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Paper Citation Record · LEDGER

When Incentives Backfire, Data Stops Being Human

As of 8 August 2026, this Paper Citation Record lists 100 of 132 outbound references and 1 inbound Pith citation observation for arXiv:2502.07732.

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

pith.paper-citation-record.v1
2502.07732 v2

Coverage vector

measured 100 of 132 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:47:49.093846Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T14:01:29.175202Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T14:05:29.727911Z

Reference resolution

100 of 132 outbound references displayed

  • verified exact5
  • verified fuzzy21
  • unresolved74
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acc288c0-842e-42f6-be53-c8bfc6df21d1 · outbound

This paper cites write newline.

When Incentives Backfire, Data Stops Being Human write newline

Reference 1

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:47:48.762503Z digest=sha256:f9e92e3dd7a34173fb043d652f16346df175ec775efc1f979ec9d4dde320bf53

Observation 4e3a4265-090e-48c0-b775-c011ad923fe5 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.767577Z digest=sha256:facb232fda91b15067d92d0b6be5ebafba66c51e7a17078c2f3c6dc13435c47c

Observation 1e8d7404-7460-49ef-99ae-63f98ba64603 · outbound

This paper cites E., Gershman, S.

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

Reference 3

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source=arxiv_source observed=2026-08-08T11:47:48.771843Z digest=sha256:c7c1a62b175bd719380bf51162532a84f088ec005e12e6d4eee9eacc359618a7

Observation 3f7d0063-5fca-49cd-b654-e1ea2b4bdf00 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.775565Z digest=sha256:87be5dbb9369173ab36aa73cb61b12722e4df8707cf1c05dbdd43b6f0145d798

Observation 64570f03-3f7f-4b97-82ca-1cc426060592 · outbound

This paper cites P., Busby, E.

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

Reference 5

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source=arxiv_source observed=2026-08-08T11:47:48.779157Z digest=sha256:75544e509316bc6994cd5a55a51362858c9f9902bc5b0956e0ca6760ce2c4d1d

Observation 388ba2c0-0d88-4e3a-ace8-d49a0e311dbb · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.782717Z digest=sha256:7eb200bf9eb8481055fc28d443f2dabe33f38840e043071ecdf42dc9bd99ea95

Observation 5b62b261-40b2-4850-8229-901f160fb81a · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.786481Z digest=sha256:09bee26a3161057237448c0623af4221e8da1185017707f8bdee2e9377d1ee0d

Observation ead1498c-8c06-4e7b-aa4f-483e387efdca · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.790034Z digest=sha256:76ebc149f571ef6a5d900b6feb9e6ceac377c554812ab3cb78db1eddb88d1913

Observation 6eda5cdd-3e5b-4393-b815-1c570496525e · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 9

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source=arxiv_source observed=2026-08-08T11:47:48.793251Z digest=sha256:f42fdf98cc0e9628e6c5f947fba674b13ed84b5dfb54a941fb52eafe5f5dffc2

Observation 2aaf1369-026e-454c-8983-67702589c7f0 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.796645Z digest=sha256:c8a9534e5ec38b6df724ca794c5aff38c687dff6153bf1b97706426ed8526c15

Observation 5410f1f2-a3e8-4af8-be82-743954089345 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.800571Z digest=sha256:a36693a9e7da5022a7ce14809ce87c31a8cece57bafcf65ab0ee812f1c63e894

Observation 6c74f3c9-71b8-4f7d-9a2c-ee3295be3bf3 · outbound

This paper cites Social science for pennies.

