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Paper Citation Record · LEDGER

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education

As of 10 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2608.04006.

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

pith.paper-citation-record.v1
2608.04006 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:17:25.752626Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

72 of 72 outbound references displayed

  • verified exact10
  • verified fuzzy4
  • unresolved50
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0b9b2bd-a355-4627-892c-193d3bc84468 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 1

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T04:17:28.074828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.519264Z digest=sha256:0a3735456b5664b07c5f287534fcd472aaa0648350320960cc95752815194618

Observation 4d0f3b01-e00d-490e-ba98-f3ffcc80bcca · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 2

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raw_fallback, observed 2026-08-05T04:17:28.228884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.523150Z digest=sha256:b87cbb216207192302cffe7d3d796fb41d9b012702fa4c32b0d5fe25a2fda20f

Observation f2b9a4be-81af-45a3-8a03-204ab8b41254 · outbound

This paper cites Boyatzis.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Boyatzis

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:17:28.218287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.527464Z digest=sha256:68cff3d36abf8281466594aadb26ba76d20cd56bc9405b5b05dd0aae1ef88135

Observation 32097df6-c747-4e76-b359-08ab98db3585 · outbound

This paper cites Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T04:17:25.530897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.530897Z digest=sha256:fb807f859a58f02cbeabc6451f723ea8ba98492b457ffffd7bdb5755a830bc03

Observation 82a8d80b-654f-4054-b132-d02a75a82079 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-05T04:17:25.534928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.534928Z digest=sha256:8d7684ba4c258021576bdb0af044239c01eca6fa2193923761ea4925733e6496

Observation 9cc9d71c-7904-408c-9dc9-8131e01e3bd7 · outbound

This paper cites Chall and Edgar Dale.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Chall and Edgar Dale

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:17:28.208419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.538821Z digest=sha256:f62b24d4f97910db785395618c28f1a1278317841efb7e818894c3a2328d19b3

Observation ed7805cb-c620-4390-a760-8c7e30277c70 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T04:17:27.913035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.542673Z digest=sha256:e073cafe77108878e3f2e33134e67baab5e38e4fffd0b757a377643a23a00ff7

Observation 2b123157-29b2-44f9-a0af-f96247549d68 · outbound

This paper cites Chatzimparmpas, R.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Chatzimparmpas, R

Reference 8

Resolution
verified exact
doi, observed 2026-08-05T04:17:25.951670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.545754Z digest=sha256:0803d37529d18a41262de307a8ed010b61158fa39d023c65d7091052a215da29

Observation 44736a45-114b-428b-b69e-c168714213d7 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 9

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unresolved
no resolver link, observed 2026-08-05T04:17:25.548811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.548811Z digest=sha256:8f64eb59155ae3d7f494fe769772ed48fe54cfea170ca8f5aa576ce97bf6b80a

Observation 75017310-8ab0-4f80-83fa-b50d5109df04 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 10

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unresolved
no resolver link, observed 2026-08-05T04:17:25.551817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.551817Z digest=sha256:e9971e0151bc7ed1bc80d75038eaf98422cb105af5d469341ac5085140765d3e

Observation 1d681a6a-416f-45e4-890a-4e5d1e6b3380 · outbound

This paper cites Choi, Scott Crossley, and Alex Endert.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Choi, Scott Crossley, and Alex Endert

Reference 11

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no resolver link, observed 2026-08-05T04:17:25.555266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.555266Z digest=sha256:2d862fdd9a48a71a7789bfcedd079758d14cd1c18c56b20a6907af1d59009661

Observation f2d4d483-0348-43b1-84d2-3327d3079cc9 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-05T04:17:25.558453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.558453Z digest=sha256:8a5d6273f41506c3e46480e2a296bb17f1d3a4cb1a35d272a9f01e7a658b341b

Observation d1c1f518-4932-401f-99a0-7798e34090d6 · outbound

This paper cites Cotton Debby R.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Cotton Debby R

Reference 13

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no resolver link, observed 2026-08-05T04:17:25.561351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.561351Z digest=sha256:a7fb808c3ec358a283ca21539c302a8c08cbb58e917a2f2e8cdf8190b7b07f6e

Observation 3df318eb-2d61-4e60-a484-cb8adb009796 · outbound

This paper cites 2018.Learning engineering for online education.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education 2018.Learning engineering for online education

