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Paper Citation Record · LEDGER

Adultification Bias in LLMs and Text-to-Image Models

As of 9 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2506.07282.

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

pith.paper-citation-record.v1
2506.07282 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:42:53.560058Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

97 of 97 outbound references displayed

  • verified exact14
  • verified fuzzy3
  • unresolved72
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5ce625c-7623-4c80-a6f3-711682a0a45b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.256896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.256896Z digest=sha256:87f7b96042d46f519646b187a0acfe12673d67e3404b336c74a288f4ce604b20

Observation af754a89-7ac2-4707-8639-91378497f630 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 2

Resolution
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no resolver link, observed 2026-08-07T05:42:53.260938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.260938Z digest=sha256:d73e077fadb98980ccb5ad0a8e4d8efb13388e2ea8aaeac25b03c0673dc95c00

Observation 2ddbef6a-b0d4-4921-9000-40083cb0b814 · outbound

This paper cites Consistency-diversity-realism Pareto fronts of conditional image generative models.

Adultification Bias in LLMs and Text-to-Image Models Consistency-diversity-realism Pareto fronts of conditional image generative models

Reference 3

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.264147Z digest=sha256:c8525816f7a39e6bed054d6bcb5c5708a114fd26dab02ac0550ccf8944d1f86b

Observation 90ecea02-b224-4572-b168-7b196c187752 · outbound

This paper cites Griffiths.

Adultification Bias in LLMs and Text-to-Image Models Griffiths

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.267627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.267627Z digest=sha256:a9dd1e4c9f791f2fee67b557507647fa5f7636e1ef6bfa60003836714a1f37ac

Observation f43ca449-b2ab-4e36-bc9c-a5515d29df16 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Adultification Bias in LLMs and Text-to-Image Models Constitutional AI: Harmlessness from AI Feedback

Reference 5

Resolution
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no resolver link, observed 2026-08-07T05:42:53.273886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.273886Z digest=sha256:75a8a9f8e88d65a77a95e718e5bc9abfb2e1c26a39abe124c2b4b5d97075368e

Observation e2d65852-f221-4141-a1f8-432f4523623a · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-07T05:42:53.277225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.277225Z digest=sha256:434c5c83cb0b9a8989e7088d38f861f8d026ad88d1229665922b15d7ad84b4ac

Observation 1673d2a7-f242-482d-91cb-6fbc3dc2ea8a · outbound

This paper cites Venkatesh Babu, and Danish Pruthi.

Adultification Bias in LLMs and Text-to-Image Models Venkatesh Babu, and Danish Pruthi

Reference 7

Resolution
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no resolver link, observed 2026-08-07T05:42:53.280537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.280537Z digest=sha256:caa2513e5c9cd52124b66f8e55a530dde94efe3833095d8e099cb35af929a063

Observation 38696bfd-93f5-4c22-96c7-103415f18970 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.286988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.286988Z digest=sha256:160f4320bc3508b3b897020ca5f180f66fb33728386b4616e4038aef92794ea4

Observation 83d38929-d1b7-4753-8092-2120bfe10da2 · outbound

This paper cites Blake, Verna M.

Adultification Bias in LLMs and Text-to-Image Models Blake, Verna M

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.762230Z

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.

source=pdf_text observed=2026-08-07T05:42:53.289874Z digest=sha256:08946f2ff9364c7f08a056f71aa52e36c0af35a15129e874090ee22324f97a74

Observation bf28561c-7d50-4ec4-b32b-f59daccdc819 · outbound

This paper cites Large Language Models Reflect the Ideology of their Creators.

Adultification Bias in LLMs and Text-to-Image Models Large Language Models Reflect the Ideology of their Creators

Reference 11

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no resolver link, observed 2026-08-07T05:42:53.292831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.292831Z digest=sha256:8bee96f39aa75308ad60538837ff13d8a93c0c5c2a7172d9cb09478bd7edd32f

Observation 9becb4b8-1d30-4fcc-a983-c310c4537686 · outbound

This paper cites I’m a Strong Indepen- dent Black Woman.

