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Paper Citation Record · LEDGER

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities

As of 22 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2508.14377.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.14377 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:37:08.618026Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy34
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f20d4cf-de3b-4401-9eed-8638de12a558 · outbound

This paper cites Chatgpt promises and challenges in education: Computational and ethical perspectives.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Chatgpt promises and challenges in education: Computational and ethical perspectives

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.096526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.458178Z digest=sha256:9249f7df962b78f86a0234d468f62077aaebad516c7313fc6f4d3c741ae18523

Observation 4e0fd067-50b9-427c-bd42-f362e56aae6c · outbound

This paper cites Exceptions, instantiations, and overgeneralization: Insights into how language models process generics.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Exceptions, instantiations, and overgeneralization: Insights into how language models process generics

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.087563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.508196Z digest=sha256:592d78db3c7b3a23a9b5d62c8b5b0fd14897edfef8b22e34a3ee366438b17924

Observation 58958776-c477-425a-a4f6-974b8f31cb34 · outbound

This paper cites Learn with me—let us boost personalized learning in k-12 math education! Education Sciences , 14(7):773, 2024.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Learn with me—let us boost personalized learning in k-12 math education! Education Sciences , 14(7):773, 2024

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.078285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.615269Z digest=sha256:2256a589e61bb03a719f589fe27c45b187ee22d806f1d2e84a9356b2f8ec9a71

Observation c2319673-d305-4320-ba4a-927d9603d5e2 · outbound

This paper cites Introducing claude.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Introducing claude

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.069364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.742090Z digest=sha256:10166f7c467afb4c5a56448069ddcc3cae645efb653fd4c34eb0f199e8b2fa3e

Observation e00196e2-bcef-4d9f-a5c8-821d04d7b21e · outbound

This paper cites The potential of deep learning in improving k-12 students' writing skills: A systematic review.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities The potential of deep learning in improving k-12 students' writing skills: A systematic review

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.060094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.857456Z digest=sha256:0209c02ec4bf258341d409703d32118a1af87a163e14871807a6ed67122711df

Observation 9f2bb252-bd78-4528-88bf-ddd6346ff216 · outbound

This paper cites The belebele benchmark: a parallel reading comprehension dataset in 122 language variants.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities The belebele benchmark: a parallel reading comprehension dataset in 122 language variants

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.050660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.947184Z digest=sha256:ea31d13f2f91cec389761b03a73d86deb48a5542fd4dee4795d217ba5211bc3a

Observation ff16cac2-9734-4c4e-8e08-c1a86af251ee · outbound

This paper cites Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:04.011250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:04.011250Z digest=sha256:8ff9bdbe50ac14391c9cc5ed38ea61a8f9ff04e263a5eda84dc45a59bc18cfa4

Observation f5ae6433-6923-4953-9733-7e873a3a4c02 · outbound

This paper cites Prediction as a basis for skilled reading: Insights from modern language models.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Prediction as a basis for skilled reading: Insights from modern language models

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.041248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.084238Z digest=sha256:b360fc626a47ef95c110671198b8e6ec70f1445f1c5ce9fb64d965207d7ed769

Observation 1928686d-1f4f-4479-bd9d-7e71b2edee53 · outbound

This paper cites Adapting educational practices for generation z: integrating metacognitive strategies and artificial intelligence.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Adapting educational practices for generation z: integrating metacognitive strategies and artificial intelligence

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.032114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.184945Z digest=sha256:955029dbd507cf86b0a1119598a744740f2c6eeb54c8df9f3b3f25ca160482f6

Observation 408422f2-8f3d-4023-801e-a6693e7b13e8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Evaluating Large Language Models Trained on Code

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:04.291749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:04.291749Z digest=sha256:a98dec24ac4869caa2085ee9ed0272ff91d887d44cffc59416f4faef2637e62c

Observation c816c0a3-3d66-436b-86b6-d6380a1dd4a4 · outbound

This paper cites Predicting reading difficulty with statistical language models.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Predicting reading difficulty with statistical language models

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.023125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.405438Z digest=sha256:b0ef6cc71b3c3558b0e7dfcb516383ffe6b7367a275583d09223a3a88dc463d4

Observation d3927de0-c825-49fc-a1be-0c50429c755d · outbound

This paper cites Assessing text readability using cognitively based indices.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Assessing text readability using cognitively based indices

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.013321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.533938Z digest=sha256:636fc18314cbe71acbd64e9ad91136101d556d2299a87dfacfa34915fa3980f1