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:17:28.197113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.564802Z digest=sha256:deab6308a65a5dd0c0ced860fc809208faf23143e5cd1a03b0d22b5b6f021c4d

Observation 88e3bec6-6de1-459e-be40-9024be83b130 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-05T04:17:25.567872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.567872Z digest=sha256:691d59e0263598a1c906c63b178f9ef59e6b73a92ff5837b96bd6a72284424c4

Observation 875ba092-bd60-42f2-8aed-9cd0d69437dd · outbound

This paper cites 2016.Fair Statistical Communication in HCI.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education 2016.Fair Statistical Communication in HCI

Reference 16

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no resolver link, observed 2026-08-05T04:17:25.571140Z

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source=pdf_text observed=2026-08-05T04:17:25.571140Z digest=sha256:d0ae6aa8f06570d8dd9770c43ff4f40dcb15766fc24ba4d3ce47ae4a98b4914d

Observation 4d493dbc-7d11-4cef-994a-1c6f21a323d4 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 17

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metadata mismatch
raw_fallback, observed 2026-08-05T04:17:27.480915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.574490Z digest=sha256:65b9e4bd163f55d41855e5e48d78a326d2e0db199c3fe443634db86c03886ea7

Observation db604a32-a62b-40a1-b3b4-f4af6ba6f987 · outbound

This paper cites Evans and William Revelle.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Evans and William Revelle

Reference 18

Resolution
verified exact
doi, observed 2026-08-05T04:17:25.928515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.577516Z digest=sha256:c351beda5057bf6eb61e3654d46c916c50ceefd3020b35c198ddbecd28bd1e82

Observation 7fa60858-f46d-4f6e-a58a-444fc4ec4b7a · outbound

This paper cites Niles, Ken Pathak, and Steven Sloan.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Niles, Ken Pathak, and Steven Sloan

Reference 19

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no resolver link, observed 2026-08-05T04:17:25.581303Z

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source=pdf_text observed=2026-08-05T04:17:25.581303Z digest=sha256:19ed40a176c0b38dae49a0c674071a736df85f5c3b890da590eee584efc60407

Observation 0194dd3a-c008-4134-8f36-85c1ac60bd80 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.584432Z digest=sha256:5d07e9546b051e1c10776ba9decb8418c05502658240dce44b49352450ca4f23

Observation 3d6b0fd6-fe6f-4b28-b6e7-b3b1a102469c · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 21

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unresolved
no resolver link, observed 2026-08-05T04:17:25.587689Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.587689Z digest=sha256:e0cd62f67840a4a821c9d7ec804c7573002fddc7376bab5c0ecdbe3ecb9fd9d3

Observation 14530e9f-7f29-450f-867d-276f75538ad0 · outbound

This paper cites Kummerfeld, and Elena L.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Kummerfeld, and Elena L

Reference 22

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no resolver link, observed 2026-08-05T04:17:25.590868Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.590868Z digest=sha256:ae279cc1f24d6a6f826b3038f9a2d2916f76485fc4db706c78002a6399156a86

Observation 227dfd76-7086-4a8d-96ff-839a9a16dfde · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.594050Z digest=sha256:68ed6d3c7f56bb4607fce3856ada6e20356021903ba0d3abdd4c9b7f8681a783

Observation 10cf6621-9f8b-49cd-bbe1-5ec9145fffe5 · outbound

This paper cites Silva, and Huamin Qu.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Silva, and Huamin Qu

Reference 24

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no resolver link, observed 2026-08-05T04:17:25.597174Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.597174Z digest=sha256:d78eda7015f4f2fb759f1c023e8d9ac436cd09dd6e6ab0193d94ded9bb0b6205

Observation 61f5b9b8-0773-4946-ae8f-a64bb72c34bc · outbound

This paper cites DeBERTa: Decoding-enhanced BERT with Disentangled Attention.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.600323Z digest=sha256:225725ecfff3443e3d48a5eeb3d32c8870afb3a26c6fe4357a232c677b9e667f

Observation c7cf5795-a515-4e8f-8049-6c58f13caecf · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.603718Z digest=sha256:9526901c6d32f8b4f7c22c549359fe681863833b29aa48c14d04791793fc64c6

Observation dd0c0db3-f9d6-4509-a8f4-626f270a60fb · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-05T04:17:25.607073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.607073Z digest=sha256:e25a58343e5f9fd9097c8250d488ae36daef671b1170bb2a5e147bb9eab51a3a