Adultification Bias in LLMs and Text-to-Image Models I’m a Strong Indepen- dent Black Woman

Reference 12

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.752981Z

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.

source=pdf_text observed=2026-08-07T05:42:53.295961Z digest=sha256:5fcee7c63babe5cdc25c3099d66125378ee10b743e172a7bc0a8a0806f91132d

Observation 3d7746f9-fc3e-4c35-af27-ec7dceb311c1 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.298836Z digest=sha256:cb0476e80304c7c116ea4322cb96d446d624b9c2b6b43b8228e8a9f49292cf19

Observation 3412665c-411f-48e6-9bf7-226b54f45fba · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 14

Resolution
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no resolver link, observed 2026-08-07T05:42:53.301733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.301733Z digest=sha256:db219beaf4c78028d49cebc86296873426bc89f9a2ec17ca4da08d0337d61a64

Observation fd224497-9d1d-4b77-ae0e-b53b04e5b3da · outbound

This paper cites DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models.

Adultification Bias in LLMs and Text-to-Image Models DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.304807Z digest=sha256:02d9cb5cbf852d63b41e6e2260800aba950bf36536109c003c09ae7738d9343c

Observation 59ab7991-170c-4078-bb6d-c8aaf17a8e4c · outbound

This paper cites Alex Dow, Jean Garcia-Gathright, Nicholas Pan- gakis, Emily Sheng, Dan Vann, Matthew Vogel, and Hanna Wallach.

Adultification Bias in LLMs and Text-to-Image Models Alex Dow, Jean Garcia-Gathright, Nicholas Pan- gakis, Emily Sheng, Dan Vann, Matthew Vogel, and Hanna Wallach

Reference 16

Resolution
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no resolver link, observed 2026-08-07T05:42:53.307923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.307923Z digest=sha256:db0a7ce312b3e10a2ba5e73ab813c7a25fa45348cb9547ea9169908dc6156373

Observation 06c3399d-388d-46fb-ade9-13efdf0d7051 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 17

Resolution
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no resolver link, observed 2026-08-07T05:42:53.314659Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.314659Z digest=sha256:a43cbeddfb1d5fa051246ee34606f195c5df0450fca39b4f19e0e382faa1f750

Observation 05c9100c-6644-493f-a8b0-171252f31413 · outbound

This paper cites Taxonomizing Representational Harms using Speech Act Theory.

Adultification Bias in LLMs and Text-to-Image Models Taxonomizing Representational Harms using Speech Act Theory

Reference 18

Resolution
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local_arxiv, observed 2026-08-07T05:42:54.391245Z

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.

source=pdf_text observed=2026-08-07T05:42:53.311075Z digest=sha256:6897a5099054eefea4a9e28d5054396a79d27fa0b79c5ffdda939b946f443c11

Observation 46dade9b-af0f-416b-9478-376bddae3591 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 19

Resolution
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no resolver link, observed 2026-08-07T05:42:53.320886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.320886Z digest=sha256:99c38b5fe6d07306fc30ec45518705bd75675242888d4bf796906f9ae24530e9

Observation 440b0333-7141-431f-b071-fafa2206dc46 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-07T05:42:53.318018Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.318018Z digest=sha256:08692c9ea34b654f79f1fa009df984fce52291a4151d481b16ecdf607cffe990

Observation ae163bfc-0418-4281-8ead-cd23b7a82d3f · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.330163Z digest=sha256:e49d81c6fa77079ba522984dbefcd322ae6671d3a99a9b3a11fd6a6e60f306b5

Observation d2956929-8e26-4ece-afcc-a51f3cd03cbc · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 22

Resolution
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.333140Z digest=sha256:a843a988d5d2e0e0612df88cf262cb7d0994c408e577b2746b1ded42c3ef41a4

Observation 2e757bc3-154c-4264-9dac-7b1917f5309b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 23

