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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 13 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 2026-08-12T06:34:41.77262+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:aa1116c15e043a43d9996e071a3709cc91b4dfd27d50fd350536a4194a84cb4c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.586029Z digest=sha256:beb8e0b2da7dd00fc1d0a36cc71f9489c019b64d91c429c033807d4084a01622

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.591276Z digest=sha256:1eb0dcb16e2c5d8cb79558f1eecf3d0a8a9ce89229276a4355c12f4cbe8f8df6

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=sha256:7c8266637e8c73beedd11c42cae28e52560e87d1ab1cb003bfa48a8aa0d2230d

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=sha256:958ba7ab2f8ce1ae606354d4e226ce72c7f80c423366fe3769e548ca3c040c97

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.605855Z digest=sha256:0c729b89bdf6a4bb7a98ea63dad2e2d18bd720094d847c24d6ad56eff6e55c94

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=sha256:2a9aeacd2e41886ad29bfdd48a101b2691fbcb5cd8aac6f54a44b011dabafb75

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=sha256:72abdcb8f15c6ddcac764b54147b99864fd71b25a91678c03055234e7e27253f

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=sha256:9ed3ee28d11a4ada88a70ecf1df3ee0d69545f9f173567c8320bed5ffbce1e5d

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=sha256:3a3e45e15bbf5eb29d192758b366e6a54afddddb02ef8de0fd5c7dc4428f4cd3

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:ed9cbcdb352788e7ad243da9f9b41cb643a9bacd4a71894396ba2c481cb6878c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.646147Z digest=sha256:beb97360fa51df5b324d26af9260b9d73f09453de937655131f88849913b6f01

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.656180Z digest=sha256:b76802aeb1b52e9acd5845533236a8e1b4c17c28269d456235c18e30cbba338c

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:f9d0ce2b1c9cf20a5807472215bbd8b81303270cf4231ed9969c9421557bab4a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.666187Z digest=sha256:28ec2c58d4b67bf0d440b489aff6adb312f7a0082ea894e5f90666cbb7e40248

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.670854Z digest=sha256:deb22c51a4e3d48318e6e43b3a351c3d8c67f26611bcd6066acb5831c77e1e3f

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=sha256:5178d86a1212a6c3ea70bd4c2b711fa86b19d145408d7d153d989cd253901325

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.680369Z digest=sha256:09d60fc36bdbcc06e2d383ece6fe2fa87883d8fd7477fb8275899cb6c54c7f4e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.684804Z digest=sha256:82fceba51fd228f1b21aefaa48303cfb1eac9c3307261d6f775beb717e27b31a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.689558Z digest=sha256:dcd28b2c37a29792c4d8465273ec2c10db26b9b1fa91b5e501034765c909c95e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.699118Z digest=sha256:433c6410a998922682ba7c7cc13e2edf3ef55381e6ff2b2e179de5b3487d2b27

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.703538Z digest=sha256:442c6fd63443c73a09df3e3a658f863dcdff7cff33ce42945a617f1a924207c5

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=sha256:59729d4b57b997c7ec208767f136ea35f64972d7c0c17687e05b9b0eb20dd5e3

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=sha256:201228c298014a3b29f83aacb43d4868f4970be88c7e5835388efba85d45b6e2

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=sha256:8996a556384b8a8dfc74198550d34cb6cdba96a2337d94aca982f13ac450bc4b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.722750Z digest=sha256:ac28d69ac97f796bf5cae925cdad09cff17516926bea12046269b1fb1441f286

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=sha256:79b91ca09b947b51d7a777dbc3958fed83e136156a689d6ce05a3c31122c7d90

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=sha256:5c04015097c619ae73a1e22e9b071c03261bf1d8c3bbe25866727b64369b6e9b

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=sha256:98d9e526cdb597bedb468006985075470a8e337fcea24210b2fa92d123524163

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=sha256:1a80e17e23f92d3bce7b748a100a80636af3bed0aec1a8b1afab845bc219bc5a

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=sha256:0318523a585332a18a7904d1282448c6e9111ef8f4709a451492ed4292187529

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:c7dcafdcd16f1f012d427cd27a4cfa8ef1e3463a2dbf18aeea00847b2b377212

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=sha256:1f7935a2a55f820bd5e9f8610ef3e2d040ddf718795a430aa11dbaff010fd437

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.761650Z digest=sha256:09b4927df7ff315c09102a6775e6dcf967f70b2b152f125bd2587338a99b16f1

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:c2e42e85f99091b17ff5752c890ac72ca4d39373deecaf457349cdba5af498be

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:d27d662350d43de1e7ed1c7aa974a5da383b7e440adf27bec2f02d189a7626ad

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.780949Z digest=sha256:7f4892c6a32570b6f4ac6ac61b5c8ef1bae0c2efb5bbe4789a6e5dad78b0793b

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=sha256:73187c654ec4227e897ec2350876619d0425649b62be0bd00e2284190a27735a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.799392Z digest=sha256:f6b8d216710ba575eae2ddefb6ea6081aab9cbf20298b0cc0318da0d7dfe1568