Observation d810c320-1f47-4856-99b8-af88a63b6530 · outbound

This paper cites Santos, Mercedes T.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Santos, Mercedes T

Reference 28

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no resolver link, observed 2026-08-05T04:17:25.610052Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.610052Z digest=sha256:d621d5e0ff93634cd42b07959b130fe763b8a5e99d31a1b7150be6a7313571df

Observation 8ce53605-0020-466e-8367-30852ece5706 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-05T04:17:25.888008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.613131Z digest=sha256:ed0e0c57ccfcfdea47042dd869bf1ea9e93adfab88d1a3465c7cc960caa7b873

Observation 54ae552b-709e-4e9c-bbe0-a78a496a6b71 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 30

Resolution
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raw_fallback, observed 2026-08-05T04:17:28.187022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.616232Z digest=sha256:90b37b4632dcf96bb150c31180c423e0603c785f3210facb8b4c4b976da3bd43

Observation b7b778fd-c711-4f94-ab89-10e78d300e0c · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-05T04:17:28.177327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.619280Z digest=sha256:fa122c151a42d956e6fd586eb3f5b6f2d4ddfd98cbd2396a58b254bce8424daa

Observation b8140797-550a-4407-a561-a57e2163dc1c · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 32

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verified exact
doi, observed 2026-08-05T04:17:25.878861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.622584Z digest=sha256:06788abe4c6d40cae0fdd53ebc25a0d238b0d67fab2f229d8c73f9e86867e2b0

Observation 8685f45a-b86a-4e56-9879-b5cb6a351f3a · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.625657Z digest=sha256:6dc5f2c40337fdfd4dea6173f3fb1e6932cc038f057a0ee5fce47d8c63033c97

Observation dd859138-2c75-4614-96ec-79f8d88f9e00 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-05T04:17:25.628744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.628744Z digest=sha256:5145a7067216f8ffce2086280897359c5d0edc3e2ed58e7c2fe53062786c58c9

Observation 69a063b8-78c0-48c8-9a8d-3028bee07b3d · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.631977Z digest=sha256:f5a320741baa2505c95cecc177eacd3d26d78e0bf494cff817b5290c1eb0f58c

Observation 8ce6bcf4-d65b-463f-830d-26da24cc49b3 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-05T04:17:25.634972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.634972Z digest=sha256:e85d67d1c9cc273d71d8800242dbcde390da324be61d2d7057c6e29169e353d3

Observation 2cad3874-0751-4c4c-bcb8-2d6aa1c9d444 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-05T04:17:25.869515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.637963Z digest=sha256:18f3041d0785c695c440e4ca869d62b33b12999f16078c6d2a01f52ed94cb635

Observation 35d8d073-4566-4d42-b0eb-4d3d0418c8be · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 38

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verified exact
doi, observed 2026-08-05T04:17:25.860212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 55e40df2-1b96-4f0b-b735-7899196689c0 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-05T04:17:25.644344Z digest=sha256:9c5f9021319fe500c7087e202e2a05f770ce70ea8a77843c839496baedd1536c

Observation da3fb9dd-9cfb-47b3-acdd-2272bc508f34 · outbound

This paper cites Benchmarking the Pedagogical Knowledge of Large Language Models.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Benchmarking the Pedagogical Knowledge of Large Language Models

Reference 40

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source=pdf_text observed=2026-08-05T04:17:25.648174Z digest=sha256:d5e7c27565c0ceab9baa593f8d56a952f9c0763bcf0b59efd314d425ff989f62

Observation 7c1bb6c2-808f-4bbc-8648-ba79cabd1425 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-05T04:17:25.651541Z digest=sha256:99dae417e6629e97372c4107e502c7d3183908cd289bae13b94c7186162a4c58

Observation 0d46df98-b86f-4768-87e8-8ab4ae98b7c1 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-05T04:17:25.654730Z digest=sha256:756f41a1e12587d70c3f4769e0ad7b72bb6cc720f12826d52cc5f665f941dfde

Observation a5c11e32-e59e-4624-8beb-076f67a10b41 · outbound

This paper cites McNamara.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education McNamara

Reference 43

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.658064Z digest=sha256:af912c7442308dea2eb03a93b9a3d7d9f3dc864393aa790239b0ab803ffd0e61

Observation aa96bea0-915e-4874-95e8-6f48479be79f · outbound

This paper cites Meyer, Ryan J.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Meyer, Ryan J

Reference 44

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doi_truncated, observed 2026-08-05T04:17:25.826689Z

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source=pdf_text observed=2026-08-05T04:17:25.661108Z digest=sha256:5d3d250ea672d5c0d628a3a670f50f663f25c2dc5e543e01a31a1a0031f14496

Observation ec2813f7-7d6a-4109-bd14-cb6e7a9ed939 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-05T04:17:25.664187Z digest=sha256:23cf8116571e5303106941a27fbcd0e062748f64345ab2411f75b053861a5894

Observation 62a52659-1a4d-4784-a00e-3e2755f1cf62 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 47

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.670666Z digest=sha256:b9aaacd31e976d1055f50a87e5f1139ce3fc9ce668d6f4b76264db6b451bb8aa

Observation 49e93b01-a8c5-4f22-92c1-4c9c2e1e8aa3 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 48

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.674087Z digest=sha256:3ec99640e6339db6598e03171c6e173d752f673921f7451f6f425f5cf7d52059

Observation 11756212-782b-4a52-b7b2-d356878dc42f · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 49

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T04:17:25.677364Z digest=sha256:46825624c0107ce6b7f5b00a9f2e161c771f0afc33d20f8243d12c03279946b4

Observation 85b7bc1f-834c-43d1-be9a-7898879273b0 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-05T04:17:25.680300Z digest=sha256:f34091bb2f7cc3f9bed9ef13cf05ded84dc8b22306f4c2e6006edfd124682bea

Observation 62920620-dd08-4210-aaa4-3a90b73559d5 · outbound

This paper cites 2009.The coding manual for qualitative researchers.Sage Publications Ltd, Thousand Oaks, CA.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education 2009.The coding manual for qualitative researchers.Sage Publications Ltd, Thousand Oaks, CA

Reference 51

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raw_fallback, observed 2026-08-05T04:17:28.151385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.683585Z digest=sha256:6831917feae86479dec8ec4c506082be4b788cd88c06af64455f45ac391a09ba

Observation f1e74a28-8d47-4da0-8b8d-bcfcbf771a51 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-05T04:17:25.687112Z digest=sha256:9758fafa1ae2ccf45ff96fa4680042840eacb3acae36d1d8379019754629db74

Observation fe875396-a795-4e47-ba8e-953ed584c171 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-05T04:17:25.690460Z digest=sha256:a714fe42af390ccd009a51a2ccd32715def1d033c1068fc4dd9cbfd1af88f3ae

Observation 3995da2a-6ce7-4010-b5ec-b9aefcdae529 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-05T04:17:25.693807Z digest=sha256:b985bd1d7379d65d59894f2c3ff1d5234fd5c5047b9e6b375ff4fafeb36b48b4

Observation e5ef4551-b352-45b8-87cd-004e6cf96f76 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 55

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raw_fallback, observed 2026-08-05T04:17:28.134744Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T04:17:25.696813Z digest=sha256:1ca466d91700a27664eb57a641b550d45395ec08b6aff7f5002c19390b0796a3

Observation 5a5f5257-5107-480f-9139-0b247adcdf54 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 56

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raw_fallback, observed 2026-08-05T04:17:26.630759Z

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source=pdf_text observed=2026-08-05T04:17:25.699735Z digest=sha256:4eddb00887bef1b8d12ebd5f3f9591edec860f3226963a6488323e4b3b916ca8

Observation 319e3d00-4811-4476-bfcd-6202462afeb0 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-05T04:17:25.703101Z digest=sha256:209e3371864d1e02a7495b1624ab9deabfd4744c53d4fe737953a356802c8aa9

Observation ec29528c-22bb-40d0-9994-90bb2a8c8c3b · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-05T04:17:25.705901Z digest=sha256:b4c8dcdda1fc68385419b9565784719e5327afd6e33d3ab44a783e11d68f0efe

Observation fbb5823f-d569-422c-bbfd-99d3edd146fc · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 59

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.709319Z digest=sha256:f16fb1a34e2670bb79ca6e8e6f00674db25b761785631a6b66d71138d54f2895

Observation 91f058bd-e177-406b-9fe9-5ba3d4e12767 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education LLaMA: Open and Efficient Foundation Language Models