Observation 687f9fe5-e7aa-4744-8a10-ca772afacd83 · outbound

This paper cites Moving beyond classic readability formulas: New methods and new models.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Moving beyond classic readability formulas: New methods and new models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:09.002661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.658647Z digest=sha256:408d6a5944eca2a2cb5ef24878b0e69c76cf7dd60af63aaf3743562abd301df8

Observation 6b028435-f002-4676-b80c-d2aa635eeb9a · outbound

This paper cites DeepSeek-V3 Technical Report.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities DeepSeek-V3 Technical Report

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:04.783903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:04.783903Z digest=sha256:20aeb27906da39850522351a28f19445ecd1c2147b7a0555acbaea0e8987d286

Observation 8a7c73f9-61d8-458a-8ab4-05cc9d164f87 · outbound

This paper cites Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:37:08.729773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.850180Z digest=sha256:cf414a451d5c52890e13b67d80c57e49a564473743d535ce0ad290cd54ff1738

Observation 9dd5f5fa-5d01-4be9-a4a9-67c30ad57ebd · outbound

This paper cites Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:04.979654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:04.979654Z digest=sha256:87ef83a7349542dd2960f580c642dfb011683d2a7fd7d5f70f612bf860a4b245

Observation f73cb15f-c551-4285-a712-b5da76ff33c3 · outbound

This paper cites The role of C hat GPT in chinese reading education for chinese as a heritage language (chl) learners.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities The role of C hat GPT in chinese reading education for chinese as a heritage language (chl) learners

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.993962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.042930Z digest=sha256:46a7df7618bba946d90f4cdb9b9a077b9531c78d6d62d63572e9c27268c30538

Observation 7edc7fc7-a15d-42da-ba93-62c042de164e · outbound

This paper cites From virtual assistant to writing mentor: Exploring the impact of a chatgpt-based writing instruction protocol on efl teachers’ self-efficacy and learners’ writing skill.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities From virtual assistant to writing mentor: Exploring the impact of a chatgpt-based writing instruction protocol on efl teachers’ self-efficacy and learners’ writing skill

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.984762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.116864Z digest=sha256:b67917a4a307e4bfa980e60597f35e466b43fa9423ebfb47ac29c89d9bc5cda6

Observation 9ca9e01d-03f5-4758-b161-40688137c184 · outbound

This paper cites The flores-101 evaluation benchmark for low-resource and multilingual machine translation.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities The flores-101 evaluation benchmark for low-resource and multilingual machine translation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.975126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.224775Z digest=sha256:373fabf9d2d97322cd5473e75b8bf786ad62b24cd514fb59ceeca4e7e781c66c

Observation 5f02c589-b356-4f07-9388-5ead747db80f · outbound

This paper cites Nastase, Zaid Zada, and Ping Li.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Nastase, Zaid Zada, and Ping Li

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.966209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.333154Z digest=sha256:5a65eb579d510382564eea25c6a0692aeb9200d011d2eb70cdb41990cb6e4d97

Observation 268205ff-bca5-45e6-b725-b8624af22dc8 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Measuring Massive Multitask Language Understanding

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:05.427687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:05.427687Z digest=sha256:b7fc502a5fb97dde14345253e040d8fc20b7daefadc167d66db37d4733804185

Observation e0de3348-5ed5-4b77-9b31-f15d4b791494 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:05.513495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:05.513495Z digest=sha256:093e1646ffc2e41387c772de2abac65a283341c8acca2a7afe54d7aade8744ef

Observation 024d0119-c82d-4bf4-acfe-7486ef15530f · outbound

This paper cites McNamara.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities McNamara

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.951034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.614593Z digest=sha256:b8ce1aaa2a83d00b51a03af747a425d76cfa9c6b09a97912c7376e7ee3a06de9

Observation 740e9498-0a87-44c5-971c-e332ddc4de1a · outbound

This paper cites A study on the utilization of openai chatgpt as a second language learning tool.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities A study on the utilization of openai chatgpt as a second language learning tool

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.941380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.674018Z digest=sha256:ffb9639f195437a9fade108849aaf7ed25969fc10951b79b12e13a7c5ee63dac

Observation 1ed5300a-4427-4754-a910-044bca65381a · outbound

This paper cites Towards general text embeddings with multi-stage contrastive learning, 2023.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Towards general text embeddings with multi-stage contrastive learning, 2023