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

Reference 12

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source=arxiv_source observed=2026-08-08T11:47:48.803770Z digest=sha256:4e4f380660c6ca113dfaf7036c4c800e41b26cf628b45a12486d77f5cf4e8795

Observation c63fdbce-011d-4b68-acc3-e31e0f551c3a · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.806968Z digest=sha256:79cffc51585dd505a3466d9954f5c77e1d37b094e5febf10442c89e7b237deb3

Observation 1e126bd2-8017-4e0c-a583-4aee43a1ca6f · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.810457Z digest=sha256:4bfcd6a98f565f902606b1360c062648cb858a4a905560e2434e6c6968aef58f

Observation 319ee2bc-79d5-4f23-a39a-3f445aa8aa70 · outbound

This paper cites and Prentice, G.

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

Reference 15

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source=arxiv_source observed=2026-08-08T11:47:48.813791Z digest=sha256:15f7a59b25452fd3bd8bc7fddbf200c337388fb6f902b406fc3d4b31a8707725

Observation 8f9ccc75-a329-49cc-9169-0a06f721a562 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.817092Z digest=sha256:0de3ba6d73ceeb97908dc63024fdc2d31b99dc6798f41d2ec563a3ad24a43cde

Observation 0e3de286-2654-45a0-b6e2-4c48351f1845 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.820042Z digest=sha256:90ea478b3adf6a1f9a857568cb4c147047880ffdf35e34971607a4b37d05d7dd

Observation f6b64205-3fdd-4f2d-ac75-be5712968456 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.823561Z digest=sha256:7b0f2984534bd599cfde7b620e3aa5dc76df9b920b9738139074c02186ec8b35

Observation 909d1838-ce9c-46a3-81f5-cd4445b75ba8 · outbound

This paper cites and McAfee, A.

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

Reference 19

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source=arxiv_source observed=2026-08-08T11:47:48.826884Z digest=sha256:41d7dbf9ba71bd92f2c4c484eebd0d720d2c12f77a32057d502771a82b26d24c

Observation 3aebcae1-ff13-4a46-bc3d-c05017d142fc · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.829974Z digest=sha256:d0d0cf175c5b5395fab794f12f75ab31c4d3bf9ec2b7ca56e0cbb0c52153219a

Observation 65c1ae73-b9ca-4f09-838a-677f6c04c104 · outbound

This paper cites data labelers.

When Incentives Backfire, Data Stops Being Human data labelers

Reference 21

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source=arxiv_source observed=2026-08-08T11:47:48.833638Z digest=sha256:06ca72d77ea0ef85c9d8c59520b2036be38e1b7b000f61f4126096f25225a401

Observation 47dbfb8a-cc25-48a9-b481-d575de5dcd62 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.836776Z digest=sha256:ea76e8e52ccad64021764999254bdccaf0d409096ab1f3ba8448661647a4b603

Observation a6b27b7d-faac-465e-a40c-60f94c8e7827 · outbound

This paper cites Common Crawl Dataset , 2021.

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

Reference 23

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source=arxiv_source observed=2026-08-08T11:47:48.839991Z digest=sha256:388c1ee42e5c3b7cb58a6355ecb3889058e44ce50caeb2d45b0eff8232e503e9

Observation 2da12666-45e0-4d1c-b82d-04bd8b75f6e5 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.843159Z digest=sha256:a12296e4b0996b93994be7d3c1ca105858d3187babdf99f8c82cb7aab45f31ab

Observation 3618f56e-0d77-4cff-b59f-015ecc19f64d · outbound

This paper cites and Joler, V.

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

Reference 25

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source=arxiv_source observed=2026-08-08T11:47:48.846300Z digest=sha256:dfd01f9382b2f715ed1118eac34a779a377221cbc368801c4f9bb673a8e4059a

Observation 845f9886-7ba8-459d-a830-d4a482ffe828 · outbound

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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verified exact
doi, observed 2026-08-08T11:47:49.250090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.849612Z digest=sha256:f9654a2effec80ea622e19e358e2a8e6172025de212856aebf5736eb0871ad85

Observation 9d532fe5-6b7e-4188-9cd8-c36b9c47c684 · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-08-08T11:47:48.852929Z digest=sha256:746a419511ce44082e73b7ff5b4a85f8ee71c993be144ac74efa9f4aa2265e9a

Observation 0e42ea62-014a-49d1-ad7a-48b5c515ace4 · outbound

This paper cites L., Olafsen, A.

