AI Screenr
AI Interview for Copy Editors

AI Interview for Copy Editors — Automate Screening & Hiring

Automate copy editor screening with AI interviews. Evaluate news judgment, sourcing ethics, accuracy, and multi-platform storytelling — get scored hiring recommendations in minutes.

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By AI Screenr Team·

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The Challenge of Screening Copy Editors

Hiring senior copy editors is fraught with challenges, from assessing nuanced news judgment and prioritization skills to verifying their discipline in fact-checking and multi-platform storytelling. Managers often spend hours in interviews only to find candidates who can discuss style guides superficially but falter when asked to demonstrate accuracy under tight deadlines or adapt to digital-first formats.

AI interviews streamline the screening process by evaluating candidates' expertise in news judgment, their ability to maintain accuracy, and adapt stories across platforms. The AI conducts in-depth probes into sourcing ethics and multi-platform style consistency, generating comprehensive evaluations. This allows you to efficiently replace screening calls and identify top-tier copy editors before committing editorial resources to further rounds.

What to Look for When Screening Copy Editors

Executing precise line edits with adherence to Chicago Manual of Style.
Prioritizing news stories under tight deadlines with strong editorial judgment.
Conducting multi-source verification with rigorous AP Stylebook compliance.
Ensuring factual accuracy through thorough cross-referencing and fact-checking.
Crafting cohesive narratives across print, digital, audio, and video platforms.
Utilizing Google Docs for collaborative editing with track changes.
Managing deadlines with composure and delivering high-quality content under pressure.
Mentoring freelance editors on publication-specific style consistency.
Adapting to digital-first formats with innovative storytelling techniques.
Applying ethical standards in interviews and sourcing with integrity.

Automate Copy Editors Screening with AI Interviews

AI Screenr conducts nuanced voice interviews for copy editors, evaluating story prioritization, sourcing ethics, and multi-platform skills. Weak answers trigger deeper probing. Learn more about automated candidate screening.

Story Judgment Evaluation

Assesses news judgment through scenario-based questions, adapting to probe decision-making under deadline pressure.

Ethics and Sourcing Depth

Evaluates understanding of sourcing ethics and verification processes with targeted follow-ups on multi-source strategies.

Platform Consistency Scoring

Scores ability to maintain style consistency across print, digital, audio, and video formats with specific examples.

Three steps to your perfect copy editor

Get started in just three simple steps — no setup or training required.

1

Post a Job & Define Criteria

Craft your copy editor job post with essential skills like news judgment, accuracy in fact-checking, and multi-platform storytelling. Or paste your job description and let AI handle the screening setup for you.

2

Share the Interview Link

Send the interview link directly to candidates or embed it in your job post. Candidates complete the AI interview on their own time — no scheduling needed, available 24/7. Learn more about the screening workflow.

3

Review Scores & Pick Top Candidates

Receive comprehensive scoring reports with dimension scores and transcript evidence. Shortlist the top candidates for a second round. Discover how scoring works for more insights.

Ready to find your perfect copy editor?

Post a Job to Hire Copy Editors

How AI Screening Filters the Best Copy Editors

See how 100+ applicants become your shortlist of 5 top candidates through 7 stages of AI-powered evaluation.

Knockout Criteria

Automatic disqualification for deal-breakers: minimum years of professional editing experience, proficiency in AP Stylebook, and multi-platform editing capabilities. Candidates failing these criteria are immediately marked as 'No', streamlining your selection process.

85/100 candidates remaining

Must-Have Competencies

Assessment focuses on candidates' news judgment and story prioritization under tight deadlines, with a pass/fail scoring based on real-time editing scenarios and adherence to sourcing ethics.

Language Assessment (CEFR)

Candidates' command of English is evaluated mid-interview at the required CEFR level, crucial for ensuring accuracy and clarity in multi-platform storytelling (print, digital, audio).

Custom Interview Questions

Tailored questions on fact-checking and accuracy, with AI-driven follow-ups to explore candidates' experience in managing deadline pressure across various media formats.

Blueprint Deep-Dive Questions

Pre-configured questions such as 'How do you verify multiple sources?' with structured follow-ups ensure each candidate's sourcing ethics and verification discipline are thoroughly evaluated.

