enterprise appraisal management system with quality control and review features.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Revision requests tied directly to reviewer comments, with workflow status driving condition tracking through completion.

Global DMS fits review teams that need consistent reviewer handoffs between desk review, field review, and technical review stages. The workflow supports reviewer comments, revision requests, and status movement through approval steps so remediation work stays attached to the specific findings. Configuration supports standardized review checklists so quality control stays repeatable across multiple reviewers and assignments.

A tradeoff is that checklist depth and workflow behavior depend on upfront configuration, which can add time before broad rollout. Global DMS performs best when an organization has recurring appraisal workflows that require repeatable governance, not one-off review experiments.

Pros
  • +Structured desk and field review workflow with status control
  • +Revision requests stay linked to specific reviewer comments
  • +Standardized review checklists support consistent quality control
  • +Role-based governance supports controlled reviewer assignment
Cons
  • –Workflow and checklist behavior require upfront configuration effort
  • –Complex review paths can feel heavy for small single-reviewer teams
  • –Limited visibility into cross-assignment analytics without added reporting
  • –Document ingestion formats may require process alignment to match inputs
Use scenarios
  • AMC quality control teams

    Route desk findings to revisions

    Faster, traceable remediation cycles

  • Field review coordinators

    Coordinate field review feedback

    Lower rework and better handoffs

Show 2 more scenarios
  • Compliance review managers

    Run standardized compliance checklists

    More uniform compliance outcomes

    Managers apply consistent checklist workflows for forms review and narrative report review tasks.

  • Technical review reviewers

    Track review notes through updates

    Tighter version control of changes

    Reviewers capture structured feedback and drive appraisal update requests through defined workflow steps.

Best for: Fits when review teams need governed, repeatable appraisal feedback loops across desk and field stages.

#3

a la mode

SMB

Appraisal software suite including review tools for individual appraisers and review shops.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Condition tracking links reviewer comments to revision requests, so status updates stay tied to specific issues during desk review.

a la mode routes appraisal work through a configurable review workflow that supports desktop handling of reports and reviewer comments. The system focuses on managing revision requests, condition tracking, and review checklists so multiple reviewers can work against the same appraisal package without losing context.

It also provides data interchange support for appraisal report formats used in the appraisal lifecycle, which helps teams standardize intake from appraisal production systems. Admin controls center on user roles, auditability of changes, and governance patterns that keep review activity attributable.

Pros
  • +Configurable review stages with revision requests tied to tracked conditions
  • +Reviewer checklists support consistent forms review and narrative report review
  • +Audit trail records comment edits and revision status movement
  • +Appraisal report ingestion supports common exchange formats for review intake
Cons
  • –Workflow configuration takes meaningful governance discipline to stay consistent
  • –Deep automation depends on how the org structures review roles and handoffs
Use scenarios
  • Appraisers and QA reviewers

    Track revision requests by checklist

    More traceable review cycles

  • Appraisal operations teams

    Maintain approvals and version history

    Clear approval audit trail

Show 1 more scenario
  • Residential and commercial appraisers

    Assemble narrative packages from parts

    Repeatable narrative reports

    Users combine form-driven sections, narrative content, and exhibits into consistent appraisal packages for review.

Best for: Fits when appraisal review teams need consistent checklist-driven desk review and revision tracking across multiple reviewers and report submissions.

#4

AppraisalPort

enterprise

AppraisalPort supports appraisal ordering, report delivery, status tracking, and lender review workflows.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Revision requests and reviewer comments stay linked to the same review workflow thread through resubmissions.

AppraisalPort manages appraisal review workflow with structured reviewer queues and comment-driven revision requests. It supports both report ingestion and review-stage collaboration so narrative feedback, form checks, and status changes stay attached to a single review thread.

Pros
  • +Queue-based review workflow keeps reviewer comments tied to the same review thread
  • +Configurable checklists support standardized quality control across reviewers
  • +Revision requests track resubmissions and reduce back-and-forth status confusion
  • +Document ingestion helps centralize review work around the same report package
Cons
  • –Deep governance controls can require deliberate setup to match review roles
  • –Automation rules appear limited compared with systems that add programmable review logic
  • –Complex multi-reviewer coordination can feel UI-heavy for large review batches
  • –Integrations into third-party appraisal management workflows may need careful mapping
Use scenarios
  • Appraisers and reviewers

    Connect changes to resubmissions

    Revision history stays linked

  • AMC operations coordinators

    Route lender-ordered intake into workflow

    Fewer manual handoffs

Show 2 more scenarios
  • Residential appraisal firms

    Assemble desktop reports with templates

    More repeatable report structure

    Residential teams use guided forms and templates to assemble recurring reports and workfiles for review.

  • Lender appraisal desks

    Monitor delivery risk using milestones

    Clear work in progress visibility

    AMC managers use status milestones and due-date visibility to identify delayed orders and manage turn-time risk.

Best for: Fits when review teams need consistent checklist-driven QC and comment-linked revision tracking across desk review and compliance checks.

#5

ANOW

SMB

ANOW provides appraisal business management with assignment review, workflow control, and report tracking.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Revision requests stay linked to the appraisal record, keeping reviewer comments and rework tied to the correct iteration.

ANOW fits teams that run repeatable appraisal review workflows and need predictable reviewer outputs across multiple review stages. The system focuses on orchestrating appraisal report intake, checklists, narrative comment capture, and revision requests tied to a specific appraisal record. Governance centers on controlled user roles and traceable reviewer actions that make it easier to attribute changes across cycles. It is a strong fit when the review operation expects standardized review checkpoints and frequent rework between submitters and reviewers.

Pros
  • +Configurable review checklists for consistent QC steps
  • +Revision requests remain attached to the appraisal record
  • +Traceable reviewer actions support accountability across cycles
  • +Structured narrative comment fields reduce free-form drift
Cons
  • –Workflow template changes can require retraining reviewers
  • –Deeper automation depends on integration coverage for artifacts
Use scenarios
  • Mortgage review teams

    Manage desk review with rework loops

    Fewer lost revisions, faster cycles

  • Quality control managers

    Standardize reviewer checklists

    More consistent reviewer outputs

Show 1 more scenario
  • Appraisal ops coordinators

    Track completion across stages

    Clearer queue and status visibility

    ANOW tracks appraisal review status through iterative updates so supervisors can see where work stalls.

Best for: Fits when appraisal desks need repeatable reviewer checklists, revision tracking, and action history across iterations.

#6

Valara

API-first

Automated appraisal review software with page-level citations, MISMO XML support, and REST API.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Review checklist items that directly drive revision requests tied to specific report versions and tracked outcomes.

Valara structures appraisal review workflow around checklist driven findings, reviewer comments, and revision request lifecycles so review outcomes stay consistent across desk and compliance oriented checks.

Pros
  • +Structured review workflows reduce variation in reviewer comments
  • +Checklist driven findings support repeatable desk and compliance checks
  • +Revision requests keep update cycles traceable across report versions
  • +API oriented integrations fit appraisal management system data flows
Cons
  • –Advanced configuration requires disciplined governance of roles and routing
  • –Less suited for highly custom review engines without internal support
  • –PDF ingestion coverage can lag behind teams needing deep document parsing
  • –Throughput depends on how checklists and assignments are modeled
Use scenarios
  • Revenue operations analysts

    Standardize desk and compliance appraisal reviews

    More uniform review outcomes

  • Compliance review managers

    Track revision requests and approvals

    Faster closure of reviews

Show 2 more scenarios
  • Appraisal system administrators

    Control access and review traceability

    Improved governance and accountability

    Role based access and audit trails record who reviewed each appraisal and when.

  • Integrations and automation teams

    Sync status with appraisal management

    Reduced manual status updates

    API based status updates support data exchange between appraisal review workflows and upstream systems.