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

Reference 28

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source=arxiv_source observed=2026-08-08T11:47:48.856231Z digest=sha256:c8b11dbe2d4c6216d4921858fb509501e8453cc1847dd5e4d971febb1833a2e3

Observation cd3e9f37-d478-4a4f-a07c-aa7e01df0074 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.859435Z digest=sha256:322bb254b5500f3f806397f34f07a579219bfb6f5f0ff3bfbae667cda9706e16

Observation f09ccaea-3a44-46a0-8ed1-c825f612cb36 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.862529Z digest=sha256:3e3c4f5a070579d749cbfc1d5a59a85c88832abec42f52453c06d3fff71db219

Observation a7099d8d-346e-4412-aacd-a217c5081634 · outbound

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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source=arxiv_source observed=2026-08-08T11:47:48.865525Z digest=sha256:b9e72591cf089f5903565545ce21354e0fbbec776c64c40d0392c08b379a6cb1

Observation 76c4d06a-b352-4606-80a4-4cc4759d704d · outbound

This paper cites D., Ewell, P.

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

Reference 32

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source=arxiv_source observed=2026-08-08T11:47:48.868564Z digest=sha256:90f368ab956fc96bd450b9f4d2e818fee9377c3fe2189a5f0dde9d3343ad9f67

Observation 2bf45bb9-b7fe-4e07-b38e-e98bb7381c59 · outbound

This paper cites X., Taori, R., Zhang, T., Gulrajani, I., Ba, J., Guestrin, C., Liang, P.

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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source=arxiv_source observed=2026-08-08T11:47:48.871777Z digest=sha256:ee807874a91b234000f048872babb4598805f0d5b73268ca76ba0e9d9c411572

Observation b3c6aa81-1f7a-4d24-91af-d3bf393ea2bf · outbound

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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Observation 8e694657-fb7a-4d54-b09f-d42ac95f9ba7 · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 35

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Observation f8016867-dfe6-4846-b670-e747469f1ec1 · outbound

This paper cites and Nehmad, E.

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

Reference 36

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source=arxiv_source observed=2026-08-08T11:47:48.881371Z digest=sha256:055a311e44dafe16dacf26fc299d346ef65f123efe5370eae0691ea8054b7196

Observation 0b5502f4-9b21-489c-b5fe-30fc22bad446 · outbound

This paper cites and Bruckman, A.

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

Reference 37

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source=arxiv_source observed=2026-08-08T11:47:48.884763Z digest=sha256:610d19133ee33d62c56d3d972a2fbb126c27de35b86c1b7c61b2d6895c54c71f

Observation 81351f74-c7d0-48b9-97a1-555b9d6db8c1 · outbound

This paper cites Y., Ilharco, G., Fang, A., Hayase, J., Smyrnis, G., Nguyen, T., Marten, R., Wortsman, M., Ghosh, D., Zhang, J., et al.

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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source=arxiv_source observed=2026-08-08T11:47:48.888102Z digest=sha256:1b1c2ed2e3cf67cfb665fc66eb58d0604abb1fec9ab6c69c0aa0caee8dd5d334

Observation 6fe322f1-2c86-4d17-a5ee-a4e55df64dea · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 39

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source=arxiv_source observed=2026-08-08T11:47:48.891246Z digest=sha256:4a54e02cfee2cdca9c93480e5d3ef04d6b786a9888cebfe70312aa8d2d43d525

Observation e6d51036-474d-409f-9a9b-2ed89342bbe8 · outbound

This paper cites \"U ber-alienated: Powerless and alone in the gig economy.