Required + Preferred Skills

Key skills like accuracy in fact-checking and proficiency with Google Docs are scored 0-10, while familiarity with Textio and style guide application earns bonus points.

Final Score & Recommendation

A weighted composite score (0-100) with a hiring recommendation (Strong Yes / Yes / Maybe / No) distills the top 5 candidates, ready for final interviews.

Knockout Criteria85
-15% dropped at this stage
Must-Have Competencies62
Language Assessment (CEFR)48
Custom Interview Questions34
Blueprint Deep-Dive Questions22
Required + Preferred Skills12
Final Score & Recommendation5
Stage 1 of 785 / 100

AI Interview Questions for Copy Editors: What to Ask & Expected Answers

When interviewing copy editors — whether manually or with AI Screenr — it’s crucial to evaluate their skills in both print and digital formats. Successful candidates demonstrate strong line-editing expertise and adaptability to multi-platform storytelling. Below are essential areas to assess, drawing from the Chicago Manual of Style and practical editorial workflows.

1. News Judgment and Story Prioritization

Q: "How do you approach deciding which stories to prioritize under tight deadlines?"

Expected answer: "At my last company, we often faced tight deadlines during breaking news events. I would first assess the story's impact and relevance using Google Analytics to understand audience interests. For instance, during a major political event, I prioritized stories that aligned with trending search terms, increasing our readership by 20%. I also coordinated with our digital team using Slack for real-time updates on which stories gained traction. This approach allowed us to be agile and responsive, ensuring we captured the audience's attention when it mattered most."

Red flag: Candidate fails to mention any method for assessing story impact or relevance.


Q: "Describe a time when you had to pivot a story angle quickly. What was your process?"

Expected answer: "In my previous role, a major news event broke just as we were finalizing an issue. I quickly gathered the team on Zoom to reassess our angles, using real-time social media monitoring tools like Hootsuite to gauge public sentiment. We decided to shift our focus to the most discussed aspect, which required rewriting the lead and adjusting our headlines. This pivot resulted in a 15% increase in engagement compared to our average story performance. The ability to adapt quickly was crucial in maintaining our publication's relevance."

Red flag: Candidate cannot describe any tools or methods used for monitoring public sentiment.


Q: "What criteria do you use to evaluate the newsworthiness of a story?"

Expected answer: "I consider several factors, including timeliness, significance, and audience interest. At my last company, we used a content management system that integrated with Google Trends to identify relevant topics. For example, during a health crisis, I prioritized stories that offered actionable advice, which resonated with our readers and drove a 25% increase in page views. I also regularly consulted with our editorial team in weekly meetings to ensure alignment with our editorial standards and goals."

Red flag: Candidate lacks clear criteria or metrics for evaluating newsworthiness.


2. Sourcing and Ethics

Q: "How do you verify the credibility of your sources?"

Expected answer: "In my role at the magazine, I adhered strictly to multi-source verification. I would cross-check information using reputable databases like LexisNexis and directly contact sources for confirmation. For a feature on environmental policy, I verified data from three independent scientific studies, ensuring our article was both accurate and credible. This rigorous approach helped us maintain a fact-check accuracy rate of over 95%, reinforcing the trust our readers placed in us."

Red flag: Candidate does not mention any specific verification tools or databases.


Q: "Can you describe a situation where you had to handle a potential conflict of interest?"

Expected answer: "During an investigation into local government contracts, I discovered that one of our freelance writers had a personal connection with a key source. I immediately raised the issue in an editorial meeting and recommended reassigning the story to avoid any bias. We also implemented a policy using Airtable to track potential conflicts, ensuring transparency and integrity in our reporting process. This proactive approach preserved our publication's credibility and upheld journalistic standards."

Red flag: Candidate ignores the importance of transparency in handling conflicts.


Q: "What steps do you take to ensure ethical sourcing and reporting?"

Expected answer: "I emphasize the importance of adhering to the AP Stylebook guidelines on sourcing. In my previous position, I led training sessions to educate our team on ethical reporting practices, using case studies to highlight potential pitfalls. For a sensitive investigative piece, I ensured we had corroborating evidence from at least two independent sources, which was essential in avoiding legal repercussions and maintaining our ethical standards."

Red flag: Candidate cannot articulate specific steps or lacks knowledge of established guidelines.


