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Paper Citation Record · LEDGER

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers

As of 18 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2411.18151.

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

pith.paper-citation-record.v1
2411.18151 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:30:27.995986Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

80 of 80 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved59
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch11

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2887da4-0e8c-4225-873a-7ab27235200e · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.580872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.580872Z digest=sha256:99197d3c8dd189310eb46eeb684e8d7110a9b6f08a91758f10b5661589aef6d8

Observation e033df61-614f-4bae-8ae4-26bf9e84f9c7 · outbound

This paper cites Ahmed, Nisheeth Srivastava, Renuka Sindhgatta, and Amey Karkare.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Ahmed, Nisheeth Srivastava, Renuka Sindhgatta, and Amey Karkare

Reference 2

Resolution
verified exact
doi, observed 2026-08-12T11:30:28.142580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.586029Z digest=sha256:94f2ab3bd045d930f8df4ae2d0935996c1643d2663585114f30ec1df52e2b946

Observation b075a8eb-7cdf-42bc-8d20-14a63aa85539 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-12T11:30:28.125581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.591276Z digest=sha256:789fa1e66ee777353bcbf737a1e2644e30e969a17ede653736309951c61ebb90

Observation 5a58db14-67d7-4581-b011-810456b066c9 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.595937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.595937Z digest=sha256:c15d4b671be3ec018d8de98d9cb7ad9d2291fb8032f718047e60f0bcbca69d66

Observation fdc7d5e0-257f-49db-ad7c-66497dfaf47e · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.600605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.600605Z digest=sha256:5132bd5432709d14f5d6f309f80c2eab5d90f77e6b83f92334d597b6c9b7b1ef

Observation b8558598-1afb-4892-b264-3157c3d48771 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:32.335459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.605855Z digest=sha256:72fda548973a59fcea46924e52166ed5a0e2853326a1301ed120f045098c8d03

Observation 0f300b67-252e-40b7-bb81-2847ecc1b5ad · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.610863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.610863Z digest=sha256:d9ed936df99310f2ad6262dc0c0c642a8b0e49d22598bf564478dd6571bc2f40

Observation 350c4baa-de3a-4bcb-9fa5-bd153a69af6d · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.615271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.615271Z digest=sha256:99bf80e2ca3028e540c32c24f23265fc5dc901c7ffb9d54b71ee58cc5a6693c5

Observation ae96dc2c-639e-4e17-8a58-d517c3b1a528 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.619568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.619568Z digest=sha256:dce9450e7431ec59fc2215245c46d72f58709285bd3f94dbaac11ad3dd103ccf

Observation 63b06e05-c23c-4c36-85b6-cef3bb8cb188 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.623788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.623788Z digest=sha256:686af69a31cacb5ab6057c5b48ae93a140d8ac2e4f3277dda0eb88ae37da0d62

Observation ebf653e9-3bd1-4ff0-a598-12576604280c · outbound

This paper cites Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.641488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.641488Z digest=sha256:d937406ebbdaec31e4f25fbb1d3e5c1c6cad12214f02edf3241882464976a8e6

Observation 55428469-3402-4099-bd03-d7af87c2aafb · outbound

This paper cites Becker, Catherine Mooney, John Homer, Zachary C Albrecht, and Garrett B.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Becker, Catherine Mooney, John Homer, Zachary C Albrecht, and Garrett B

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:32.737238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.646147Z digest=sha256:df6b00ed35ee09be7a0d023fdf628d1942d6a580855d4fa2c233853f84b4eecf

Observation 3259f061-7343-4314-96dc-496a11cf7193 · outbound

This paper cites Falkner and Katrina E.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Falkner and Katrina E

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:31.684371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.656180Z digest=sha256:6561b964540744f635411d1b58ebd506182a838130c6a6a7f593c22225bc4da4

Observation 128bf2ba-094d-4fdc-b5d6-edb88a95ae69 · outbound

This paper cites Fiannaca, Chinmay Kulkarni, Carrie J Cai, and Michael Terry.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Fiannaca, Chinmay Kulkarni, Carrie J Cai, and Michael Terry

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.660861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.660861Z digest=sha256:5ca3acd730cee8b76b2518bdf03b617178bd8d48884ec1d96c6a761da4359a4a

Observation 502daedb-2b28-4276-b7c3-b7cf731e3e37 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.722233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.666187Z digest=sha256:545c64ddb70c19896987a7c134c8209eb6d383c8918ab901b51dbce61820d6fe