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

Reference 40

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source=arxiv_source observed=2026-08-08T11:47:48.894514Z digest=sha256:a01214282a6cc188e32caf48c7657526b392a974518b91924a10ca1f47ec0128

Observation 05224dad-e434-470f-8ae7-9a59ec4ee96b · outbound

This paper cites and Cohen, V.

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

Reference 41

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no resolver link, observed 2026-08-08T11:47:48.897608Z

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source=arxiv_source observed=2026-08-08T11:47:48.897608Z digest=sha256:14cdf41de7f72d95b45c9f7e67e56f04de07f00d31dfdf9da583c156649994a5

Observation 056ae13b-d68b-4f40-be1c-4420274c72bd · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 42

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no resolver link, observed 2026-08-08T11:47:48.900837Z

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source=arxiv_source observed=2026-08-08T11:47:48.900837Z digest=sha256:9a62fe17326bedc5628a889c4d45e57eff65a4432d20c5fc22ba4bf6405c02b9

Observation 743c8576-8ce8-4d2d-98ee-a0091d58e126 · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-08T11:47:48.903995Z

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source=arxiv_source observed=2026-08-08T11:47:48.903995Z digest=sha256:5eac157bb95de7d6ad197b5543f2a2c663219d97ab1495d6c7abe2b54274a866

Observation 64ba6167-26ef-4367-afa5-671fc6f31d91 · outbound

This paper cites Google uses esp game to tag images.

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

Reference 44

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no resolver link, observed 2026-08-08T11:47:48.907200Z

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source=arxiv_source observed=2026-08-08T11:47:48.907200Z digest=sha256:b0fda620ab20783e03d18f355b26a997b04ffb3e8d5a252c02e2a967c7cca2c9

Observation a83368ec-5611-4c4a-878d-44d8fabc0fd9 · outbound

This paper cites ‘mass theft’: Thousands of artists call for ai art auction to be cancelled.

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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no resolver link, observed 2026-08-08T11:47:48.910305Z

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source=arxiv_source observed=2026-08-08T11:47:48.910305Z digest=sha256:edc868c918adf95ec3f28d9d0a0eae85a463300078a73deb5151e17542dbc522

Observation e57293b5-a274-41ef-a87b-b2f5d4c3d8bd · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-08T11:47:48.913830Z

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source=arxiv_source observed=2026-08-08T11:47:48.913830Z digest=sha256:f4fc89a22ef1c428d61a6341cf3cd00efb3f585dd4f90a7b82f78819637e3545

Observation ab1151d1-9c64-4a37-b6ad-0ffd9b29a795 · outbound

This paper cites A Neural Representation of Sketch Drawings.

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

Reference 47

Resolution
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no resolver link, observed 2026-08-08T11:47:48.916854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:47:48.916854Z digest=sha256:74683f252201315d3e3c733959a01a01c4560ec1fe3d4442bab017b4324f037c

Observation ae83415d-deb2-4e90-b70f-af4576b40e6d · outbound

This paper cites The unreasonable effectiveness of data.

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

Reference 48

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no resolver link, observed 2026-08-08T11:47:48.920258Z

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source=arxiv_source observed=2026-08-08T11:47:48.920258Z digest=sha256:1e86e87858b669ca4f56fde010a17519a82f78a96b3813109d88763f31ba3f63

Observation 15b34bda-3440-415b-8bce-fcb28cfa0f26 · outbound

This paper cites How the ai industry profits from catastrophe.

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

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T11:47:48.923206Z

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source=arxiv_source observed=2026-08-08T11:47:48.923206Z digest=sha256:d449f14adb34ae810c6d663da4e4f94e2386fb883600f2da4b7f21b2cbac2bb9

Observation eb6c0733-f6bf-403e-91ad-dd0a206c897b · outbound

This paper cites Stack overflow bans users en masse for rebelling against openai partnership.