3. Fact-checking and Accuracy

Q: "How do you handle fact-checking for a complex story?"

Expected answer: "At the magazine, we had a dedicated fact-checking phase where I used Factiva and the Chicago Manual of Style to verify every claim. For an in-depth feature on healthcare, I meticulously cross-referenced statistics from government databases and peer-reviewed journals. This attention to detail reduced our correction rate by 30% over six months. I also collaborated with subject-matter experts to ensure accuracy, which bolstered our reputation for reliability."

Red flag: Candidate cannot describe any specific tools or methods used in fact-checking.


Q: "Describe a situation where you had to correct a significant error post-publication."

Expected answer: "In one instance, a factual error slipped through during a high-pressure deadline. I immediately issued a correction notice on our website and social media platforms, using Buffer to reach our audience promptly. We then reviewed our editorial processes and implemented an additional fact-checking layer using Grammarly's plagiarism checker to prevent future occurrences. This swift action helped us maintain audience trust and demonstrated our commitment to accuracy."

Red flag: Candidate fails to describe a corrective action plan or communication strategy.


4. Multi-platform Storytelling

Q: "How do you adapt a story for different platforms?"

Expected answer: "In my role, I regularly adapted stories for print, web, and social media. For a feature on climate change, I created a long-form print article, a concise digital version optimized for SEO using Yoast, and engaging social media posts with Canva graphics. This multi-platform strategy increased our article's reach by 40% and engagement by 30%. I always ensure that each version maintains the integrity of the original story while tailoring the format to suit each platform's audience and style."

Red flag: Candidate shows a lack of understanding of platform-specific storytelling techniques.


Q: "What are the challenges of maintaining style consistency across platforms?"

Expected answer: "At my last company, maintaining style consistency was crucial as we expanded our digital presence. I developed a comprehensive style guide using Textio to ensure uniformity across all content. During a major campaign, I coordinated with our team via Trello to track adherence to our style guidelines, resulting in a 20% reduction in style-related errors. This consistency helped us strengthen our brand identity and improve reader recognition across platforms."

Red flag: Candidate cannot mention any tools or strategies for ensuring style consistency.


Q: "How do you balance between print-first and digital-first content strategies?"

Expected answer: "In my previous role, I faced the challenge of balancing print and digital priorities. I used analytics tools like Chartbeat to identify content that performed well online, then adapted it for print to reach a broader audience. For example, a digital-first series on tech innovations was so popular that we turned it into a special print edition, which increased our print subscriptions by 15%. This dual approach allowed us to maximize content value and cater to diverse audience preferences."

Red flag: Candidate lacks a clear strategy or tools for balancing different content strategies.



Red Flags When Screening Copy editors

  • Lack of multi-platform experience — may struggle adapting content for digital, print, audio, and video formats effectively
  • Weak news judgment under pressure — can lead to prioritizing less impactful stories, affecting audience engagement and trust
  • No sourcing verification process — increases risk of publishing inaccurate information, damaging publication credibility and reputation
  • Inconsistent style adherence — results in disjointed content appearance, undermining brand consistency across platforms
  • Limited deadline management skills — could cause delays in publication schedules, impacting overall editorial workflow and productivity
  • Avoidance of fact-checking protocols — jeopardizes content accuracy, leading to potential legal issues and reader mistrust

What to Look for in a Great Copy Editor

  1. Strong multi-platform storytelling — effectively tailors content for print, digital, audio, and video, enhancing audience reach and engagement
  2. Robust news judgment — prioritizes stories with high impact and relevance, driving reader interest and publication authority
  3. Disciplined fact-checking — ensures content accuracy, safeguarding publication credibility and maintaining audience trust
  4. Proficient in style guides — consistently applies Chicago Manual and AP Stylebook, ensuring uniformity and professionalism
  5. Calm under deadline pressure — efficiently manages time and resources, maintaining quality and meeting publication schedules

Sample Copy Editor Job Configuration

Here's exactly how a Copy Editor role looks when configured in AI Screenr. Every field is customizable.

Sample AI Screenr Job Configuration

Senior Copy Editor — Multi-Platform Media

Job Details

Basic information about the position. The AI reads all of this to calibrate questions and evaluate candidates.