Observation c70e0d49-eeaa-4d85-a027-0c47fe048d28 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.707092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.670854Z digest=sha256:fcf134521c8365b3de17f29f9273b091120813acbd067aabf70beea4c688ccca

Observation caa45737-8407-4d33-97f8-9dccdafb5fb8 · outbound

This paper cites Glassman, Aaron Lin, Carrie J.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Glassman, Aaron Lin, Carrie J

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.675508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.675508Z digest=sha256:9ff414bfc939f171433cb28e95000c032fa674cce6d1a2137ffd6c0c182f3387

Observation a42b8d7d-b2aa-4466-bbee-f5a52910584a · outbound

This paper cites Guo, Julia M.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Guo, Julia M

Reference 21

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:31.450088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.680369Z digest=sha256:34442d8cad818abaad5ecbb72fb3573d2edcc7a4216430fafb4837448f0b4a32

Observation e01261a7-c138-4f4f-839e-904df9e79271 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 22

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:31.346742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.684804Z digest=sha256:9269716cb9d1464c0a12eafeffcecbaa2617e7ca3cd616381f8f74dd9a889c1e

Observation b57ce87c-0a21-4a59-8811-adcab921a9da · outbound

This paper cites Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris Messom, and Soohyun Nam Liao.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris Messom, and Soohyun Nam Liao

Reference 23

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:31.231311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.689558Z digest=sha256:737c45823c4707a42d9c5b42067ea7d35db93b08380aed9cb4ebef2a5f905f38

Observation 3cf5202d-8683-4f2a-89c0-d20b34387f2b · outbound

This paper cites 2024.Predicting Results of Social Science Experiments Using Large Language Models.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers 2024.Predicting Results of Social Science Experiments Using Large Language Models

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:32.691282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.699118Z digest=sha256:8e0f825cf0ef3cbfd586bdb520e65e7bf814bc9fe212b6d351c031ec249d8477

Observation 78d8315f-0ea7-4c15-b9cd-2a016d47304d · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.676204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.703538Z digest=sha256:574312f5e6c9bea6eff8aa0e0a791b6bf87ea7e4a4ff68e2a55cde217173da96

Observation cdafeb7c-8f4a-496c-aee6-8cb4be7beb70 · outbound

This paper cites Hutto and Eric Gilbert.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Hutto and Eric Gilbert

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.707850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.707850Z digest=sha256:7f5cb4cba7ded51dbd0628adda3b1f0c70f56cac20dd962f484a565dd4bf348e

Observation ab92ac17-8e2c-455e-b2c4-6a6d273ead20 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 28

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:30:27.712309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.712309Z digest=sha256:b3607f112be8b47a5da920d6ec79a05dfcbac4d78489e94a033f3a4602b5cb8a

Observation 54d4dcaa-9036-4e64-b034-0b4559baec24 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.717800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.717800Z digest=sha256:90768132732e596d815259243cb15cb84309141def89599bd45ed762884dd5df

Observation 1cf38f08-12a7-4418-a77d-f6a4a0447241 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 30

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:30.849444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.722750Z digest=sha256:08408fc050e55b5c42966ab15f9985c44e8acd632f55c15f62be253eb1b6afe3

Observation e8756c65-a449-4b04-a586-75a1193ad08e · outbound

This paper cites "With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers "With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.727526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.727526Z digest=sha256:214b8b3d6297b7980999946072d84b776388c4967f4f9ce3b45ca26d97bdfa53

Observation dc9ab964-d753-4f28-a6ce-6f00f669f372 · outbound

This paper cites Ericson, David Weintrop, and Tovi Grossman.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Ericson, David Weintrop, and Tovi Grossman

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.732282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.732282Z digest=sha256:6a238f966312632e94f9c14d9e6c7688e29ece29fcd22cd567b7ce01a2aeb359

Observation 260a696e-7097-4549-b6e3-1c85fcc01c95 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.736826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.736826Z digest=sha256:6091909731d776a8084fc8bb77e1f95446af1bf1ccf745ae5a41b0b60250ddba

Observation 283b7718-1bb0-494a-b123-b1d5e8ad5702 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.741550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.741550Z digest=sha256:e86daa0ce43f7802d84ba5bd1a3dd0548bb28929a7e8a0d1738053521e69b50b

Observation 258e90de-da70-4024-8282-cd671bf3f74a · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 35

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:30:27.746218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.746218Z digest=sha256:41c5996b8ac6b91f4041a971557a6f377ad0a22ec489f900735f1486949b4c3d

Observation 7e4ceb67-f775-4ca6-902f-c7eec62d2c95 · outbound

This paper cites Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.750926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.750926Z digest=sha256:61c43fa897dd4a26a9bf06e838c4f74d7b4ccc84eb0ad96de543e70ce00a2352

Observation 8efe8acc-1dfc-4ae9-8a68-458dec23b7da · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.756198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.756198Z digest=sha256:fa2051beeda3dee1870e0b46726fb413fff2c9c3d4d457433cf221626c06cde7

Observation e3ab300c-637e-4b94-954d-358570a3bfb3 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.651783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.761650Z digest=sha256:b10ede595321cd08679c0217c043b65400142bd2a49129e7ca05d28674a31e17

Observation 3e3600b4-774a-474f-a049-d7c17480b0ba · outbound

This paper cites Evaluating Language Models for Generating and Judging Programming Feedback.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Evaluating Language Models for Generating and Judging Programming Feedback

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.766081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.766081Z digest=sha256:39344afb7d1c91bc59a41a6638d21540e19758a4d5d444d2167d8f442c045c10

Observation 7767876f-8d09-4983-b4b4-8962a11064ab · outbound

This paper cites Ban It Till We Understand It.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Ban It Till We Understand It

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.776293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.776293Z digest=sha256:d1fe77d4b9ef823b92acc47ec6312d5a5faac54fb286412dab5813d6fed92592

Observation 002a46f1-21fa-498d-86cb-dc9b82ac1149 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.636005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.780949Z digest=sha256:7dbd25c70b28abd7a388b6bc3e7590b59182bbcdf18566cbbc813e72da2dec2a

Observation 97be0ac3-4651-4154-81da-87984be30248 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.794774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.794774Z digest=sha256:78aaa6ddd98377943dd8fb92328a660a19b695bc3c2e69a9267561e8a22ccaa5

Observation 39c78a17-9e8a-4fb0-8e8e-2ee2c7dcc839 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.621703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.799392Z digest=sha256:3f6b89a2de5f72b45875fe45467512648598a4ab080563945a1429284a6b5ae0

Observation 2aeb9b1e-3827-4788-be03-cf27effe1a62 · outbound

This paper cites Let Them Try to Figure It Out First.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Let Them Try to Figure It Out First

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.804217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.804217Z digest=sha256:6f1f84e1511a5e18a2c9b662022b35738a135cf361d33e9efd6dacbfdb9b73b6

Observation 845fbdc3-ecda-48b5-98fd-ad8163b6b065 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.606679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.808450Z digest=sha256:10343e6f65f6aff6f4336be8b85fb95e2853673d8a04bbb5b742f573a4e454a3

Observation d6c88357-5e80-47fd-a947-3510e34f444d · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 48

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:30.138032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.818467Z digest=sha256:282c56a068ac282ecf3e08c15b5735ea623a4fea1e1c9b73672c40176a18e843

Observation 60ca70de-188f-4fa2-a7de-b4e04d89ef65 · outbound

This paper cites Ok Pal, We Have to Code That Now.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Ok Pal, We Have to Code That Now

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:32.590967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.824069Z digest=sha256:935f4a7ccf12e5b4d01279dca31d95e2f685a671d198a9f88106c9ca8766ab15

Observation 8573eb57-3a88-44c3-ba0e-f5cf12236af9 · outbound

This paper cites In Proceedings of the 54th ACM Technical Symposium on Computer Science Education V.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers In Proceedings of the 54th ACM Technical Symposium on Computer Science Education V

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.813325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.813325Z digest=sha256:78121f3843f92bc6263ecb021500959966a24d0e7a7c2bd40bbc06ec68fbbae2

Observation 5d120c56-646c-4bf8-8e11-4c44f3475c3f · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.835342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.835342Z digest=sha256:0d468b9794988415e0c345ced31343ec1e1d8724bee6566124b12b3b550591c1

Observation c85326dc-50bb-4107-8d9e-6dc9fe4782c7 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.840475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.840475Z digest=sha256:ae32564612fdc82c42a4fbe1023ad2ceb505121a2c616a78ca6fbe9b61dac878

Observation 3de0fd73-dd4a-4f56-a354-6b9e254348ac · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.829681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.829681Z digest=sha256:dfa151402cda4eb969864674112f62742063ed274243ecc464a19765e02b6e05

Observation 9d4c9aa0-d5b2-4dae-8017-f10fd8a97eed · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.575663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.850832Z digest=sha256:2fb87ff823ac2f34cfbb9cf73f0c2f02bcc3a54766743f8aaf56d7fc7090304e

Observation b55b55f6-1809-4a24-987c-0b8b20bd7dec · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.855457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.855457Z digest=sha256:7aa7083de96ab6eaa7dc5a32e3d65de753bddf4d409503db3c594dd8a06f9b72

Observation 0badc109-39ff-4ace-8cfb-2f2de304ea8d · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.845664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.845664Z digest=sha256:d2cbfd17018819dcc60c76beec74be7ccdfcb6f3ddff29bcd67609996484dc17

Observation fad38ca3-fc09-4220-af08-a45df4a1ba42 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.864974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.864974Z digest=sha256:2e10a24796bfceb667dee10930d69b4389f63c2653b626882cf68a2dcf93e9d5

Observation ba92dd5f-86af-4eae-a5dc-2be776d8b849 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.869591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.869591Z digest=sha256:79579eed91e4bc8a30956202dfcca34f5c0deb3053de9f2de7e5896d2c074798

Observation 8aca14a4-5e93-45ba-a183-18479f1f07ef · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.860474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.860474Z digest=sha256:ad432100785888bc173b618b01022550c7028274d46a5a43e9186a5f665b0a05

Observation 9b5f3ed2-99e5-46e9-822c-6184844171d9 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.878783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.878783Z digest=sha256:14266f5b0bc58a9e8a9d01f724858809b6bd6611ac67d8db974ecbfa3f9af42e

Observation 8a11d673-7fa8-47b8-966d-be0274a97459 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 61

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:29.453686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.883859Z digest=sha256:08245adbac22c9c5f3f3514ce6513d88eb1560266bdb79f74dd1298fa470291f

Observation 29d41e53-a56d-45ec-a108-7928ef136fc8 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.874527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.874527Z digest=sha256:1a0a3fb4d293585310f1da6dbc12db5c42e939642c6cd077a32f456c8b8410f6

Observation 5e096b9a-ec56-4610-a6dc-ae30737fb2dc · outbound

This paper cites Becker, Robert Nix, Brent N.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Becker, Robert Nix, Brent N

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:32.559852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.893325Z digest=sha256:7e501a514654622690b2bcf39b24dd70f00166da8faaad9509a5445b0b860e6e

Observation 520347c2-8c49-41ec-8ea9-2024fa994ae2 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 64

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:29.294844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.903223Z digest=sha256:4dd2d865f17348196df9c44c489bc75ec2630ec086c41615d3865e04a90809f5

Observation 6b3afdcd-63a0-4597-b997-233068345fbf · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.888690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.888690Z digest=sha256:245cb1efbf497c12ad772df3ea7d8102ea961883e2966fb8eb0547c0224ba0ab

Observation 642e95e8-e8c7-4005-9495-2d948719d26b · outbound

This paper cites It’s Weird That it Knows What I Want.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers It’s Weird That it Knows What I Want

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.913197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.913197Z digest=sha256:c52397f3479a0f333b0e85db1c490db7bd4dbd99ba3928b56e8599290184fca3

Observation 0762d504-54d2-4793-bc71-6d97e968ad95 · outbound

This paper cites In Proceedings of the 54th ACM Technical Symposium on Computer Science Education V.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers In Proceedings of the 54th ACM Technical Symposium on Computer Science Education V

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.898445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.898445Z digest=sha256:a1545429d0d83083cc7882df4fc658b65a79c27212afbf59824dce9136f13a5c

Observation 4b879563-1418-48b4-a809-15bc9eeb3355 · outbound

This paper cites Price, Samiha Marwan, and Joseph Jay Williams.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Price, Samiha Marwan, and Joseph Jay Williams

Reference 68

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:30:27.923300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.923300Z digest=sha256:1f707e479d584d1b7e4f088137a2cae84da2c81cd0668bfea1f8f17602ad49d0

Observation 3cd10ca0-a1e4-4964-8bb5-3e01903cf36d · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.908275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.908275Z digest=sha256:2d0063f8908b1de1c3bfcd8f63ace573e2b6cea17d6be18512b705448cea1e10

Observation 55544338-25ad-4635-a40f-a4f12ea0886f · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 70

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:28.969555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.933509Z digest=sha256:91d08992e20639982c505c141ceab0ce588d4a5ad4cacb48bf8964f18a665ac4

Observation 2c8d6d53-c0f4-482a-8f7f-db8b4782cc55 · outbound

This paper cites Becker, Bailey Kimmel, Jared Wright, and Ben Briggs.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Becker, Bailey Kimmel, Jared Wright, and Ben Briggs

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.918367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.918367Z digest=sha256:c840ec64e78ef0012b04e16793c7e0acfac1d9b6988bc3d309a802ec74f93ed1

Observation ed01883d-9245-4224-a096-196fe164d436 · outbound

This paper cites Price, Samiha Marwan, Michael Winters, and Joseph Jay Williams.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Price, Samiha Marwan, Michael Winters, and Joseph Jay Williams

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:30:32.544289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.928074Z digest=sha256:9cfe3d8c29fa069710a03cd194f29f7f99fe2e0764e95a3793611a2ecf6b3a2b

Observation aa3f8c6c-f504-4640-baa6-eee803b0b1de · outbound

This paper cites How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.952170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.952170Z digest=sha256:890bba3b39552fa92e2e624f2d7acd97ec4f33da5c879784157eb4cf859f19ae

Observation 1bf578ff-6020-4ba7-b3d2-5164531dd5d3 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-12T11:30:32.530048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.938338Z digest=sha256:5ca134b0b16c46abbcbc7ee0e0944c5276ad14505e0df0200c9c88932c3158e8

Observation cb53221f-2e75-4dac-91b8-951000c20b2a · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.963619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.963619Z digest=sha256:1a2e996045e42a541eed9d8b31cf65380e173da01f5092234af3883f15e83c85

Observation 8aad0103-980a-4f90-b3b1-434d5e5ad1df · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 77

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:30:28.813852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:30:27.947627Z digest=sha256:d3cebb943474b857d5d9aa75082bf4b5f5645cb960c2ab5a6f48d3af616e7e5f

Observation c3416b10-484a-4121-9ca1-2c6ecbb527e3 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.972494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.972494Z digest=sha256:a8223c07cf52a356acdd2666511c3397eebfc0cbaa1bf9a41aefbb0a88f52a9f

Observation ce1cda8d-2c69-4e77-909c-ea84027c014b · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.958729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.958729Z digest=sha256:9351ffee6eb1523a1301559da8a5ab62aac37f0a82eaff8c6c6255befb1d8526

Observation c6bb094c-cda7-472d-81a9-b2148958f760 · outbound

This paper cites Wiggins, Fahmid M.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Wiggins, Fahmid M

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.981810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.981810Z digest=sha256:60aca629cb65fa84df9c5ba6caa61021f5b3fbe80b6b60c46d98146870f8ada5

Observation faf24bd6-7717-42fe-82c0-d9296e96e760 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.968087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.968087Z digest=sha256:3c78de27385da827d1d581d38ba7641075b32496bf637251727709cbe28b0bd5

Observation 3a16b9ce-e337-46bb-816c-5ebd4432e74d · outbound

This paper cites Bai, Robert Tairas, and Yu Huang.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Bai, Robert Tairas, and Yu Huang

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.991617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.991617Z digest=sha256:317c76b23d151ac050fe2287379d692d247600ef29208140f26ecc70100b1bb0

Observation f7a308c9-3677-4888-9622-3c91dc3d9b93 · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.977093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.977093Z digest=sha256:349a64c4ed8327d036b3b10b95404eaf5a27a59b241fd82263df81b8a59cf668

Observation 17414038-65f2-4153-8c93-cd2830e2fb2b · outbound

This paper cites an unresolved cited work.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.986744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.986744Z digest=sha256:698eda2ab038f4110ffff735b1562a525e6eddb11ae95e3ddd21bd5218b4352f

Observation 1a7018da-4c37-40a5-8d2f-8cd7fec552be · outbound

This paper cites Zamfirescu-Pereira, Richmond Y.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Zamfirescu-Pereira, Richmond Y

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.995986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.995986Z digest=sha256:4664cbbc56557625a523e6b940aefe25534337e9e8fc7644c6037c863224a09f

Observation 588635e6-980d-4115-bef7-b8bb5215a244 · outbound

This paper cites In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (Yokohama, Japan) (CHI ’21).

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (Yokohama, Japan) (CHI ’21)

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.650787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.650787Z digest=sha256:cebf2de4c43d9496cc0c0007b60bf21db831c2bff8a18a00e014fecd1871b03c

Observation 4572e063-bf9f-4733-8dd0-f20aa1bc95f4 · outbound

This paper cites In Proceedings of the 2023 33 Brown et al.

Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers In Proceedings of the 2023 33 Brown et al

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-12T11:30:27.785836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:30:27.785836Z digest=sha256:0ac29480b6c2c9f2e36f0b4c7c1d4226e74d9e23e2d260346052a2b45581ac0f

Pith citing papers

No inbound Pith citation observations are available.