When Incentives Backfire, Data Stops Being Human | Paper Citation Record

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This paper cites write newline.

When Incentives Backfire, Data Stops Being Human write newline

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This paper cites A Survey on Data Selection for Language Models.

When Incentives Backfire, Data Stops Being Human A Survey on Data Selection for Language Models

Reference 2

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This paper cites E., Gershman, S.

When Incentives Backfire, Data Stops Being Human E., Gershman, S

Reference 3

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This paper cites recaptcha: The brilliant business model that only one man could create, 2018.

When Incentives Backfire, Data Stops Being Human recaptcha: The brilliant business model that only one man could create, 2018

Reference 4

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This paper cites P., Busby, E.

When Incentives Backfire, Data Stops Being Human P., Busby, E

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This paper cites A Little Human Data Goes A Long Way.

When Incentives Backfire, Data Stops Being Human A Little Human Data Goes A Long Way

Reference 6

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This paper cites Your roomba may be mapping your home, collecting data that could be shared.

When Incentives Backfire, Data Stops Being Human Your roomba may be mapping your home, collecting data that could be shared

Reference 7

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This paper cites Lionbridge vs appen: Which platform should you work for?, 2022.

When Incentives Backfire, Data Stops Being Human Lionbridge vs appen: Which platform should you work for?, 2022

Reference 8

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 9

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This paper cites Dota 2 with Large Scale Deep Reinforcement Learning.

When Incentives Backfire, Data Stops Being Human Dota 2 with Large Scale Deep Reinforcement Learning

Reference 10

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This paper cites S., Brandt, J., Miller, R.

When Incentives Backfire, Data Stops Being Human S., Brandt, J., Miller, R

Reference 11

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This paper cites Social science for pennies.

When Incentives Backfire, Data Stops Being Human Social science for pennies

Reference 12

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This paper cites On the Opportunities and Risks of Foundation Models.

When Incentives Backfire, Data Stops Being Human On the Opportunities and Risks of Foundation Models

Reference 13

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This paper cites Protoqa: A question answering dataset for prototypical common-sense reasoning.

When Incentives Backfire, Data Stops Being Human Protoqa: A question answering dataset for prototypical common-sense reasoning

Reference 14

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This paper cites and Prentice, G.

When Incentives Backfire, Data Stops Being Human and Prentice, G

Reference 15

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This paper cites Labor and Monopoly Capital: The Degradation of Work in the Twentieth Century.

When Incentives Backfire, Data Stops Being Human Labor and Monopoly Capital: The Degradation of Work in the Twentieth Century

Reference 16

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This paper cites The rise of ai-generated content in wikipedia.

When Incentives Backfire, Data Stops Being Human The rise of ai-generated content in wikipedia

Reference 17

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This paper cites B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

When Incentives Backfire, Data Stops Being Human B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 18

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This paper cites and McAfee, A.

When Incentives Backfire, Data Stops Being Human and McAfee, A

Reference 19

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This paper cites P., Bennert, N., Urry, C.

When Incentives Backfire, Data Stops Being Human P., Bennert, N., Urry, C

Reference 20

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This paper cites data labelers.

When Incentives Backfire, Data Stops Being Human data labelers

Reference 21

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This paper cites Iconary: A pictionary-based game for testing multimodal communication with drawings and text.

When Incentives Backfire, Data Stops Being Human Iconary: A pictionary-based game for testing multimodal communication with drawings and text

Reference 22

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This paper cites Common Crawl Dataset , 2021.

When Incentives Backfire, Data Stops Being Human Common Crawl Dataset , 2021

Reference 23

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This paper cites Predicting protein structures with a multiplayer online game.

When Incentives Backfire, Data Stops Being Human Predicting protein structures with a multiplayer online game

Reference 24

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This paper cites and Joler, V.

When Incentives Backfire, Data Stops Being Human and Joler, V

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This paper cites Reconsidering the trade-off between expertise and flexibility: A cognitive entrenchment perspective.

When Incentives Backfire, Data Stops Being Human Reconsidering the trade-off between expertise and flexibility: A cognitive entrenchment perspective

Reference 26

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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This paper cites L., Olafsen, A.