Job Title

Senior Copy Editor — Multi-Platform Media

Job Family

Media

Focus on editorial judgment, accuracy, and multi-platform storytelling. The AI calibrates questions for media roles.

Interview Template

Editorial Judgment Screen

Allows up to 5 follow-ups per question. Focuses on ethical sourcing and deadline management.

Job Description

We're seeking a senior copy editor to lead our editorial team in a national magazine. You will ensure accuracy, uphold style standards, mentor junior editors, and adapt content across print and digital platforms.

Normalized Role Brief

Senior copy editor with 8+ years in national media. Strong in line-editing, fact-checking, and multi-platform adaptation. Must guide freelance editors on style consistency.

Concise 2-3 sentence summary the AI uses instead of the full description for question generation.

Skills

Required skills are assessed with dedicated questions. Preferred skills earn bonus credit when demonstrated.

Required Skills

News judgmentSourcing ethicsFact-checkingMulti-platform storytellingDeadline management

The AI asks targeted questions about each required skill. 3-7 recommended.

Preferred Skills

MentoringAP Stylebook expertiseDigital-first content strategyTextio proficiencyCross-platform content adaptation

Nice-to-have skills that help differentiate candidates who both pass the required bar.

Must-Have Competencies

Behavioral/functional capabilities evaluated pass/fail. The AI uses behavioral questions ('Tell me about a time when...').

Editorial Judgmentadvanced

Prioritize stories with ethical sourcing and audience relevance under tight deadlines.

Accuracy and Fact-Checkingadvanced

Ensure factual integrity and consistency across all content formats.

Multi-Platform Adaptationintermediate

Adapt content styles to suit both digital and print platforms effectively.

Levels: Basic = can do with guidance, Intermediate = independent, Advanced = can teach others, Expert = industry-leading.

Knockout Criteria

Automatic disqualifiers. If triggered, candidate receives 'No' recommendation regardless of other scores.

Professional Experience

Fail if: Less than 5 years in a senior editorial role

Minimum experience threshold for senior media roles.

Availability

Fail if: Cannot start within 1 month

Immediate need to fill this role for upcoming editorial projects.

The AI asks about each criterion during a dedicated screening phase early in the interview.

Custom Interview Questions

Mandatory questions asked in order before general exploration. The AI follows up if answers are vague.

Q1

Describe your approach to balancing accuracy and speed under tight deadlines.

Q2

How do you ensure consistency across different content platforms?

Q3

Tell me about a challenging story you edited and how you handled it.

Q4

What is your process for mentoring junior editors on ethical sourcing?

Open-ended questions work best. The AI automatically follows up if answers are vague or incomplete.

Question Blueprints

Structured deep-dive questions with pre-written follow-ups ensuring consistent, fair evaluation across all candidates.

B1. How do you prioritize stories for a multi-platform release?

Knowledge areas to assess:

Audience engagementPlatform-specific strategiesEthical considerationsDeadline pressures

Pre-written follow-ups:

F1. Can you provide an example of a successful multi-platform launch?

F2. How do you decide which platform takes precedence?

F3. What are the risks of misjudging story priority?

B2. Explain your approach to maintaining style consistency across formats.

Knowledge areas to assess:

Style guide adherenceCross-platform challengesMentoring strategiesAdaptation techniques

Pre-written follow-ups:

F1. How do you handle conflicting style guide rules?

F2. What tools do you use for tracking style consistency?

F3. How do you train new editors on style standards?

Unlike plain questions where the AI invents follow-ups, blueprints ensure every candidate gets the exact same follow-up questions for fair comparison.

Custom Scoring Rubric

Defines how candidates are scored. Each dimension has a weight that determines its impact on the total score.

DimensionWeightDescription
Editorial Judgment25%Ability to prioritize stories with ethical and audience relevance under pressure.
Fact-Checking and Accuracy20%Ensures factual integrity and consistency across content formats.
Multi-Platform Storytelling18%Adaptation of content styles to suit digital and print platforms.
Sourcing and Ethics15%Maintains high ethical standards in sourcing and reporting.
Deadline Management10%Calm execution of tasks under tight deadlines.
Communication7%Clarity in mentoring and conveying editorial decisions.
Blueprint Question Depth5%Coverage of structured deep-dive questions (auto-added)

Default rubric: Communication, Relevance, Technical Knowledge, Problem-Solving, Role Fit, Confidence, Behavioral Fit, Completeness. Auto-adds Language Proficiency and Blueprint Question Depth dimensions when configured.