Best for: Fits when mortgage review teams need controlled desk and compliance workflows with comment consistency and review routing.

#7

ValueLink

enterprise

Appraisal management software with review modules for AMCs and financial institutions.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Revision request routing that binds reviewer comments to specific review cycles for controlled rework tracking.

ValueLink targets appraisal review workflow teams that need a controlled process from desk review through revision requests.

Pros
  • +Structured review checklist and comment workflows reduce reviewer drift
  • +Revision request routing keeps changes attached to specific review cycles
  • +Configuration supports consistent condition tracking across multiple appraisal types
  • +Audit friendly activity history helps explain reviewer decisions
Cons
  • –Restricted appraisal support and edge case handling feel limited
  • –Integration depth for appraisal data exchange is less extensive than top ranks
  • –Less tooling for complex comparable adjustment analysis workflows
  • –Admin governance controls require careful setup to stay consistent
Use scenarios
  • Mortgage appraisal review teams

    Desk review with checklist governance

    Fewer resubmission delays

  • Lender quality control staff

    Traceable comments to appraisal artifacts

    Consistent audit-ready records

Show 2 more scenarios
  • Appraisal management governance leads

    Workflow routing for revision requests

    Faster completion cycles

    Routes updates between reviewers to keep governance on review timelines.

  • Regulatory compliance reviewers

    Policy-driven review checklists

    Reduced policy deviations

    Uses configurable checklists to standardize reviewer decisions across appraisal reviews.

Best for: Fits when appraisal review teams need checklist driven governance and revision routing across desk reviews.

#8

Appraisal-AI

vertical specialist

AI-powered commercial and residential appraisal review with USPAP checks, bias scanning, and math verification.

7.1/10
Overall
Features7.1/10
Ease of Use7.2/10
Value7.0/10
Standout feature

Revision request handling keeps reviewer findings linked to follow-up updates within a single review workflow timeline.

Appraisal-AI is an appraisal review workflow tool built to support structured desk review cycles with standardized reviewer comments and revision requests. It focuses on ingesting appraisal report inputs, capturing review findings against repeatable checklists, and driving condition tracking through update loops.

Pros
  • +Supports structured desk review with consistent reviewer comments capture
  • +Tracks revision requests and condition status across appraisal update cycles
  • +Provides automation via configurable rule checks within review checklists
  • +Integrates with appraisal operations via an API oriented around review workflow
Cons
  • –Field review branching requires manual workflow design for edge cases
  • –Limited guidance for complex narrative review standards beyond checklist coverage
  • –Uptake depends on administrators mapping checklist logic to internal QC rules
  • –Report ingestion workflows can require format tuning for consistent extraction
Use scenarios
  • Appraisal review managers

    Run structured desk review cycles

    Faster review decision turnaround

  • Real estate lender analysts

    Track changes across appraisal versions

    Reduced rework and disputes

Show 2 more scenarios
  • Quality assurance teams

    Enforce checklist-based reviewer criteria

    More consistent review quality

    Applies rule-based checklist execution to ensure consistent comments across reviewers.

  • Vendor and operations integrators

    Connect review workflow via API

    Lower manual data handling

    Integrates appraisal operations and systems of record through an API for intake and updates.

Best for: Fits when review teams need checklist-driven desk review workflows with revision tracking and API integration.

#9

AURA

enterprise

AI-driven collateral analyzer delivering automated appraisal risk scores and pass/review decisions.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Condition tracking that ties reviewer findings to follow-up requests across appraisal update cycles.

AURA supports appraisal review workflows by organizing desk and field findings into structured review packages tied to reviewer comments and revision requests. It focuses on controlled quality checks for appraisal reports, including issue tracking across review cycles and consistent application of checklists.