Resolution
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no resolver link, observed 2026-08-07T05:42:53.327241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.327241Z digest=sha256:34355151facb995256289ffe48e4ea17ed7dabacb5687ee9c0f90a1f04c0a3ed

Observation 7b4a553f-1997-4426-94db-8058b8a43f05 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 24

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.729653Z

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.

source=pdf_text observed=2026-08-07T05:42:53.338755Z digest=sha256:599b6923dacbe692fa5dcae5cf44aa7563d8e59aef085d14b4dbb0541c6fa413

Observation 5f27a5f1-0abe-4459-bf35-9c2e79a32b1e · outbound

This paper cites French and Helen A.

Adultification Bias in LLMs and Text-to-Image Models French and Helen A

Reference 25

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.720477Z

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.

source=pdf_text observed=2026-08-07T05:42:53.341760Z digest=sha256:126330a897925464b61587bca7c56fb66bbb7b0f0d31921cb540ea7e67785186

Observation 89c2a122-abeb-451a-909d-a55e7a7f1494 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-07T05:42:53.336119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.336119Z digest=sha256:8da03ba8e502f0d9aed8fa40803762fe94cb455a87b269662606f96c3b5e12a9

Observation 4272e2b1-14d7-4787-8dd4-8d90bb8b657f · outbound

This paper cites Galvan and B.

Adultification Bias in LLMs and Text-to-Image Models Galvan and B

Reference 27

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.710265Z

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.

source=pdf_text observed=2026-08-07T05:42:53.347714Z digest=sha256:434e8defca533e340563ae83a23876bcb795584d04e62a291d0d4308595dd243

Observation 7b7e9bab-8769-4983-a062-6f4d899bccef · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.700629Z

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.

source=pdf_text observed=2026-08-07T05:42:53.350625Z digest=sha256:62b4380b10454d10da7dd62b8b99968690baa7d677c09e8bdf492bc013341240

Observation 5315fa85-2d08-4d40-a3ca-f0f4e641d115 · outbound

This paper cites Bias and Fairness in Large Language Models: A Survey.

Adultification Bias in LLMs and Text-to-Image Models Bias and Fairness in Large Language Models: A Survey

Reference 29

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.344745Z digest=sha256:0eed98fe07f37d42e8e85220349ed7022d0734fb0b625a70a38f7a9ea5c6a48a

Observation 41e63863-67ca-40c7-b13a-7cc81819ec5b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-07T05:42:53.356588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.356588Z digest=sha256:5cfdffa44e6557ac87dc394128eab1e2961c67e0b92099273f32b9c5990b62bf

Observation bf42ca4a-5f7d-4e92-90f2-7474520a799f · outbound

This paper cites Goyal, Katie L.

Adultification Bias in LLMs and Text-to-Image Models Goyal, Katie L

Reference 31

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:42:54.304908Z

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.

source=pdf_text observed=2026-08-07T05:42:53.359988Z digest=sha256:029e7573f8119a4db88e5e3c124840aaf1d5c9b240f270313dd287f0629fc1a5

Observation 623f5d54-103f-481a-bf8e-f13fcf686441 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.691224Z

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.

source=pdf_text observed=2026-08-07T05:42:53.353541Z digest=sha256:8826de24e8cd9c0c7f1fa94c8b7b527908a3735ea9e7e38a69da8998b4b6a016

Observation 69139370-6e57-4e88-9995-5c7a06a035db · outbound

This paper cites The Llama 3 Herd of Models.

Adultification Bias in LLMs and Text-to-Image Models The Llama 3 Herd of Models

Reference 33

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.365656Z digest=sha256:0c31d1db69a6882ed2f215aa6ad3050e509df79f95750a17a74e52b47d9ef151

Observation 74caacb9-9de5-4a05-8cbf-b9ead5270729 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 34

Resolution
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no resolver link, observed 2026-08-07T05:42:53.368885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.368885Z digest=sha256:e70d971fcea127ea6de8c564c6f86348b220711730c4f66cb7b921eec3be90af

Observation 981ae16c-3081-41f6-bf0b-0278c99d345e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 35

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unresolved
no resolver link, observed 2026-08-07T05:42:53.362796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.362796Z digest=sha256:38dbd6b82daa88bb40c2aa6dee159d8a4dbfbd5b93244650f2e9b6328c832d08

Observation 4a146089-434c-4d7e-8b6d-424942bcee8a · outbound

This paper cites DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity.