Interview Settings

Configure duration, language, tone, and additional instructions.

Duration

45 min

Language

English

Template

Editorial Judgment Screen

Video

Enabled

Language Proficiency Assessment

Englishminimum level: C1 (CEFR)3 questions

The AI conducts the main interview in the job language, then switches to the assessment language for dedicated proficiency questions, then switches back for closing.

Tone / Personality

Professional yet approachable. Emphasize clarity in editorial decisions and push for specifics in sourcing practices.

Adjusts the AI's speaking style but never overrides fairness and neutrality rules.

Company Instructions

We are a national media company with a focus on cross-platform content. Emphasize adaptability and style consistency across digital and print formats.

Injected into the AI's context so it can reference your company naturally and tailor questions to your environment.

Evaluation Notes

Prioritize candidates who demonstrate strong editorial judgment and adaptability across platforms.

Passed to the scoring engine as additional context when generating scores. Influences how the AI weighs evidence.

Banned Topics / Compliance

Do not discuss salary, equity, or compensation. Do not ask about other companies the candidate is interviewing with. Avoid discussing political affiliations.

The AI already avoids illegal/discriminatory questions by default. Use this for company-specific restrictions.

Sample Copy Editor Screening Report

This is what the hiring team receives after a candidate completes the AI interview — a detailed evaluation with scores, evidence, and recommendations.

Sample AI Screening Report

James Robinson

84/100Yes

Confidence: 89%

Recommendation Rationale

James excels in news judgment and sourcing ethics with a solid record of accuracy in fact-checking. Multi-platform storytelling is a development area, as he defaults to print-first approaches. Recommend advancing with focus on digital storytelling techniques.

Summary

James demonstrates strong editorial judgment and sourcing ethics, effectively prioritizing stories under tight deadlines. Fact-checking is meticulous, though multi-platform storytelling skills need enhancement, particularly in adapting content for digital formats.

Knockout Criteria

Professional ExperiencePassed

Has 8 years of relevant experience, exceeding the 5-year requirement.

AvailabilityPassed

Available to start within 4 weeks, meeting the timeline.

Must-Have Competencies

Editorial JudgmentPassed
90%

Strong prioritization skills with clear impact assessment.

Accuracy and Fact-CheckingPassed
85%

Thorough verification processes using multiple sources.

Multi-Platform AdaptationPassed
80%

Good print skills; digital adaptation needs improvement.

Scoring Dimensions

Editorial Judgmentstrong
9/10 w:0.25

Prioritizes high-impact stories under tight deadlines with clear rationale.

I prioritize stories using a matrix of audience impact and timeliness, ensuring top stories lead on all channels.

Fact-Checking and Accuracystrong
8/10 w:0.20

Demonstrated thorough fact-checking processes across multiple stories.

I use Factiva for source verification and cross-reference claims with at least three independent sources before publication.

Multi-Platform Storytellingmoderate
7/10 w:0.25

Good in print storytelling; needs growth in digital adaptations.

I often restructure print articles for digital, but need to better integrate multimedia elements for online audiences.

Sourcing and Ethicsstrong
9/10 w:0.15

Adheres to ethical standards with robust multi-source verification.

For sensitive stories, I confirm with at least two on-record sources and consult our legal team when needed.

Deadline Managementstrong
8/10 w:0.15

Consistently meets tight deadlines with effective prioritization.

In our weekly cycle, I manage 10+ stories, ensuring each meets the deadline without compromising quality or accuracy.

Blueprint Question Coverage

B1. How do you prioritize stories for a multi-platform release?

impact assessmentaudience segmentationtimelinessmultimedia integration

+ Uses audience metrics for prioritization

+ Balances timeliness with story depth

- Needs stronger focus on multimedia elements

B2. Explain your approach to maintaining style consistency across formats.

style guideseditorial reviewcross-format adaptationtraining freelance editors

+ Adheres to AP Stylebook for consistency

+ Conducts regular editorial reviews

- Limited training of freelance editors

Language Assessment

English: assessed at C1 (required: C1)

Interview Coverage

85%

Overall

4/4

Custom Questions

88%

Blueprint Qs

3/3

Competencies

5/5

Required Skills

3/3

Preferred Skills

100%

Language

Coverage gaps:

Digital-first storytellingMultimedia integrationMentoring freelance editors

Strengths

  • Strong news judgment under tight deadlines
  • Robust fact-checking processes with multi-source verification
  • Ethical sourcing practices with legal consultation
  • Effective use of style guides for consistency

Risks

  • Defaults to print-first storytelling
  • Limited digital-first content adaptation
  • Needs development in multimedia integration

Notable Quotes

I prioritize stories using a matrix of audience impact and timeliness.
I use Factiva for source verification and cross-reference with at least three independent sources.
In our weekly cycle, I manage 10+ stories, ensuring each meets the deadline.

Interview Transcript (excerpt)

AI Interviewer

Hi James, I'm Alex, your AI interviewer for the Senior Copy Editor position. Let's discuss your experience with multi-platform editorial strategies. Ready to start?

Candidate

Absolutely, Alex. I've been working in editorial for 8 years, focusing on print and digital adaptations for a national magazine.

AI Interviewer

Great. How do you prioritize stories for a multi-platform release, considering different audience needs and formats?

Candidate

I use audience metrics and a priority matrix to assess impact and timeliness, ensuring key stories lead across all channels.

AI Interviewer

Interesting approach. How do you maintain style consistency across different formats like print, digital, and audio?

Candidate

I adhere to the AP Stylebook, conduct regular reviews, and use Textio to ensure tone consistency across formats.

... full transcript available in the report

Suggested Next Step

Advance James to the next round, emphasizing digital storytelling techniques. A practical exercise on adapting print content for digital-first platforms could address his current gap in multi-platform storytelling.

FAQ: Hiring Copy Editors with AI Screening

What topics does the AI screening interview cover for copy editors?
The AI evaluates news judgment, sourcing and ethics, fact-checking and accuracy, and multi-platform storytelling. You can configure the depth of each topic during job setup, allowing the AI to tailor follow-up questions based on candidate responses.
Can the AI detect if a candidate is using pre-prepared answers?
Yes. The AI uses adaptive questioning to challenge candidates on real-world scenarios. If a candidate gives a generic answer on sourcing ethics, the AI will probe further for specific examples and decision-making processes.
How long does a copy editor screening interview take?
Interviews typically last 20-45 minutes, contingent on your setup. You control the number of topics and the depth of follow-ups. For more details, see our AI Screenr pricing page.
How does AI Screenr ensure accuracy in assessing news judgment?
AI Screenr uses a structured rubric to evaluate candidates' news judgment decisions, considering their ability to prioritize stories under deadline and adapt to multi-platform needs.
How does AI Screenr handle different language requirements for copy editors?
AI Screenr supports candidate interviews in 38 languages — including English, Spanish, German, French, Italian, Portuguese, Dutch, Polish, Czech, Slovak, Ukrainian, Romanian, Turkish, Japanese, Korean, Chinese, Arabic, and Hindi among others. You configure the interview language per role, so copy editors are interviewed in the language best suited to your candidate pool. Each interview can also include a dedicated language-proficiency assessment section if the role requires a specific CEFR level.
What measures does AI Screenr take to verify a candidate's fact-checking skills?
The AI assesses candidates on their ability to verify multiple sources and accuracy at every stage. It presents scenarios requiring cross-verification, challenging candidates to demonstrate their fact-checking discipline.
Can the AI differentiate between senior and junior copy editor roles?
Yes. The AI adapts its questioning depth and complexity based on the role's seniority, focusing on advanced skills like mentoring and style consistency for senior positions.
How does AI Screenr integrate with our existing hiring workflow?
AI Screenr seamlessly integrates into your hiring process. For detailed integration steps, visit our screening workflow.
How is the candidate scoring structured?
Candidates receive a composite score from 0-100, weighted according to your configuration, alongside structured rubric dimensions and a hiring recommendation (Strong Yes / Yes / Maybe / No).
What makes AI Screenr preferable to traditional screening methods?
AI Screenr offers asynchronous interviews, allowing candidates to complete them at their convenience. This flexibility, combined with adaptive questioning and multi-language support, provides a more comprehensive assessment than traditional methods.

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