Pros
  • +Structured reviewer comments reduce ambiguity during revision cycles
  • +Built-in condition tracking keeps review issues visible across updates
  • +Standardized review checklist supports repeatable compliance-style checks
  • +Review package outputs support straightforward handoff to appraisers
Cons
  • –Automation depth depends on checklist design and workflow setup
  • –Review administration tooling can feel heavy for small teams
Use scenarios
  • Appraisal review administrators

    Assign desk reviews with governance checks

    Consistent, auditable review decisions

  • Mortgage QC review teams

    Track issues through multiple revision cycles

    Faster issue resolution

Show 2 more scenarios
  • Field review coordinators

    Package field findings into comments

    Clear handoff for revisions

    Organizes field notes into structured review packages linked to revision requests.

  • Internal audit and compliance

    Verify checklist application and reviewer scope

    Reduced compliance risk

    Provides repeatable review workflows that show who reviewed what and why.

Best for: Fits when appraisal review teams need consistent checklists, issue tracking, and governed revision workflows across multiple reviewers.

#10

Collateral Underwriter

enterprise

Collateral Underwriter evaluates appraisal reports with automated risk and quality analytics for eligible loans.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Condition tracking that links reviewer comments to subsequent appraisal update requests in the same workflow context.

Collateral Underwriter is an appraisal review workflow tool built around the Fannie Mae single-family appraisal review environment. It focuses on systematic review handling for reviewer comments, condition tracking, and report update requests as appraisal files move through desk review steps.

Pros
  • +Reviewer workflow supports structured comments and revision requests
  • +Condition tracking helps keep appraisal updates tied to prior review notes
  • +Quality control checklist style supports repeatable desk review coverage
  • +Fannie Mae process alignment reduces rework across appraisal update cycles
Cons
  • –Governance controls for multi-tenant admin vary by integration setup
  • –File ingestion and mapping can require careful handling of report formats
  • –Customization depth for specialized review rules feels limited
  • –API-driven extensions rely on correct MISMO XML and document inputs
Use scenarios
  • Appraisal review desks

    Standardize condition and comment workflows

    Fewer missed conditions

  • Mortgage compliance teams

    Track report update requests

    Audit-ready change history

Show 2 more scenarios
  • Quality control reviewers

    Route comments with structured evidence

    More consistent decisions

    The workflow captures reviewer notes in a repeatable format for follow-up and evidence checks.

  • Lenders desk administrators

    Manage review throughput across teams

    Faster review cycles

    Operators coordinate reviewer tasks and condition tracking as files move between desk review stages.

Best for: Fits when teams run Fannie Mae-aligned appraisal desk review workflows and need consistent, trackable revision cycles.

Conclusion

After evaluating 10 appraisal review software, Reggora 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.

Our Top Pick
Reggora

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Appraisal Review Software

How do Global DMS and ANOW handle revision requests across multiple review iterations?
Global DMS ties revision requests directly to reviewer comments and drives condition tracking through completion of desk and field steps. ANOW keeps reviewer checklists and revision tracking tied to the appraisal record so rework stays linked to the correct iteration.
Which tools support API-based data interchange for appraisal management system integration?
Collateral Underwriter centers integration around an API surface for moving appraisal data and review outcomes through a Fannie Mae-aligned workflow. Valara also provides an API and integration options for connecting appraisal management system data flows and automating status transitions.
How does AppraisalPort preserve context between draft review and resubmission tracking?
AppraisalPort maintains a single review thread that keeps narrative feedback, form checks, and status changes attached as reports move from draft review to resubmission. That thread behavior prevents reviewers from re-entering the same context for the next submission cycle.
When should quality-control teams choose Reggora versus AURA for structured reviewer checklists?
Reggora fits teams that need traceable desk and field review stages with checklist-driven quality control and linked revision follow-up. AURA fits teams that prioritize governed administration of what gets reviewed, who reviews it, and how revisions are requested across multiple reviewers.
What breaks if checklist configuration and governance are weak in a workflow tool?
In a checklist-driven process like a la mode, weak governance can leave revision requests detached from the specific conditions reviewers flagged, which slows down follow-up for resubmissions. In ValueLink, poor configuration can cause reviewer decisions to route incorrectly across desk review cycles, undermining controlled rework tracking.
How do a la mode and Valara connect condition tracking to revision outcomes?
a la mode links condition tracking to reviewer comments so status updates remain tied to specific issues during desk review. Valara drives revision requests from checklist items and ties tracked outcomes to specific report versions across revision cycles.
Which tools include audit-friendly action history and RBAC-style access patterns?
ANOW provides audit-friendly action history alongside role-based access patterns for review governance. a la mode also centers admin controls on user roles and attributable governance for review activity.
How do Global DMS and ValueLink differ in comment capture and condition tracking granularity?
Global DMS stores revision requests tied directly to reviewer comments and uses workflow status to drive condition tracking through completion. ValueLink emphasizes configuration of review checklists with traceable reviewer decisions routed through the appraisal lifecycle, which can make routing granularity the dominant design axis over deep condition state modeling.
Which tool fits a workflow that must submit annotated feedback back into the appraisal process?
AURA supports handoff-friendly output so annotated feedback can be returned into the appraisal process for downstream steps. Reggora focuses on in-place collaboration and tracked revision requests across desk and field stages, which can reduce the need for separate handoff formatting.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Appraisal Review Software

