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Peer and Ai Review + Reflection (Pairr): A Human-Centered Approach to Formative Assessment

https://doi.org/10.2139/ssrn.5066838
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34/34 checkable references clean · checked 2026-08-29

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

45 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 34 checked references that resolve
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Exploring Student-Writers’ Views on Replacing Teacher Feedback with Peer Feedback and Computer-Based Feedback
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Rethinking models of feedback for learning: the challenge of design
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Teaching with AI
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Assessing Our Assessments: A Collective Questioning of What Students Need-- And Get
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When artificial intelligence substitutes humans in higher education: the cost of loneliness, student success, and retention
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Generative AI in first-year writing: An early analysis of affordances, limitations, and a framework for the future
resolves10.1109/ICALT58122.2023.00100
Can Large Language Models Provide Feedback to Students? A Case Study on ChatGPT
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Response To Student Writing
resolves10.1177/016146811411601319
The Influence of Teacher and Peer Relationships on Students’ Classroom Engagement and Everyday Motivational Resilience
resolves10.1215/2834703X-11205147
Beyond Chatbot-K: On Large Language Models, “Generative AI,” and Rise of Chatbots—An Introduction
resolves10.1080/00461520.2018.1481406
A Revised Writer(s)-Within-Community Model of Writing
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Writing Technology
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Empirische Arbeit: Comparing Generative AI and Expert Feedback to Students’ Writing: Insights from Student Teachers
resolves10.1080/0309877X.2021.1950659
High-impact teaching practices foster a greater sense of belonging in the college classroom
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A Guide to Doing Statistics in Second Language Research Using SPSS and R
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To give is better than to receive: The benefits of peer review to the reviewer's own writing
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The effects of trained peer review on EFL students’ revision types and writing quality
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Effectiveness of automated writing evaluation systems in school settings: A systematic review of studies from 2000 to 2020
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Computer-Based Writing and Communication: Some Implications for Technical Communication Activities
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An Introduction to Logistic Regression Analysis and Reporting
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Implementing Automated Writing Evaluation in Different Instructional Contexts: A Mixed-Methods Study
resolves10.1016/j.compcom.2024.102834
Introduction: Composing with generative AI
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Teacher-written feedback in L2 writing education: Insights into student tensions and responses
resolves10.58680/ce19909609
Computer Conferences and Learning: Authority, Resistance, and Internally Persuasive Discourse
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Envisioning Information Access Systems: What Makes for Good Tools and a Healthy Web?
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The Platformization of Writing Instruction: Considering Educational Equity in New Learning Ecologies
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Automated Writing Assessment in the Classroom
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resolves10.2307/j.ctt4cgq0p.15
ALWAYS ALREADY:
resolves10.7330/9781607325161
A Rhetoric of Reflection
The 45 references without a DOI — listed, not checked
no DOI — not checkedTeachers' beliefs about the language of peer review: survey-based evidence
no DOI — not checkedref4
no DOI — not checkedref11
no DOI — not checkedUsing LLMs as Peer Reviewers for Revising Essays
no DOI — not checkedTruth telling: Critical Inquiries on LLMs and the corpus texts that train them
no DOI — not checkedref14
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no DOI — not checkedWorking paper 3: Building a culture for generative AI literacy in college language, literature, and writing
no DOI — not checkedref17
no DOI — not checkedref18
no DOI — not checkedinfer: An R package for tidyverse-friendly statistical inference
no DOI — not checkedImpact of AI assistance on student Peer and AI Review + Reflection (PAIRR) agency
no DOI — not checkedThreshold concepts in first-year composition
no DOI — not checkedBeyond knowledge and skills
no DOI — not checkedUses and Limitations of Automated Writing Evaluation Software
no DOI — not checkedSecond language writing online: An update
no DOI — not checkedref32
no DOI — not checkedUtility in a fallible tool: A multi-site case study of automated Peer and AI Review + Reflection (PAIRR) writing evaluation
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no DOI — not checkedAutomated Feedback Generation for Student Project Reports: A Data-Driven Approach
no DOI — not checkedref38
no DOI — not checkedGraduate students' use of ChatGPT for academic text revision: Behavioral, cognitive, and affective engagement
no DOI — not checkedWhat is AI literacy? Competencies and design considerations. Peer and AI Review + Reflection (PAIRR)
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no DOI — not checkedUsing LLMs to bring evidence-based feedback into the classroom: AI-generated feedback increases secondary students' text revision, motivation, and positive emotions
no DOI — not checkedref49
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no DOI — not checkedConceptualizing AI literacy: An exploratory Peer and AI Review + Reflection (PAIRR) review
no DOI — not checkedAll Writers Have More to Learn
no DOI — not checkedref55
no DOI — not checkedOpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic
no DOI — not checkedIs It O.K. to Be a Luddite?
no DOI — not checkedFeedback: Focusing attention on engagement
no DOI — not checkedR: A language and environment for statistical computing
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no DOI — not checkedAssessment in the age of artificial intelligence
no DOI — not checkedCan AI provide useful holistic essay scoring?
no DOI — not checkedWriting Task Force final report
no DOI — not checkedIntelligent enough? Artificial intelligence for online learners
no DOI — not checkedGenerative AI in computing education: Perspectives of students and instructors
no DOI — not checkedref78
no DOI — not checkedFostering student engagement with feedback: An integrated approach
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