Adultification Bias in LLMs and Text-to-Image Models DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity

Reference 36

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no resolver link, observed 2026-08-07T05:42:53.374613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.374613Z digest=sha256:0c865ffcd6321a51dd618f25893cb177545e540cdb61dae8e5628de6b480174a

Observation dddedfbb-8e2d-43de-9171-d21aa6e2bc66 · outbound

This paper cites Harm Amplification in Text-to-Image Models.

Adultification Bias in LLMs and Text-to-Image Models Harm Amplification in Text-to-Image Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.377879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.377879Z digest=sha256:97b19d2f2936f2076c2cbd2cc8635371be36fce34ed5eb0f1dabdc3e3b95587d

Observation a3408242-e8e8-4194-a136-b1dcb7515345 · outbound

This paper cites Towards Geographic Inclusion in the Evaluation of Text-to-Image Models.

Adultification Bias in LLMs and Text-to-Image Models Towards Geographic Inclusion in the Evaluation of Text-to-Image Models

Reference 38

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:42:54.212134Z

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.

source=pdf_text observed=2026-08-07T05:42:53.371668Z digest=sha256:c410c31d649c0bd333a1a99a1d50155c48272ef8a13d7aa05aa52992b5245387

Observation 2be16f24-a665-49fe-a690-b33999804a8f · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.384463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.384463Z digest=sha256:3a32e102afa8d846879177dd2b4754092225acd50d163ff92bba10cbdbb98b1e

Observation 33fb416f-8d5b-4ba3-907d-4e83458cb398 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.387381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.387381Z digest=sha256:6b9b108b1f6b2931bbccfbd56e6adfd76cad2b7d50469c9337180c03460a33cc

Observation 00b69608-d1e6-44f9-85f7-f7eaed8c0c4d · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 41

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.674856Z

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.

source=pdf_text observed=2026-08-07T05:42:53.380895Z digest=sha256:23611bd727fad60127a92b83f775920a5c665372029f2e2a9490fc417c1812f3

Observation fbc7fb6c-82c5-4947-9fe1-ad301e4f2e05 · outbound

This paper cites Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs.

Adultification Bias in LLMs and Text-to-Image Models Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.396614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.396614Z digest=sha256:d843b481bdfbe510a174848f90772cd0cb0b031fabdb55d4fb8936ee520809c3

Observation aa50708c-1f32-43e7-9e80-b190bfd3fb20 · outbound

This paper cites Inherent Trade-Offs in the Fair Determination of Risk Scores.

Adultification Bias in LLMs and Text-to-Image Models Inherent Trade-Offs in the Fair Determination of Risk Scores

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.399626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.399626Z digest=sha256:03afcdb6f019305de3e4b80be64a71195fda98f89b7ffdb5a57723beab833228

Observation 553b3d67-1874-4646-a1c9-36805ed0a83c · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.863729Z

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.

source=pdf_text observed=2026-08-07T05:42:53.403397Z digest=sha256:725f464d7fde0a2060b71f3398958c5749d1a2c6663adf7d78138a4113956043

Observation 838f28a8-5c22-4b64-b200-3b1e638ced1e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.393601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.393601Z digest=sha256:82c7b1efe040279cfc8b183204925419aabe74752bbbf2aa3747788b6c3b9ec5

Observation 3b2749be-27a5-4d21-8f65-04fd300d8f79 · outbound

This paper cites Seitchik, Jordan R.