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

Reference 50

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unresolved
no resolver link, observed 2026-08-08T11:47:48.926612Z

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source=arxiv_source observed=2026-08-08T11:47:48.926612Z digest=sha256:cbf1ada07dbd0b1516077294570130b8fd1791f0a36109302f8c7f401d00416a

Observation 29cf145b-8b13-4d7e-9276-43d18addb11b · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-08T11:47:48.929752Z

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source=arxiv_source observed=2026-08-08T11:47:48.929752Z digest=sha256:a5a29569dd6a670482ed3cdfdd9b47b069b0f8a82f82df3a0230181574562a7d

Observation cc8d3796-b4d6-47b9-97b6-6e2dfb38b4ed · outbound

This paper cites A., Welbl, J., Clark, A., et al.

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

Reference 52

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no resolver link, observed 2026-08-08T11:47:48.933050Z

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source=arxiv_source observed=2026-08-08T11:47:48.933050Z digest=sha256:f73100fda3db7f4b7f88f74c1a060995a5d8c592a0f8b85d9e3dff915f3ac9c7

Observation 0eec9cfb-6ffe-425f-8e16-6e469e2f1aed · outbound

This paper cites an unresolved cited work.

When Incentives Backfire, Data Stops Being Human Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-08T11:47:48.936214Z

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source=arxiv_source observed=2026-08-08T11:47:48.936214Z digest=sha256:60d9f5f0204cb4ef4fe4635f9bf77509de089d2c22423758f64058fa3a0e3484

Observation 253bbc86-99fe-463c-aab4-1f49b1e63fd6 · outbound

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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no resolver link, observed 2026-08-08T11:47:48.939684Z

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source=arxiv_source observed=2026-08-08T11:47:48.939684Z digest=sha256:0de68d134d4f7ebc758b305d46cc69d24ef377066247855daa2f0ecfb5f7e41c

Observation b5c656d1-f179-4baf-b034-3d2cf0bee164 · outbound

This paper cites and Bernstein, M.

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

Reference 55

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no resolver link, observed 2026-08-08T11:47:48.942823Z

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source=arxiv_source observed=2026-08-08T11:47:48.942823Z digest=sha256:4447e3abe037b2d877e4cecf136f51a10c98fb48ff6da3811f65a5ce1cf5c0ff

Observation f1be6df2-6e34-4a4a-b42d-2c59a3b9ea6c · outbound

This paper cites Human or Not? A Gamified Approach to the Turing Test.

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

Reference 56

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no resolver link, observed 2026-08-08T11:47:48.945836Z

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source=arxiv_source observed=2026-08-08T11:47:48.945836Z digest=sha256:ee164bb971b12a7dd879ea2a756937be437ebf4e9989fb7857bbe1224a18bd73

Observation f807ebcc-c31f-4537-beeb-3e789cf3084a · outbound

This paper cites H., Brown, L., Cheng, J., Khan, M., Gupta, A., Workman, D., Hanna, A., Flowers, J., and Gebru, T.

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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no resolver link, observed 2026-08-08T11:47:48.949191Z

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source=arxiv_source observed=2026-08-08T11:47:48.949191Z digest=sha256:cbef910ebc6e70701b62ab78017113d547dc8eee1e9fde5d0c455e9bca05ce55

Observation 3d8747d4-48d8-45a8-aeb6-9f96a277e4c2 · outbound

This paper cites Types of motivation affect study selection, attention, and dropouts in online experiments.

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

Reference 58

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no resolver link, observed 2026-08-08T11:47:48.952343Z

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source=arxiv_source observed=2026-08-08T11:47:48.952343Z digest=sha256:63d7fe8e157e7a3cdfa2f0c544f1eef1b0717ca2a5d4c5d8dcda40eb7525ac58

Observation d1780722-61f8-48b1-95aa-3fcded86287d · outbound

This paper cites and Tversky, A.