When Incentives Backfire, Data Stops Being Human L., Olafsen, A

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This paper cites Imagenet: A large-scale hierarchical image database.

When Incentives Backfire, Data Stops Being Human Imagenet: A large-scale hierarchical image database

Reference 29

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This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

When Incentives Backfire, Data Stops Being Human Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 30

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This paper cites Global shift: Mapping the changing contours of the world economy.

When Incentives Backfire, Data Stops Being Human Global shift: Mapping the changing contours of the world economy

Reference 31

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This paper cites D., Ewell, P.

When Incentives Backfire, Data Stops Being Human D., Ewell, P

Reference 32

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When Incentives Backfire, Data Stops Being Human X., Taori, R., Zhang, T., Gulrajani, I., Ba, J., Guestrin, C., Liang, P

Reference 33

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This paper cites Real or fake text?: Investigating human ability to detect boundaries between human-written and machine-generated text.

When Incentives Backfire, Data Stops Being Human Real or fake text?: Investigating human ability to detect boundaries between human-written and machine-generated text

Reference 34

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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When Incentives Backfire, Data Stops Being Human and Nehmad, E

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When Incentives Backfire, Data Stops Being Human and Bruckman, A

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When Incentives Backfire, Data Stops Being Human Y., Ilharco, G., Fang, A., Hayase, J., Smyrnis, G., Nguyen, T., Marten, R., Wortsman, M., Ghosh, D., Zhang, J., et al

Reference 38

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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When Incentives Backfire, Data Stops Being Human \"U ber-alienated: Powerless and alone in the gig economy

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When Incentives Backfire, Data Stops Being Human and Cohen, V

Reference 41

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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When Incentives Backfire, Data Stops Being Human Google uses esp game to tag images

Reference 44

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When Incentives Backfire, Data Stops Being Human ‘mass theft’: Thousands of artists call for ai art auction to be cancelled

Reference 45

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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When Incentives Backfire, Data Stops Being Human A Neural Representation of Sketch Drawings

Reference 47

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When Incentives Backfire, Data Stops Being Human The unreasonable effectiveness of data

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When Incentives Backfire, Data Stops Being Human How the ai industry profits from catastrophe

Reference 49

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When Incentives Backfire, Data Stops Being Human Stack overflow bans users en masse for rebelling against openai partnership

Reference 50

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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When Incentives Backfire, Data Stops Being Human A., Welbl, J., Clark, A., et al

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When Incentives Backfire, Data Stops Being Human Unresolved cited work

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This paper cites From the American system to mass production, 1800-1932: The development of manufacturing technology in the United States.

When Incentives Backfire, Data Stops Being Human From the American system to mass production, 1800-1932: The development of manufacturing technology in the United States

Reference 54

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When Incentives Backfire, Data Stops Being Human and Bernstein, M

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When Incentives Backfire, Data Stops Being Human Human or Not? A Gamified Approach to the Turing Test

Reference 56

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When Incentives Backfire, Data Stops Being Human H., Brown, L., Cheng, J., Khan, M., Gupta, A., Workman, D., Hanna, A., Flowers, J., and Gebru, T

Reference 57

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When Incentives Backfire, Data Stops Being Human Types of motivation affect study selection, attention, and dropouts in online experiments

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When Incentives Backfire, Data Stops Being Human and Tversky, A

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When Incentives Backfire, Data Stops Being Human Scaling Laws for Neural Language Models

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When Incentives Backfire, Data Stops Being Human Tesla ai day: Full self-driving and neural network training

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When Incentives Backfire, Data Stops Being Human On the folly of rewarding a, while hoping for b

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Observation 8193279b-1348-45a7-9c72-be39dd567f90 · outbound

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When Incentives Backfire, Data Stops Being Human C., Group, F

Reference 63

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b504f72-8c3c-41cc-9278-205d85bd7d02 · outbound

This paper cites Dynabench: Rethinking Benchmarking in NLP.

When Incentives Backfire, Data Stops Being Human Dynabench: Rethinking Benchmarking in NLP

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:48.971268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a036e2be-a0a6-44fa-b244-fb3ec297ff17 · outbound

This paper cites Soda: Million-scale dialogue distillation with social commonsense contextualization.