Adultification Bias in LLMs and Text-to-Image Models Seitchik, Jordan R

Reference 46

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.665625Z

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.

source=pdf_text observed=2026-08-07T05:42:53.409694Z digest=sha256:d14fcfafc12da6f398cf9012b3b4952aad70cb41199db44f34c332ddf3c76f65

Observation eab245e8-4e50-47d3-89ae-c5a8ef0774d8 · outbound

This paper cites Stable Bias: Analyzing Societal Representations in Diffusion Models.

Adultification Bias in LLMs and Text-to-Image Models Stable Bias: Analyzing Societal Representations in Diffusion Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.412852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.412852Z digest=sha256:936fb66f7af33f9ff726912dd4b1550ba83b5f445fe1cebe7439a951c6fdbea0

Observation 22002a0c-47c6-4fa4-bf34-94cc7916704d · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 48

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.655605Z

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.

source=pdf_text observed=2026-08-07T05:42:53.415940Z digest=sha256:33978f518456bd6b42c9e7e5c1eec0ceae0c12e87519590d9b91de6f21a2ee23

Observation 13fecd12-97d2-4fce-985e-52511e68e5ed · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.845973Z

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.

source=pdf_text observed=2026-08-07T05:42:53.422196Z digest=sha256:b45181f6348f035274f43f1403a623ce17dbc2009ba6fdd6b99bcf3770da2e93

Observation 3b052829-9d0b-4c46-84a8-4409842258f8 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.836572Z

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.

source=pdf_text observed=2026-08-07T05:42:53.425153Z digest=sha256:34b8beed1936a5192d9c81fbf77354fd09b5ef9856c2c6a799f807e178a4c409

Observation a811e81e-3caa-4648-b197-6de338344fa9 · outbound

This paper cites Social Biases through the Text-to-Image Generation Lens.

Adultification Bias in LLMs and Text-to-Image Models Social Biases through the Text-to-Image Generation Lens

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.427857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.427857Z digest=sha256:d7eeaeeabaeffe83fb22f09f383ae584c56c68415a48c9835f46357d877e72c6

Observation 760d1713-4969-4fd3-8a89-1459e8fe2900 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.855133Z

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.

source=pdf_text observed=2026-08-07T05:42:53.418882Z digest=sha256:a3ee68ac401eacbc1327d0effa07413a2417550cc358a08631b03ddafbccb698

Observation 7c7ba96c-71a5-4478-ab6d-db477b9823a2 · outbound

This paper cites Department of Education.

Adultification Bias in LLMs and Text-to-Image Models Department of Education

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:42:54.817914Z

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.

source=pdf_text observed=2026-08-07T05:42:53.433889Z digest=sha256:3c63880706cea9003491d7fe89e89d39922d36d4022d2e13ef1e551eae6f0426

Observation 4f34cd06-0f79-4883-9ca8-8eab4960a2c8 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.808818Z

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.

source=pdf_text observed=2026-08-07T05:42:53.436781Z digest=sha256:4cc840330a69a5d823d7e70c5dc58e4575f6c3c1f4fef69db5c4abaede4d71ea

Observation 8bfa02a1-41ef-440f-ae57-1e6299baebc5 · outbound

This paper cites GPT-4 Technical Report.

Adultification Bias in LLMs and Text-to-Image Models GPT-4 Technical Report

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.439369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.439369Z digest=sha256:b46ad330bd43072978adc2fe3c244e2a231e2e6a4b095faa9ca81191c7e96e39

Observation e4ab4fd3-715a-423e-80b3-ce5a7429bcee · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.827385Z

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.

source=pdf_text observed=2026-08-07T05:42:53.430877Z digest=sha256:232fbfcb86d6ac3c6b466b4925ab5ff32bc6662a6c328348c864f2455e3066f3

Observation ab1e028d-44da-41b6-a119-96ce6d0b9bb6 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.799638Z

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.

source=pdf_text observed=2026-08-07T05:42:53.445359Z digest=sha256:402b09494a802a4c8195223939fa2323ce9aad01d385a60e8e0cca4fbb9d6182

Observation c70e30b6-e495-4a7e-b75b-ff6f636f0573 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 59

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:42:54.055470Z

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.

source=pdf_text observed=2026-08-07T05:42:53.447996Z digest=sha256:eebff3bfdf2930e1de0acc7175c30fa704b2a014bffa6c3d4fceeeed33ed01ff

Observation 78eebf5f-8c35-4014-83fe-1a529e72226b · outbound

This paper cites Why don’t I look like her?.

