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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.458178Z digest=sha256:3939ad61e4aa7bd0654c95ab57d3372ebbfad777e25098ed588c7e884917a26e

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.508196Z digest=sha256:87ccf7a2fa95f452ad953af6694047e593a0edebf6c290ced5dc8c98943d8cb6

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.615269Z digest=sha256:cb3b1d464b31409b0e40073c1cc78d5d3697f1e73213d8d6a5278db65c369d88

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.742090Z digest=sha256:7ee127ff1b9682e4b532872c4b4ba3b7b7da52eaa7218a648667a3aa0ad873d5

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.857456Z digest=sha256:e41bf1ddb3cd2a9307a59cea228e4a940f7619a3aec556f569fbc9846c41783a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:03.947184Z digest=sha256:5f79ebc42714e909673cc0f0fd4c0685c742ba0a0f03a82196eeb689121b3658

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=sha256:24108e65aea711f6c93be6ffd8b10bd3279ec187a24bcdeaed9eb71403183595

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.084238Z digest=sha256:196c006f13fe18bfb6056de2c09e4b3712bfeb4a4b04738bc7dac8bfb853b6fb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.184945Z digest=sha256:9f79a03bb3c1bf5fda6bfe0926fc91d7482f805d47f650096e6ea5824433c3d2

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=sha256:75b7cf9b9e8123b85bbaefbaf4ae7728440bbacad95392437579ebce6eb8507a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.405438Z digest=sha256:878f1b96947d9acc6d7b1eb2cba9464df36dcd5b7eee553c3b9872fde02fcb45

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.533938Z digest=sha256:69c2424fb7b638fbf740ce07f9b1937c43361adc2597c4288dde8a38cd401787

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.658647Z digest=sha256:72f1625d146b38e5aa6c0d732b419a6b7ba896ec248ccd1c8cf5c1739497f92e

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:e6c9a6f90ebc774a6c020dfa1151da1199d1d3baffd026c9337044fa9f55c439

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:04.850180Z digest=sha256:c65b3587abd22fb49915d8ab16b5174a7035877a84737cbc5792b5cf23f6d8f7

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:b14433c18ad928c377159fa2da45cef7f5d8bb157586689268c6d5259093e89d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.042930Z digest=sha256:5a48425d6a707cfe07aff6abd3db11d5ce83f598c94b4d5814916c385aa549d9

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.116864Z digest=sha256:4941bfaa5610b1177f07f5f90594d323dbc681b8c47c73d5bb5fab9c36fe20c3

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.224775Z digest=sha256:e6f5c03320b8f2008d614416d92e6c92b43e90e5b117e778cc61b508e06a5924

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.333154Z digest=sha256:9705920d688aba47456cc68971a53dfd5ffc23c496eb4478892eae141b25086a

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:df1ba359c3994683aeff49d80a1817a6fb374214c4d0511481212b4ef877cb0e

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=sha256:754a2d9db9db10494244006487c609b49cfd5b4c4d25bfa1255f6000adb5ff66

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.614593Z digest=sha256:ae650d1e6c19d69aeeb2d422ed98d6f4e5aa7da5a29b1bdc3a485342c80957df

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.674018Z digest=sha256:9b3ea1c9f5e0b6d0b06f28dd5eed654f4b06b7c93602b7f1bbf8435976111683

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:f761531027dc1124693ada17b291fa1ac3e263a7ab50131e0667fff742247432

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.880785Z digest=sha256:4d0c43ae7081175713d9d2ea74cbcb3f38507f01dd3b4a54014001a41c5dca55

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:05.927154Z digest=sha256:37bfb5c660bebc04078863807adc1b4e2b91e42342a65dddf8edde376134760b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.025015Z digest=sha256:09ad2dda3dbf463a1c641bbd2ecaafcf3cfb8c472a9e92e91f4d9de6bcb354b0

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.161125Z digest=sha256:83531fe1ea9341f3f924771bed4bcc030cdf7951af6aadb563fd730f929087bc

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.327913Z digest=sha256:54c141a5dad81cb6d00abc4a7c6e6f662de65b5d4b8970e82bab33041b149cbb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.463543Z digest=sha256:1d01e2ec7fa88ae3149b3453e579b7498de21f88e52117781ea6dd0857a44968

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=sha256:32b956a81f2c5aa35d03bd806655d1210aed06922fff7daecf39007ebf6621cd

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.793163Z digest=sha256:b3090b9ee770014a5c4e9d294f6f189183c3cfb07a6c78b00d261d2867a9b0f4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:06.950900Z digest=sha256:c46a64b48efa4229ce61ea7b38b2354b37092be7ba3839ba065a4b4f9a30b2b5

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.121832Z digest=sha256:1fd0d2ab15d24d374b1784f6ef97949d0a547157a98ec4b07e0a2519f86da142

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.277860Z digest=sha256:6446a6aa16446a3cbbcc1bc1047408b368420f8d823bcb2ce3230ca47a15a671

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.406128Z digest=sha256:6029ffb8946f106fca976ae07ccc9df9107159e9f844d9e06e41c8d90a41fc87

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.535531Z digest=sha256:d5bb29220fadf383041bf7112c3a15aa8d3117395747164d4361a15f74841b75

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=sha256:8bafcd0ef37b4434ae6acd5cd8cd5188272e6017c7bf930a35544795ebada1a8

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.830374Z digest=sha256:0d13ad3c5914853458a67447f614e8f8fb5b965297b9a294376693156b2eb9c1

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:07.994071Z digest=sha256:464bd0d82a5151f39d867d21d18fa5c8fb1e1e13f847824e843e9e6671e57237

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:08.180281Z digest=sha256:eb01b6e97a1d1fdb90885cd4d1c31796545ab97b43c4ee5602c4b09b67465d52

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:08.309242Z digest=sha256:015ed0c07ff8b0080372d847af1a8540012f8dc0162fab7494378a7f9641b2e8

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:d1f214a661bf00fa4bf41e57664610fdca5ad6db42eef6ac095c2c111b919b7a

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:ec53068b44a92be15fd0a260a0d8cd43dce947329a92aa117269bf8fc4291a76

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:b975663a267a22f74131b71acc3d68d4c4708fce316423750601b8357ea84728

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=sha256:571e1c9893fbbc199c09d8910dfb311cc12df298ed7ab5887631446f3e0aa935

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:37:08.618026Z digest=sha256:d6783d9225442d814146b4007e0ec7a46cc9934fc4cc42d90e36dc2b5ca7e2ec

Pith citing papers

No inbound Pith citation observations are available.