When Incentives Backfire, Data Stops Being Human Soda: Million-scale dialogue distillation with social commonsense contextualization

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:50.017381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cef4814e-5eef-414c-9f40-c403e9c79d23 · outbound

This paper cites V., Bernstein, M., Gerber, E., Shaw, A., Zimmerman, J., Lease, M., and Horton, J.

When Incentives Backfire, Data Stops Being Human V., Bernstein, M., Gerber, E., Shaw, A., Zimmerman, J., Lease, M., and Horton, J

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:50.007900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea5a2552-968a-4eba-a6fc-6ef09ed12e56 · outbound

This paper cites E., and Gurevych, I.

When Incentives Backfire, Data Stops Being Human E., and Gurevych, I

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.998221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d1bcdde-c312-47ca-8716-001387599e14 · outbound

This paper cites On efficient and statistical quality estimation for data annotation.

When Incentives Backfire, Data Stops Being Human On efficient and statistical quality estimation for data annotation

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.987823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f15c223-c8cc-4613-afd3-7072217fe6a7 · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

When Incentives Backfire, Data Stops Being Human AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:48.987816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e81de56c-80c1-4673-b25b-524baa1a0226 · outbound

This paper cites A Theory of Fun for Game Design.

When Incentives Backfire, Data Stops Being Human A Theory of Fun for Game Design

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.977828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0fe56286-97a7-404f-af8d-e34e9dfc0d4c · outbound

This paper cites The Unintended Consequences of Censoring Digital Technology -- Evidence from Italy's ChatGPT Ban.

When Incentives Backfire, Data Stops Being Human The Unintended Consequences of Censoring Digital Technology -- Evidence from Italy's ChatGPT Ban

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:47:49.423872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc9ee1d4-b6b5-4ec7-a7a5-d0b936693381 · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:48.997702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b52a2cd-86f5-4d7f-a9b4-9f96a7a9ff2c · outbound

This paper cites C., and Bol, N.

When Incentives Backfire, Data Stops Being Human C., and Bol, N

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.962691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14c4f91f-9fab-4384-8616-46e1b922e352 · outbound

This paper cites Motivations to participate in online communities.

When Incentives Backfire, Data Stops Being Human Motivations to participate in online communities

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.004496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f9f1f9-4a2b-44c4-9dd2-0ff1cc668e3f · outbound

This paper cites Improving Task Instructions for Data Annotators: How Clear Rules and Higher Pay Increase Performance in Data Annotation in the AI Economy.

When Incentives Backfire, Data Stops Being Human Improving Task Instructions for Data Annotators: How Clear Rules and Higher Pay Increase Performance in Data Annotation in the AI Economy

Reference 75

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:47:49.342098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce18e60d-9003-41fa-928a-230eeb543487 · outbound

This paper cites How eve online players saved real-world scientists 330 years of research on covid-19, May 2021.

When Incentives Backfire, Data Stops Being Human How eve online players saved real-world scientists 330 years of research on covid-19, May 2021

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.953591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7298e74d-f748-4de8-863a-9208179b32fd · outbound

This paper cites Deduplicating training data makes language models better.

When Incentives Backfire, Data Stops Being Human Deduplicating training data makes language models better

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.014309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd87dcf8-988c-4c3a-a7c0-201c1f613c2a · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:47:49.939098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84d1c540-7946-4c5d-887e-899d95c2444c · outbound

This paper cites overjustification.

When Incentives Backfire, Data Stops Being Human overjustification

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.929928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 279e22a6-a87e-490a-9f1e-a681fff74653 · outbound

This paper cites Y., Bansal, H., Guha, E., Keh, S.

When Incentives Backfire, Data Stops Being Human Y., Bansal, H., Guha, E., Keh, S

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.023624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4473641d-4ce5-4cea-acd4-88356133b9e3 · outbound

This paper cites LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions.

When Incentives Backfire, Data Stops Being Human LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.027055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fbc6606-4d4c-438c-8e52-20871ec66072 · outbound

This paper cites J., Schawinski, K., Slosar, A., Land, K., Bamford, S., Thomas, D., Raddick, M.