Adultification Bias in LLMs and Text-to-Image Models Why don’t I look like her?

Reference 60

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.645563Z

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.

source=pdf_text observed=2026-08-07T05:42:53.450693Z digest=sha256:5c9b76b982dd3ae071a56d5457168e9b3d7739f3b6e359897256af7e37af8b84

Observation 4e0a154f-ca27-48ee-9f31-cc0c7886e3c2 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.442478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.442478Z digest=sha256:5a129cf49b5988438846c493fb1762f46af7d32083fff6e54b067ef85626c1ed

Observation 4973fa53-1631-4759-9c4d-e6eb9ede3e6b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.779523Z

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.

source=pdf_text observed=2026-08-07T05:42:53.456532Z digest=sha256:07ac7d42c4b07da47a1a6cd8098d07994d00266b319436652ed4fc25672be150

Observation e2c370eb-552c-4999-aba0-5741bcb1b577 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.769957Z

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.

source=pdf_text observed=2026-08-07T05:42:53.459354Z digest=sha256:cf9ce12082b7aeb46ff80526641d79194a36b57302c0a91cdb40480774514520

Observation 0e4076c4-6ef5-4113-8653-905faa77ea9b · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.462238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.462238Z digest=sha256:74c0d41a2cf22d9e784ce61578c8d50fc5372f6d7d0d136359b759928a651b3d

Observation f7a42ba9-6872-483a-9fc0-30cd18f644e7 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 65

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:42:54.789580Z

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.

source=pdf_text observed=2026-08-07T05:42:53.453549Z digest=sha256:a904a41c4607cb2c0d27f31600101d18e4500051bc6a26f2a7c25f8c73aebced

Observation f155443b-4b92-4f24-8dee-e6a508bb773a · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.751811Z

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.

source=pdf_text observed=2026-08-07T05:42:53.468116Z digest=sha256:31c1c93f5cbd758ca624728c3ff209094864c4bd52d34b68636351e206a631c3

Observation 0fb8c8b2-a9e0-410a-bc9f-523c271a9fdf · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.742169Z

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.

source=pdf_text observed=2026-08-07T05:42:53.471104Z digest=sha256:7b42b69df7d5f16644359afe54b234f9b863884c9618fbd1f98f8b63ce6c917c

Observation 2a1a303d-7256-4fb5-a83a-98b008b3173d · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.474056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.474056Z digest=sha256:c10b955d18defc198e8e00bc2b2e530d359db09acefcd17f972bd00bf1c91982

Observation 295022e6-69f4-4484-aed1-5fb8a0050090 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 69

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:42:54.760906Z

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.

source=pdf_text observed=2026-08-07T05:42:53.465132Z digest=sha256:30486b26b3337f81b50aeaaede60c10b3d4145b45376652178fbb63433341b48

Observation 741bd28e-e65d-492f-9d34-2d45df35cb54 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.716914Z

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.

source=pdf_text observed=2026-08-07T05:42:53.480359Z digest=sha256:5d71e558f1dec19b201f81fe7908875a57be954cb37513dfc7dad5873662539b

Observation 12703d50-bb6e-4308-9a5c-88e2ec2fa8e9 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.486624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.486624Z digest=sha256:09925ca61f8377f5ee331c280ebb697158026a00cbe41e4bcdc5e849c0f1dff0

Observation 98872804-1fec-40e6-a89e-724d582e3681 · outbound

This paper cites "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset.