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

Reference 59

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no resolver link, observed 2026-08-08T11:47:48.955413Z

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source=arxiv_source observed=2026-08-08T11:47:48.955413Z digest=sha256:8b84f7b14ac13282348e57ac2866b686eaf55593987110bba7ce0eb6090443dc

Observation ba0674ad-0046-4e72-a042-e74768de5cb9 · outbound

This paper cites Scaling Laws for Neural Language Models.

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

Reference 60

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no resolver link, observed 2026-08-08T11:47:48.958694Z

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source=arxiv_source observed=2026-08-08T11:47:48.958694Z digest=sha256:809b6556a61baa960eec29e9fb41bfce18307d02ff119b29f3497b17938d02e3

Observation 35a2d1ea-a4c2-4b85-a22b-defce586d9e1 · outbound

This paper cites Tesla ai day: Full self-driving and neural network training.

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

Reference 61

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no resolver link, observed 2026-08-08T11:47:48.961878Z

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source=arxiv_source observed=2026-08-08T11:47:48.961878Z digest=sha256:5554bfc4fe17fc0eabd098fb5f3062132a85d9e7fa0519699af90cacb59fc637

Observation bcd190c0-2aaf-40da-b363-2bc1f6ea94f4 · outbound

This paper cites On the folly of rewarding a, while hoping for b.

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

Reference 62

Resolution
verified exact
doi, observed 2026-08-08T11:47:49.233695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.964802Z digest=sha256:3ff1da6ce4dce81d595afe5ad4a2b384a20c98b9b2fbef2bf12422b49dd5b459

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

This paper cites C., Group, F.

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

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:47:50.128689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.968129Z digest=sha256:8e1db7172c34b1cd8a946924294968f147411d429b2161a34ad9a9bc1af32f93

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.

source=arxiv_source observed=2026-08-08T11:47:48.971268Z digest=sha256:9140638040f8f86236c8d54088923297d86c70fa0e2bd6ea8906caaadc1441b5

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.974738Z digest=sha256:bb86742a692b566c15e217e920f1d791ebabd5c07b64b6e9a4aebad02a1acc38

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.977916Z digest=sha256:1c818980b507a67d9368557124fa00b0377043c8c6960873984f758f72065d4c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.981388Z digest=sha256:beab93a133999c62acb914cb385053144aff9adf5826ea2ee9eebdb4e2ea1267

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.984736Z digest=sha256:4aac4884f189322b4bc0a05acbb2a33cbf0bb814dc2665d341d9fdd2f93dfbad

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.

source=arxiv_source observed=2026-08-08T11:47:48.987816Z digest=sha256:3d77b4a5888ddf8ebdbfdc40c53f710fbaab3c890a251be37e99cd70c2d0a376

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.991322Z digest=sha256:e99d568098d136ff8e6bcdd3ea46a30e76ea33beaa5c8ecee6c612fd88068e52

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:48.994359Z digest=sha256:4096f078c52e6c523fe225ad1322936f93edee4201d676cdfbd1e376acb3904f

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T11:47:48.997702Z digest=sha256:226979190279a853384e2cf8afdfcc47f3c13bb661b37592a870f4761a399786

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.000958Z digest=sha256:0f3202151a14464cfd646b3ec69eae0159e4e561c83f6f0b7d7d93d1874988f1

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.

source=arxiv_source observed=2026-08-08T11:47:49.004496Z digest=sha256:fc26411488463d4a55139512bdcdb61e7118c6f86fac85079ee2fe482c6dc3e4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.007569Z digest=sha256:84fd5dee8294cdab7a31602a8a0dabf6ddb601ad349e824b7ac7d0d0f67935a8

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.011060Z digest=sha256:8274173988feeb79e087aedc694effd222639131251e47c68b1e1aa27a1b306b

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.

source=arxiv_source observed=2026-08-08T11:47:49.014309Z digest=sha256:9176e5997066f39105933d9314ce6e6d40a549724b37a1c5c9e8364760e53d7f