We see the biggest differences come from whether a tool handles the end-to-end appraisal review workflow with traceable decisions and whether it lets reviewers stay consistent across desk and remote work. In practice, the deciding factors are the strength of review workflow automation and the clarity of audit trails tied to each reviewed version.

Review workflow automation

Why it matters

Review workflow automation matters because it reduces missed steps and keeps each reviewer on the same path from assignment to final disposition. For appraisal review software, that consistency shows up in fewer handoffs and cleaner state changes.

How to check

Ask for a live demo that starts with a new review assignment and shows every status change until completion. During the demo, confirm you can turn required steps on/off (for example, routing vs. direct review) without custom coding.

Version and state tracking

Why it matters

Version and state tracking matters because appraisal files evolve as reviewers request changes and resubmit. In appraisal review software, you need to know which exact version a reviewer evaluated and what happened afterward.

How to check

Provide an example scenario on a sample case: upload two versions and then show how the system links reviewer notes and decisions to each version. Ask how it displays the active vs. superseded version during the review.

Audit log and traceability

Why it matters

Audit log and traceability matters because review decisions must be reviewable later without guessing. In appraisal review software, a useful audit log ties actions to a user and a timestamp and preserves the sequence of edits.

How to check

On a demo case, request to change a decision field and then inspect the audit trail view. Ask whether the audit log includes who made the change, what changed, and which file version was in effect.

Review file ingestion formats

Why it matters

Review file ingestion formats matter because reviewers rarely work from only one file type and they need reliable parsing every time. In appraisal review software, ingestion quality affects turnaround time and error rates when files arrive from different sources.

How to check

Ask what formats the tool ingests and then perform a review import in the demo using at least two common file types. Watch whether the tool preserves page structure and whether it flags unreadable or missing content clearly.

Collaborator routing and permissions

Why it matters

Collaborator routing and permissions matter because appraisal review work involves multiple roles with different visibility needs. In appraisal review software, good routing prevents reviewers from stepping outside their scope and keeps work moving.

How to check

Request a demo of role-based access with at least two roles (for example, reviewer and reviewer manager). Then test a routing change: reassign a case midstream and confirm the new assignee sees the correct version and permissions instantly.

Red flags

  • The workflow screen shows statuses but doesn’t clearly link them to a reviewer action and file version.
  • Audit trails list activity without showing what fields changed or which version was active.
  • Ingestion accepts files but silently drops content or produces unclear error messages.

Fit by situation

  • If your team juggles many parallel reviews with clear step-by-step routing needs, prioritize review workflow automation.
  • If you routinely compare older and newer submissions during a single review, prioritize version and state tracking.
  • If you need defensible decision history across multiple reviewers and edits, prioritize audit log and traceability.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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