Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:47:47.919152Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2508.11678.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:47:47.919152Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0bb64ab6-c08b-402f-b043-0adae2bd1348 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Insights about large-scale online peer assessment from an analysis of an astronomy MOOC,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d064969-a296-409b-9fca-0d32319357f2 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Validity of peer grading using calibrated peer review in a guided-inquiry, conceptual physics course,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f0bbc326-b4c4-4a4f-8d63-381deace2b24 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Auto grouping and peer grading system in massive open online course (mooc),
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f1789e8-d56f-4151-9cd5-fb056859cfad · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Feed-forward assessment, exemplars and peer marking: evidence of efficacy,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a41655d8-be21-4ff8-9721-c5293843ae29 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving peer assessment with graph neural networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 08193e24-20de-4a56-8188-e56e9339ff7e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Machine and social intelligent peer-assessment systems for assessing large student populations in massive open online education,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0670202e-9704-4e61-a004-1d9c306b8c66 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving peer grading reliability with graph mining techniques,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f44aeacd-97a3-40eb-8e1b-d6b3eddd2310 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f26c826-5c07-41ce-aa99-bde3e33a91da · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving es- say peer grading accuracy in massive open online courses using personalized weights from student’s engagement and performance,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4f592031-878a-42ab-a282-8ee356ac0a4e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers The PeerRank Method for Peer Assessment
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0ec3c9fc-fff1-4904-acc0-54531c63e98e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer assessment in moocs: Systematic literature review,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 83166cfa-93d4-4540-bdc6-d890ffb409d2 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Systematic Review of Approaches to Improve Peer Assessment at Scale
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2b3bb3fd-aa06-4d32-b7cb-9c295849f875 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers An empirical review of anonymity effects in peer assessment, peer feedback, peer review, peer evaluation and peer grading,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dd795c70-c418-41db-9fe7-7fda44435af2 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Declaración prisma 2020: una guía actualizada para la publicación de revisiones sistemáticas,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f1cc3da1-a771-4f1a-b31a-7a7f810c4547 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers The measurement of observer agreement for cate- gorical data,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 81f88205-2a45-420b-ab7a-e288e0b90bc9 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Flipped small group classes and peer marking: incen- tives, student participation and performance in a quasi-experimental approach,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0b9ce784-bdb3-45e8-bcdb-4a4882150c35 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Simulating massive open on-line courses dy- namics,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 29a97271-f1bf-4628-8180-49f1189999ac · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Removing bias and incentivizing precision in peer-grading,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 794565ca-9efe-4933-8b57-903fc2c7ef51 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Grading the graders: Motivating peer graders in a mooc,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b7f83327-df35-47df-b8ca-f954c7e456e3 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Onthevalidityofpeergradingandacloudteaching assistant system,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a013974a-7319-46ab-9b7c-5d64c718df95 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer assessment in moocs based on learners’ profiles clustering,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ab5f52da-4524-4b40-a2b4-ad9bf94e9c60 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Scaling up data science course projects: A case study,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cd03024e-a8eb-4860-b302-69e676c1f81f · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Mechanical ta: Partially auto- mated high-stakes peer grading,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 054b7453-25e2-46f0-a690-377414f2f267 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving feedback and discussion in mooc peer assessement using introduced peers,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4ad93ab1-504d-47b8-9de9-c12e2d8bca82 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Collaborative calibrated peer assessment in massive open online courses,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aac98100-379c-43c7-aff4-f6aa3768bed8 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Non-calibrated peer assessment: An effective assess- ment method for student creative works,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a1f91d36-3df3-43bd-bb9a-033d38d33e0f · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers A blockchain approach to academic assessment,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2809681e-f0de-4d7a-8158-8b48832dec1e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Identifying items for moderation in a peer assessment framework,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 83748827-63df-49e0-a83f-5aa3621df545 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers How tool support and peer scoring improved our stu- dents’ attitudes toward peer reviews,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a153bb00-cf94-4fc2-81f0-fc7a5e33d1c0 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Adaptive peer grading and formative assessment,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10234c18-2070-45a0-97e0-4b3af8c7fe52 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Practical methods for semi-automated peer grading in a classroom setting,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e95ad149-368c-464e-817f-b2e27d10d587 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers How learning analytics can help orchestration of formative assessment? data-driven recommen- dations for technology- enhanced learning,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bec98ef9-2533-4873-9a25-a682a4f0fce9 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Crowdgrader: a tool for crowdsourcing the eval- uation of homework assignments,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7dd8d267-7e9d-4dde-a281-c21ed4d0077e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving the peer as- sessment experience on mooc platforms,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69096759-08c7-483e-badb-b22f04083f4b · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Automatedgradingforadvancedtopicscourses,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation be08acf6-bf3f-4c09-8293-c6e7a8e8f4ad · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Learneval peer assessment platform: Iterative devel- opment process and evaluation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5c7d25a5-7338-461d-b875-f06bed8c7c56 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Trust-aware peer assessment using multi-armed banditalgorithms,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 50ec7c8a-03b7-46b7-9bac-466e018d4ab2 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Open, collaborative, and ai-augmented peer assessment: Student participation, performance, and perceptions,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 66709cb7-2b44-4105-bc94-00680eef028e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Mechanical ta 2: Peer grading with ta and algorithmic support,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a9b6e644-023a-4172-8008-6819e59711e8 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers How effective can simple ordinal peer grading be?
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b7ca6524-6982-4e6d-b3f7-1c8def1ad2ee · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Aggregating partial rankings with applications to peer grading in massive online open courses
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aacb0d03-3ef7-4f9c-8c1e-7a1e608f03bd · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Better peer grading through bayesian inference,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f8cb08bd-a0d9-4894-840a-09b17144dd70 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer and self assessment in massive online classes,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1dec2439-efb2-481d-b440-372ca9803141 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer-marking and peer-feedback for coding exercises,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5ba20d5d-dbbe-4ebe-8e6e-95d0d9003e67 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Probabilistic graphical models for boosting cardinal and ordinal peer grading in moocs,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dd2bc019-5ba0-4936-944e-896541b4333b · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Rankwithta: A robust and accurate peer grading mechanism for moocs,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 946e3f28-5c89-4851-95a4-0f794e475d35 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Supporting peer assessment in education with conver- sational agents,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a30a336d-94b4-48c6-acf2-36a068bfa072 · outbound
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8ab99f16-eb6e-43c0-85a9-392a4f1f013e · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Leveraging social connections to improve peer assessment in moocs,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24306bff-6523-4fe7-8ba4-e0feb904f14a · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Appropriate number of raters for irt based peer assessment evaluation of programming skills,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 50387c0d-0f97-4404-b582-9c57c15f49b3 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Methods for ordinal peer grading,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5b1988fa-5364-4183-837a-c4b104dfcbd4 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Online peer marking with aggrega- tion functions,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7fa37285-1ee6-4736-8c27-0cc74fa337f8 · outbound
Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers A dynamic review allocation approach for peer assess- ment in technology enhanced learning,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.