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

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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.017496Z digest=sha256:7b407adabe9d67a1426ee9225f8da867439a8f9939da1bd86c6d406a977faa3a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.020533Z digest=sha256:1a7e44a141c2af0ec7043843e0f3560cebe87b8c3817290501af5d727983f965

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.

source=arxiv_source observed=2026-08-08T11:47:49.023624Z digest=sha256:70c7b015ec2e6dd0778411712f23a56af3b9a64fe99b9a3fc05604a41c73cdcc

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.

source=arxiv_source observed=2026-08-08T11:47:49.027055Z digest=sha256:dfa3d98574cafd60a6712de52b865406f7485d4ebc33a3a31c6f36894310cab0

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.031010Z digest=sha256:143c98cf21f39190b14ef4083d1f77092be3ac9dcbd8f0d8f71625e1d7221752

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.034414Z digest=sha256:e56413834d37393159f0e7413f570078e76702f82601037521fc787352107099

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.037722Z digest=sha256:1a8630d4679ba4eb49223b18cdbc358364a5c72306f4ce8aac69be4758cbea05

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.040966Z digest=sha256:5761d84b696b7db2ea6109307b72966eea7783048997cd3bd318202c51329847

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.044160Z digest=sha256:f3e2ac61dae7a3cbed6712b047f201223c5ca5bb9c44768e40d39134d13e14c0

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.

source=arxiv_source observed=2026-08-08T11:47:49.047471Z digest=sha256:810178c1d1c5830665f96e15cf36d4fafda26e8524496a91f535b19be230a1a5

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.051383Z digest=sha256:b9e2d34b7ab9df72b744d9e8f4408a0e63a0cdb0cec07584a5707341f9c44248

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.054827Z digest=sha256:0ae95ba2efb40337f54ef3a063d3bc94d202d046daa73e85be398c83802fae15

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.059016Z digest=sha256:b48f3b3b4221cd53c864548ba50d5cdb4bc769e45747bfa8d056387884334798

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.062827Z digest=sha256:05071c8c319fbe04fa3bd554b32ad3019d8124da17b60b13d4c3969ab9fc8dff

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.066916Z digest=sha256:00c20501939023f3e0e514311df0acbd6a4b0cd2082326b2c04c88f7b26ff5b7

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.070245Z digest=sha256:9fa042bee2152edacbb9bacef4afabeda4415bf9de11cca243f00640369b75fc

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.

source=arxiv_source observed=2026-08-08T11:47:49.073479Z digest=sha256:d3e3a9a57f64e9083c00cc572197935623e946b2a15b07d53c34fdf80fe0031f

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.076633Z digest=sha256:f09aa9a923ceb8c34f304bd4548cc4e823f56bf524387347eefc9eecedcc3533

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.079682Z digest=sha256:7d74989d9ff70f587d3bad414014b658fd31d6558bfda25eaecab24442d461f8

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.083023Z digest=sha256:972a92f1f83c2411a4281b51cececa41cc3117428f183b95d41f7aff0c303b8d

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.

source=arxiv_source observed=2026-08-08T11:47:49.086583Z digest=sha256:3321b249c07d52bf90135be732f60cb9dbba901e14ce550bcfd885144fdb830f

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.

source=arxiv_source observed=2026-08-08T11:47:49.090446Z digest=sha256:d6bb8c5c13e73f6a63a318b10e148cb1c687a91851ec4bc1fe3f766c8b8bae78

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T11:47:49.093846Z digest=sha256:23ebe56f8e45d836eee1c5b9e56215176af425f8a8c1dec5302cf292dfadcd47

Pith citing papers

Observation b2ed2ccd-1713-453f-bb00-ff932c1d9093 · inbound

The Impact of AI-Generated Text on the Internet cites this paper.

The Impact of AI-Generated Text on the Internet When Incentives Backfire, Data Stops Being Human

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:05:29.730403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T14:01:29.175202Z digest=sha256:0fb237ac2925ced0d173296ddcf0cd2c162770db0e4699e4df46ee52e5090f23