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:c16774d578496f741ab6179a81152dacfdeea851c12c8103944605e21765da81

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.808450Z digest=sha256:997a39055dfbf5af10f3498c401fea86aab4c8b4a2cb300ce05b540877a988e7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.818467Z digest=sha256:f3fd09f039d3b9fcf7db89c3420942e753a540c2427214dbda893d566c1d273a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.824069Z digest=sha256:16d077f0ca70358b9af99d421cd1723c3419131df4cf3aa5d49fc71e7a411928

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:e94c5294fb6b4ab65349a3c9620433caead6c6f224d1f867a3255faedb27e9a6

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:db336c6f340970c3820b7c82a0f1d349256c3a86336de92275f28e25fe1b4a2f

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=sha256:3197bde4773c275aeb9c5dbfaf421ef88022c5b5e99834f9334d8ab19e630613

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=sha256:056ffa080dd7f3560332ae26fd57ea5cccbb6077f1e01c5cc5062c37a309257e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.850832Z digest=sha256:a1fc95fe5365b5545d115ef542a5bf3e83e172d102e3324f81b6b3320fc55fbd

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=sha256:0794fa3243ee8f7049486bfdbf792d173e04b04eec63ffe539d866d6ad31d160

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:d9c5310b106bdc9fb2c7072ce4b3eeb153b69a14b0d23dec35fad117805f3681

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:b8f66d8930c88499a7e60ae9d441fd83f03f8cec593336d95d0d7ab0226e6525

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:b635de9af707ecc4c0bc60ceea2110a1ae41b2ae9c4008263fc49e8b47ac059b

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=sha256:803c9cdd63cda5ab6ec990a547e320c4cada934898ccc518d17b1791bdef5a89

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=sha256:25936d101081c9b6f8810eebc26f84aa897958d1b1a2758f45046186f4a05b84

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.883859Z digest=sha256:a0dcea6dd078a9150efdd088e80e14f07b43212a041fa49394330b7f4981c781

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=sha256:55b4f4db08afde2efe98d2c639070962e515fd5bbac0fe11ede8d00aa1fc6c8f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.893325Z digest=sha256:a49744c9b600f9e594f928b36d7ee440daf1a1fac21d2f1e98753ce127507cc2

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.903223Z digest=sha256:d1766dba6cc6acdba9c73627b67cfef1a211c348c9e0460a8f21597fe66418c6

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=sha256:2e1ed0e0eef65aba55838f70c69ff0523bc6962b43c878c9deffe2b754c2ab52

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:a40d91a77a7152071ec047b78291d4a67da8081b0007844873d605a365d6278c

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:f801bd39eaf2274315f6dfa0c21a81b792c058a57b81e3403e6fdfd4fd9be20b

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=sha256:2ee220253050ba8a2e74e0860b05b810c836f17e7e20cbf4644dad5e16b62810

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:b618e7840e7168e9cd1f6c72920e20e37465f1d99c205d128a91df35bcb052c2

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.933509Z digest=sha256:f7e7981091cd82d1ad9901c9bdb41992d3443e0ab33094bb9d6f4a027b57f782

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:a760d5b802078447ffe29c0b038087b0cb864306d2ba1de946d736eaf1689b28

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.928074Z digest=sha256:6a2a5cac95b980265e063e52fae3f1da1fa7bc5c2122ac21b23d6f7833f2951c

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:b023b5b8b127519ca85781c72953c8233ad30f2b5dfbc97cf40feb6e8f79b9ea

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.938338Z digest=sha256:dbab0b92440870f571170edcb87a21e658db5b2f9ec34ab5b5bade49c0b90d0d

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:b0786b7297daa4b679d0dbe317242c6ae9c3bd557681c51dc9ea68c73be19adf

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:30:27.947627Z digest=sha256:87839ad15b1c4c4498c801788ab6d475a7a6ac86cdf12a62085fd4c0b066ff6d

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:b0f322069c90b93e46689706faabbeca778899c9ea02b11c35736da117fba632

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=sha256:697c0d72f3e2f08cc10c57ad70121e1a143d69fde0918fc3e1dd5828d0437fb5

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:cbc0dce1478c7bf9ac9af556828cffb98989673a0a282b4466ea6514cd42d590

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=sha256:8694aae9304e583aa159cb76b693176e6098f38633a1c04c84fe0c87f150d71d

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=sha256:1db30565eac434f32e6fa63668c0c6cdaa134ac9f6a19ceecf60c46ef0496982

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=sha256:5b7dc62af337320f97244d6373bd65a2640952531d5085d80846ebe3c76abd92

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=sha256:2cce7364857814b6bf425275b2ba10339daf81b6ea01ff6545459425ffa07c82

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=sha256:9e10ee512c4e86040cdd12e6a8eaa759f6ec49a7f539ea71db6f89fb0b93fe67

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:b2f48cb3d62031fb6052e1ca2cb4cdabbaa9742d05fd270abb8dc97d53f97b66

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=sha256:152428765bab05dcdf041f719ce6ab67af0a3be9c1780da3128dfee6f7855667

Pith citing papers

No inbound Pith citation observations are available.