When Incentives Backfire, Data Stops Being Human J., Schawinski, K., Slosar, A., Land, K., Bamford, S., Thomas, D., Raddick, M

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.914873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cd1ad33-6bb7-487d-b8d3-7b5d225c6b96 · outbound

This paper cites How to calculate worker compensation for amazon mechanical turk, 2024.

When Incentives Backfire, Data Stops Being Human How to calculate worker compensation for amazon mechanical turk, 2024

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.905443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f326e2e7-6a5d-46ff-ad1c-830851e4233e · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:47:49.895757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 481cd401-f762-472c-b13b-88baed4f7aa6 · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:47:49.886435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ad4fa24-d544-4a43-82cc-a385b25d1e2b · outbound

This paper cites performance of crowds.

When Incentives Backfire, Data Stops Being Human performance of crowds

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.876188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0551d684-344f-471a-88c5-2a80d99383f6 · outbound

This paper cites Exploring the Privacy Risks of Adversarial VR Game Design.

When Incentives Backfire, Data Stops Being Human Exploring the Privacy Risks of Adversarial VR Game Design

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.047471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a2d496-195d-4b12-bc1c-9b87c90ad4f3 · outbound

This paper cites Collaborative dialogue in minecraft.

When Incentives Backfire, Data Stops Being Human Collaborative dialogue in minecraft

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.864646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 26081387-97c2-4b2a-9744-39f72d255802 · outbound

This paper cites Quality not quantity: On the interaction between dataset design and robustness of clip.

When Incentives Backfire, Data Stops Being Human Quality not quantity: On the interaction between dataset design and robustness of clip

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.854798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5258b6a6-8f60-47b7-9bbf-d59327cf3096 · outbound

This paper cites Training AI to be Loyal.

When Incentives Backfire, Data Stops Being Human Training AI to be Loyal

Reference 90

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:47:49.311995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bda0bdf-c89c-432c-948a-80e4908f29ff · outbound

This paper cites Chatgpt: Openai language model.

When Incentives Backfire, Data Stops Being Human Chatgpt: Openai language model

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.844737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ad3ff77-7174-4623-91f9-186c42bb931e · outbound

This paper cites Captcha if you can: how you’ve been training ai for years without realising it, 2018.

When Incentives Backfire, Data Stops Being Human Captcha if you can: how you’ve been training ai for years without realising it, 2018

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.834899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2d9074d-a5f1-41a8-86f3-236b907d5a14 · outbound

This paper cites S., Popowski, L., Cai, C., Morris, M.

When Incentives Backfire, Data Stops Being Human S., Popowski, L., Cai, C., Morris, M

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.824759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c24b7692-c5fb-4db7-8627-d08feb2f2ba5 · outbound

This paper cites S., O'Brien, J., Cai, C.

When Incentives Backfire, Data Stops Being Human S., O'Brien, J., Cai, C

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.073479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcb39513-4439-4905-83fc-7d2ac2193569 · outbound

This paper cites Exclusive: Openai used kenyan workers on less than \ 2 per hour to make chatgpt less toxic.

When Incentives Backfire, Data Stops Being Human Exclusive: Openai used kenyan workers on less than \ 2 per hour to make chatgpt less toxic

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.809470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c84da682-a42b-4f66-8e8c-98119e175f3b · outbound

This paper cites Data scarcity: When will ai hit a wall?, 2025.

When Incentives Backfire, Data Stops Being Human Data scarcity: When will ai hit a wall?, 2025

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.799406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ace6873-71df-4ab6-9dfc-e760818fa06f · outbound

This paper cites Prolific vs.

When Incentives Backfire, Data Stops Being Human Prolific vs

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.789570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 311b8323-d2f0-4ebc-ade4-087d0b7e1973 · outbound

This paper cites Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots.

When Incentives Backfire, Data Stops Being Human Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.086583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319fc8d0-d1d8-4840-9259-e5806381c303 · outbound

This paper cites The Evolution of LLM Adoption in Industry Data Curation Practices.

When Incentives Backfire, Data Stops Being Human The Evolution of LLM Adoption in Industry Data Curation Practices

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-08T11:47:49.090446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ebe86df-fd9b-43d7-8c16-1df30703c82b · outbound

This paper cites and Bonds-Raacke, J.

When Incentives Backfire, Data Stops Being Human and Bonds-Raacke, J

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:47:49.779430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers