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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 17 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=sha256:00d94c348b132ed96a245dbe14035316616be4a7783481eebf4ba222c86ba7d2

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=sha256:4897322708b17ea7d063d0d66a23712df495abc38d7986e08fd5c58b12d8ce86

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=sha256:817b547f9eed1f9a1604b295c33767b529294b5d0fd80591d7f7afc4571ce576

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=sha256:35ecf9014dae2653c900295e92dcaa344d14b091277c88a1415b8c4ea8337cf2

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=sha256:6919dc940da13f9d09d709766c40606df7fd1cfa23f41ca6cd90753aaa971243

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=sha256:572e6bef7f1d585d2bdc6c51ed5b187866a2879c6cfe08e90c132462ae1dfc5f

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:df735fe9ccfdc1c9e34f45648d5cefe8929211d186bb17541cfe1987369e73ce

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:a85fcde06e84d8de5dfa617df6e1acbbbd77eace2006f2cc9e64282131aa77b1

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=sha256:45fd616a788d9819d13f8387e4ea5a1f4fd47af177adcd53750ef474db5237ac

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=sha256:77dc5abdc11875e55bc94e851cb299016c25f87c68a5eb62b3c16157054b001b

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:b20aa8be372490e81e20c66bc21aae1dc7fb7f8fa0d1eee5e77f5cd1de5b58f4

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=sha256:2b6cd3cfa61c479322035849faea67cc804691ebcde17039da6b19458299b546

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:b8b00c1dfc8cef8b5a433f1dcae2cb368ead13282325d100976601e3ab6292c1

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=sha256:5a3ba8217b9ad0daa0b10341427034570b1915d9f43c1dbf05828b48c72e79f2

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=sha256:5d30c51913ed2f24b9ceb8ddee9900f65b8eb28f80f99c0e83e07b8451dd3507

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=sha256:8008d4c470eb6b6ce8d3e9d7e8c0a290972567d0804ed922734f37994ab1dcaf

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=sha256:4385e92c949b2b4a7cf1b419f3abaaf6c7c1e223e5a614f7bd6d9e4e3306a8f2

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=sha256:94c04aac81818119ceede87c6cae40090828a63afd04f1d7685f74874df24ce7

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:e1c49e81b1bfad2d44045af956c8e7cbce8f071081812f802d4e988b8c8bf65f

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:e68c27041b22eb425e558371606aaffad4d2182f38ea00393c2a8ca7204a810d

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=sha256:6f3c489e5442cff0f7783c4ee6e6ca1ddcd295395e9ee698c62760c1733bff7a

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:d88235cc67b39bf07106efe24ea27268df1d1a206f67f659ac6a999cb895de21

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:c432b9349f3765e1a095b1d4f448cfb7fe1e58565e30c2517995d834ce9f6426

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=sha256:7cb26330aac64770c80032002ce5aebf01a937201b4bcf56581f471792f86384

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:fefb70378216efd185d7632535541ec7608df9ee14f8b5b98cd0778f94b71a10

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=sha256:03108e36a147166205a6020a928d40d6830b68262a022c0f88c5ba4e9eddf345

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=sha256:6a19250b0936cddb7f38b5d2e1e9644345ddf70dabd77ac9d23313fa32a25d06

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=sha256:7ab3a48fca4282945ad83cb01eb93f243ca680b8040114edf506cf345a251dbf

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:ecb184cb344011af3270e590c234b112e99255adf93e93ac8ce922e3736c7b32

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:b03d4101bd6e2bd891a24be1027023e831a849dffc44183e55c6b7bc853dc9c9

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=sha256:6e1331d2fc727e9c37d65c0182210d1e8e6f2b43cd089585c12babeeebcf7123

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=sha256:58ab785f9febe6a3610002cd8d0dc6057071b318b441092e5b73b429ba5213bd

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=sha256:4787d1ee0972af31045e1c43fec114c33d63b91d71b3b13e08c5715427456aae

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=sha256:8c928e5cd9a11368d5ac3c063eba39ce23c0d3924b7326ee4bbaa0a3ac8f1754

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:df02a9a91c1000fa123a3f2126fe52991ee48a39bde0a7882d5e5633d0b85792

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=sha256:8f7ef9ac8e21eb86738973d80b6cd7b1f5792327677c0f11e1ebd235b4713d87

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=sha256:8bdedb33fb298c9687a0d2032d6739ec183427af740c273059ce40c39221f35c

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:b029ce5e3bc6a06b7c8553142248e0280c33d843412f2a7e3671ac86a2e37dbb

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:f9cdc6bb782c1d3611c10a49eda258d0221813a2490ca4563d91cb2a7b848f9d

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=sha256:6a87594ba42a496a67fc8b1392aad78c17fa815df3191979b54dc647b9bb62ee

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=sha256:75c3ecf6278abc4a1d84137c95c577886d9808f5b2db82e84ca451d5ef4576f8

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=sha256:270f40ecfe3f51173ca5200990283a2f48a5b4dd5ae0ab3d04ef3a143dacddb5

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:d4bd43b4ab933ab36f817bce1f93b236317026861b8738cb85e60ef253443075

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=sha256:66d38f098d6003d55af23c18ed2cd456accce8356237ffff8b7d4b19b52c44a7

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=sha256:1768a3039f23f21512f894fb3a5b02e8ce5e48c838f6b762ad723724acec03be

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=sha256:3109d7b95b4538c86f8c9d0dab9ce3a165eddb44561a70985d28f34e6b5261b9

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:e1f0574ad98305485d71196659fe82696b773348792ff74ee8cf8a25337c2d07

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=sha256:63fb8164ef81b6de266b16a888c7973b9b44d760b420a97fabf74fa9b8f949fc

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=sha256:490fb16bc714751ffcfa2fdc428812a9627a90f0c5cf656c19f18cc9c8ea93db

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:ab3d6d14b99f8d908aafcd693bf9c8b97766c6f285a3821647cbce07f1d44d98

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=sha256:5d56e9f6711b8f836169b8c5d43c0812e759f2dad4d525f0fe5b91765861f0b8

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:b6c978c4c3f8b3e7286a01e4771a40f53b12f18479cd0e5e5e55eb1257413b16

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=sha256:2c7ab0232137e53352802524bc718e357ccef983e9b9ffb669a4e8367070e0ce

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=sha256:9297fa2cff9f6911a22c71257b2c7e010ca0e48cc25847aee7d281a258842041

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=sha256:2f7d24ab8e712cb6f9e3ad424adba6a43692cda5579ed641f5f4a6c5940f4cae

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:ad86146c4410f8e9335d6706f10cdc943efff19f4b044637884c5c360e30da18

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=sha256:4788b371465b57ad7c33812c9b4b27e9a7e4142b153ca7e184c0b5e83e7b8ea4

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:c971a15570c639f082d2fb9273be119ae76206f9b9601e24c88f52af912f506d

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=sha256:02aa55657ab78403c947bffe1c7a7fae012413a59f59a22bf0713b4bc498fa2d

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=sha256:4ad14e02a9fedf86f64e63b82b552ef22f082449a5fe7876db36e5d9678da049

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=sha256:69fb19a4479177226137ed5d125d518bac188957bb939ccc76a2f1976bdb1e76

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:de7d40ae18e0693c39827f18a0249eca921b97a6f446ddef0f9a27068ca3dc26

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=sha256:8cac3149e3da3215ad03d592760f9846062401503d91635eff62b81a5506b9e5

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:fc64da21d3f7a4abb9990260a040ae6c41fc8a1d80a1d651586a8031d3b3178f

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=sha256:3c2ab75362f7058c9d4f4561c79c0358db4dbec524b22336efa29679586f02ba

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=sha256:94a72eaa0320d7590b238972f8eb97e029ea8e650573c7e37f982b01518b007e

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:c028f9068b6a707698e845ed03ae9084655dfc1c036da4fb1f0bcc30f3f9bd60

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=sha256:78fe4bc47e3cab5884112d0979f38430824b00ee0490acb7b5e25cc2ee4f8953

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=sha256:6e94d0837b0e93c7cfb24f11151b3d47f9289c0be8705ddf18dd6a23d9fd0565

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:bb48f86fd441dcadd179d854b791f2de7e35ab75c6fa1b313db5a9c372a07049

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:ea815d0b72046b8cab4a2aca47bdf43c4d095ac702282036c63491fb32588488

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:ade436116c9855da5709f19359c89b83c161e6925d5d9e54b224640a0be6a383

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:a8a0e05f1ded7ae19a37e4a76830c458a7b1cdde09849fdcbc2a71b08da8e61a

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=sha256:9a6d730382191b11b65e8dfb49326ab411fc9aac14ec0ca4fccab81eae742bd8

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=sha256:2e9e2d8bc7db86af2add39d207acc4980e50997986c570baca8e7dc93e20c5f5

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=sha256:7e138f5ffdc4364ed64a528c91745fa0304476634d0f59c76cf19aa24665006d

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:cd4454b594a41c262c9f55c166d1b8af0f9b4bad2121ecce218d524b409a71b9

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:dd4347e845a09d160f49ddd7b356a726ad538221473111c809a9cfef4b875506

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:e12a467f0bb27a46e619a42111387ab2daaae6d9b68c4b756e91e42d8528ada4

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=sha256:4fa25ae9a7625e840bfc43f9eb0946384947a3319dacce8cb26a0d2cbd374529

Pith citing papers

No inbound Pith citation observations are available.