Reference 60

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source=pdf_text observed=2026-08-05T04:17:25.715612Z digest=sha256:4fba993ff16b04366391276ac6a8bf946ae4f0d3fa992e3857bf163ed06e26bc

Observation f7ea809e-144a-4cdf-beb6-8e102e47db35 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 61

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.719048Z digest=sha256:7f9bf1a4d1b190613a343746c939e7e754a91f1f555f08da97bc99f61e5a48a3

Observation 7d2dbd14-f8a3-47ee-90a8-5dd60ae3cd6c · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-05T04:17:25.722177Z digest=sha256:9df9b025043c9e834da9e63546379f368a49fdc6326473fdc51e3e8be67c8acb

Observation 8b39378f-02bc-4e68-bfb6-2882d51fa539 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-05T04:17:25.725266Z digest=sha256:ea79751c8a240ce87dd1823acb7be518481d0f59bb190816b45358590bf107e2

Observation ca60be1b-8b51-4edb-89ef-6c3661c5af35 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-05T04:17:25.728488Z digest=sha256:67d2f57168bc4de091bb665a2100954616a88abb68e2b0a31413a140452f1855

Observation 7be58548-2ab7-435b-a441-406e58de188f · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-05T04:17:25.731391Z digest=sha256:0732330f9907a058334e0a69d1b588859a785deb384ff4f38f4b8a7fe36bcdb3

Observation c64c99c4-ce22-42f5-a358-f4e7e01f439b · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-05T04:17:25.734626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.734626Z digest=sha256:d43a87d4f5a52e4d2215c3b5c136bd6a25d54c4bc15c20f21235757b825597c0

Observation 4f268b3a-3570-4c46-84a5-0e9757238292 · outbound

This paper cites Do I Trust the AI?.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Do I Trust the AI?

Reference 67

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.737824Z digest=sha256:4ba0d8c4aebae8d43976b81ee7d59253e0e468a9d157f441ac686e23d78399ea

Observation 9a5f494d-fe61-4bc7-83f0-5229d383dfa9 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 68

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.740804Z digest=sha256:6b78c949da1a1a6b268ec677b97a866f2bbdfc11204ff6c70666f6b7eb67900d

Observation 9af040a0-b000-4df1-b6fb-69fb2a41e24e · outbound

This paper cites Zamfirescu-Pereira, Laryn Qi, Björn Hartmann, John DeNero, and Narges Norouzi.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Zamfirescu-Pereira, Laryn Qi, Björn Hartmann, John DeNero, and Narges Norouzi

Reference 69

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no resolver link, observed 2026-08-05T04:17:25.743700Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T04:17:25.743700Z digest=sha256:53c3dd39fb1e15d2a64cdd1d779559716ee9437ae82b5883ecda822017468bcf

Observation 0b66c1a9-e588-4812-826f-1f1524968030 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 70

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no resolver link, observed 2026-08-05T04:17:25.746719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.746719Z digest=sha256:02a11b6dc2a097b1c2288823a6d02e46a3c6f3eec4cfa0e617f3dcd5f4d1df8a

Observation d7698cc0-707b-41db-9caa-4066f27e2546 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 71

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no resolver link, observed 2026-08-05T04:17:25.749791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.749791Z digest=sha256:027846effeefee7e368019b9fbdf737c1c52a3b10c4b375ecb77773bff30d114

Observation ad6dc455-f47e-4635-b539-ace4d981a8a6 · outbound

This paper cites an unresolved cited work.

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education Unresolved cited work

Reference 72

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raw_fallback, observed 2026-08-05T04:17:26.079705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T04:17:25.752626Z digest=sha256:c247cdc0ef668d40872264916bec121f73fc06b58081c7983b25ffb333268283

Observation 2297613d-7447-4163-a9fe-f3d9d57e7401 · outbound

This paper cites InProceedings of the 2020 Conference on Fairness, Accountability, and Transparency(Barcelona, Spain)(FAT* ’20).

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education InProceedings of the 2020 Conference on Fairness, Accountability, and Transparency(Barcelona, Spain)(FAT* ’20)

Reference 2020

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:17:25.712559Z digest=sha256:9d0758afc93d7e44ac12d2c653367dacde5b35bb6581df62b028f6ff18a9ecba

Pith citing papers

No inbound Pith citation observations are available.