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:05.782593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:05.782593Z digest=sha256:d16c3696b52da3c2d006b6569ed68a5f5e059103baa06aa4b329be440c1f09a5

Observation d679f869-a2e2-4ae5-a14b-5d24c8e36419 · outbound

This paper cites Language models outperform cloze predictability in a cognitive model of reading.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Language models outperform cloze predictability in a cognitive model of reading

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.925850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.880785Z digest=sha256:f61abb734fa66aba152b274c954cd483243c433a7aee5a33d0dc2bd18b484813

Observation 0ffaa454-3bba-42be-a09b-34cc331abae8 · outbound

This paper cites Lui and Sarah M.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Lui and Sarah M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.916561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.927154Z digest=sha256:b2df6f4c872a2b5e8fbffe0c1da3a7edf590837bbbcc8577656568502d54f4fb

Observation 6b4c7d61-8c3f-4bee-9725-f529a9c92194 · outbound

This paper cites Chinese curriculum standards for compulsory education, 2022.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Chinese curriculum standards for compulsory education, 2022

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.907707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.025015Z digest=sha256:bd27fe81f393cc167388712198f266785d43bcd522d8cb54dd52c34f1909f740

Observation 5d658533-36ef-4acc-b452-95f5697d1ede · outbound

This paper cites Mathematics curriculum standards for compulsory education, 2022.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Mathematics curriculum standards for compulsory education, 2022

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.897563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.161125Z digest=sha256:abe003f69f3a816ab418fedeb9498672c6faae07334720e75de414080c1d0853

Observation 0d1d489c-2e0c-49a7-b68b-e3cbfb81e5b2 · outbound

This paper cites Exploring the feasibility and efficacy of chatgpt3 for personalized feedback in teaching.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Exploring the feasibility and efficacy of chatgpt3 for personalized feedback in teaching

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.887798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.327913Z digest=sha256:fa0dde98b4df145238c494677f72ddf8dc6eb77250a7657f50dd59bbbcef64bc

Observation 68878c3e-9006-439e-87c4-22537a119083 · outbound

This paper cites Efl teachers’ perspectives toward the use of chatgpt in writing classes: A case study at van lang university.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Efl teachers’ perspectives toward the use of chatgpt in writing classes: A case study at van lang university

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.878817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.463543Z digest=sha256:a8b5838fee8fbf0c9bf44fe56f25b3603efbb0a59c503b43870054a26df54deb

Observation a7f10a7d-93b2-4274-b6c5-b814d317968a · outbound

This paper cites GPT-4 Technical Report.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities GPT-4 Technical Report

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:06.619142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:06.619142Z digest=sha256:2382a774d559f09963c94b1459307b39f25e9a16fd537b0af3493ce4a7a313cb

Observation 38bd90cb-4526-4c2f-9868-15adf0ad105d · outbound

This paper cites A systematic review of artificial intelligence in mathematics education: The emergence of 4ir.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities A systematic review of artificial intelligence in mathematics education: The emergence of 4ir

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.869134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.793163Z digest=sha256:07723647d51266cf98615f1694293d4be82c08aeed1147aef6d9c062147556a0

Observation 0fc0581e-0d41-465e-bcb5-c70c7a7a0b5d · outbound

This paper cites Lopes Rego, Joshua Snell, and Martijn Meeter.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Lopes Rego, Joshua Snell, and Martijn Meeter

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.859595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.950900Z digest=sha256:bbe3ae523fcbedf3518631e9d970eb60d65e01638a34058192316af5a0e4df66

Observation 3ebf5f4b-705a-4bf4-bb2f-0dd466c8042d · outbound

This paper cites High-performance automated abstract screening with large language model ensembles.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities High-performance automated abstract screening with large language model ensembles

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.849925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.121832Z digest=sha256:44736245899b8841197066eef16e98c1e3b5d567022e15b8c0c4d950cc4771c8

Observation 51595152-a378-4706-a569-bc7fa5ff3cb4 · outbound

This paper cites Christina Schneider and Pamela Gowan.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Christina Schneider and Pamela Gowan

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.839882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.277860Z digest=sha256:91810e356814e2467436af96941f72251686360026f81631142b85f08d9c9e93

Observation 2086c7c0-3dc1-41c6-bef1-ccd2a71bd884 · outbound

This paper cites Personalized learning through ai: Pedagogical approaches and critical insights.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Personalized learning through ai: Pedagogical approaches and critical insights

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.829833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.406128Z digest=sha256:f20ac19c8dc6f40a099d4d8142cae76b9b2b8ebcf27a60561c069bd0dc200498

Observation 89e00cea-eb78-4f97-b0b9-93b1126e2996 · outbound

This paper cites Mind in society: Development of higher psychological processes.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Mind in society: Development of higher psychological processes

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.820910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.535531Z digest=sha256:b13052f9e8096ff3e98041e2e8c150fdd802865eed9b24c1bce2c3839141431c

Observation f9a06209-7338-4a29-80d1-b04f94f050a3 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Large Language Models for Education: A Survey and Outlook

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:07.710276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:07.710276Z digest=sha256:0bff981178bb8fe0d65730e6538163ccf30b59d7bf89de769036151f4ea25e3c

Observation 7ff366be-4d1c-44a9-9462-3bd6b2595f56 · outbound

This paper cites Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Mmlu-pro: A more robust and challenging multi-task language understanding benchmark

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.811129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.830374Z digest=sha256:8dc4233d08242258021bca9e1a31791634d0a11700d366d7f2d5fdd50fb5aa72

Observation b9436cba-b2d6-4672-8a82-7169f9b1e568 · outbound

This paper cites Human-ai collaborative essay scoring: A dual-process framework with llms.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Human-ai collaborative essay scoring: A dual-process framework with llms

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.801766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.994071Z digest=sha256:97834cd05c7261126f0ca9a01011e56620bf5dc9b36010784c7668dc430de2f0

Observation 2d29e6cd-d7ad-4dad-aac1-7b0e0cab4a05 · outbound

This paper cites Evaluating reading comprehension exercises generated by LLM s: A showcase of C hat GPT in education applications.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Evaluating reading comprehension exercises generated by LLM s: A showcase of C hat GPT in education applications

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.792078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:08.180281Z digest=sha256:7c6392a6c2e9f793fb996a2bd832f6a4cb9013702a42e21e052f71cbc1bfdfa0

Observation eda58575-f2a6-40f8-b939-0252909527ae · outbound

This paper cites Exploring the landscape of generative ai (chatgpt)-powered writing instruction in english as a foreign language education: A scoping review.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Exploring the landscape of generative ai (chatgpt)-powered writing instruction in english as a foreign language education: A scoping review

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.782551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:08.309242Z digest=sha256:3b6c0f5c16e2357f4dda657326cd363dc3e00ab9fa0d3d68f88bd7971e3a93d0

Observation c3d1158e-d95c-4f48-812d-4e3202c345b8 · outbound

This paper cites Large Language Models for Education: A Survey.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Large Language Models for Education: A Survey

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:08.435245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:08.435245Z digest=sha256:231dbcfe76cbe0ae80fa5c540bf8775ed334cf2da381f1a28ec8789ad16746ff

Observation ed74c25e-f850-479b-a3eb-a6054015375a · outbound

This paper cites Scaling Evidence-based Instructional Design Expertise through Large Language Models.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Scaling Evidence-based Instructional Design Expertise through Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:08.517562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:08.517562Z digest=sha256:72781852e355a02b80aa142fcaeb3a7dfc4c95e544482ba687c511951100eb3e

Observation 3b6ed290-7d01-41e9-b716-49616f9832fc · outbound

This paper cites Qwen2.5 Technical Report.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Qwen2.5 Technical Report

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:08.603716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:08.603716Z digest=sha256:ad50974076cbd571ee2aab43755e0cb38bd617cab0f530891f26177d386d068b

Observation 60c11968-1110-49a0-a76f-dd9c5d6f1d6b · outbound

This paper cites EduPlanner: LLM-Based Multi-Agent Systems for Customized and Intelligent Instructional Design.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities EduPlanner: LLM-Based Multi-Agent Systems for Customized and Intelligent Instructional Design

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T18:37:08.614457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:37:08.614457Z digest=sha256:1ecc89d0f18eb261ad788140b7ddab7dc4247ae087524a04f4d72d4c1ebd3252

Observation 094f6f09-ca22-4698-a536-745ed8fb3416 · outbound

This paper cites Introduction.

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities Introduction

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:37:08.772247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T18:37:08.618026Z digest=sha256:5f8e22a4ef374f838431086658567adcfb49e66b023456dce6196e6d450e38e1

Pith citing papers

No inbound Pith citation observations are available.