Adultification Bias in LLMs and Text-to-Image Models "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.489672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.489672Z digest=sha256:9f25bd2b3a47628271a801425a4d702bf7d8de30fc893ef45fe0b5233339d856

Observation 9f424bf2-9db8-4017-9798-25786cce1d5e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.726563Z

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.

source=pdf_text observed=2026-08-07T05:42:53.477266Z digest=sha256:90a59f9032bc94e37f31807038938dc362053847d8143fd1cf2c2ca8c5f5a21f

Observation 6b73655b-e1f1-4c51-ba01-d8bd6a83d6a2 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.495790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.495790Z digest=sha256:e502d744c8ced7e26e29fac0259052d51f0349fa9891449252cc4ab856fd4b1a

Observation d2cddb9d-591c-4afa-b966-d07168e1284e · outbound

This paper cites Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models.

Adultification Bias in LLMs and Text-to-Image Models Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.483268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.483268Z digest=sha256:6c430f14d898e212ef136ea33339aa85b13c30184a3e73f20df52213d238d758

Observation 0bbe292c-a4a6-4920-a85a-04d038c6a6d1 · outbound

This paper cites Feder Cooper, An- gelina Wang, Solon Barocas, Alexandra Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, P.

Adultification Bias in LLMs and Text-to-Image Models Feder Cooper, An- gelina Wang, Solon Barocas, Alexandra Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, P

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:42:54.698196Z

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.

source=pdf_text observed=2026-08-07T05:42:53.501508Z digest=sha256:15f0b2cfd181253dd216c10db60a9dfc240009536704f1f1c9bc8f14ab89b1cf

Observation a579ad26-13ba-4d8d-a078-2235baabcb9f · outbound

This paper cites The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects.

Adultification Bias in LLMs and Text-to-Image Models The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.508141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.508141Z digest=sha256:a2d7f52101babada653b283421252728627e5ae4600369810c2e976b903045a0

Observation 2fdce9af-2426-43da-85f1-e19aaca73066 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.707957Z

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.

source=pdf_text observed=2026-08-07T05:42:53.492962Z digest=sha256:a3e4bd668ff306e9e174ca9edc9d8c305339c1313b0e25866b8f516c156663f6

Observation be02c29c-28a5-43cf-a18e-8724e248a19b · outbound

This paper cites Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation.

Adultification Bias in LLMs and Text-to-Image Models Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.515298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.515298Z digest=sha256:70e9227728cb4e17d8e403c6b49062a38f2ecb06354d67847d9157f8ca05143b

Observation 509036eb-e539-4608-8461-6f4ac2de1524 · outbound

This paper cites Tate, Jacob Steiss, Drew Bailey, Steve Graham, Youngsun Moon, Daniel Ritchie, Waverly Tseng, and Mark Warschauer.

Adultification Bias in LLMs and Text-to-Image Models Tate, Jacob Steiss, Drew Bailey, Steve Graham, Youngsun Moon, Daniel Ritchie, Waverly Tseng, and Mark Warschauer

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.498628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.498628Z digest=sha256:d2e3911acc8067005a57b17975825b0d57ff0f42862d24bf06aa05a6d02b3497

Observation ec8283f8-aca9-4cc8-9f3f-545e2a45c047 · outbound

This paper cites Dickerson.

Adultification Bias in LLMs and Text-to-Image Models Dickerson

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.521459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.521459Z digest=sha256:d6d6c1b1948e645d4354ddbd0d8039639cb9ff2756e9aed41a6ab56c5854b32b

Observation d9a316a6-17c7-4f4c-8413-eac0b080776c · outbound

This paper cites Evaluating Generative AI Systems is a Social Science Measurement Challenge.

Adultification Bias in LLMs and Text-to-Image Models Evaluating Generative AI Systems is a Social Science Measurement Challenge

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.504979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.504979Z digest=sha256:31904d292c15e6ea7855134b2436c28a42e58d3c78d491f761238f98b2fea51d

Observation 7099fe9d-1858-4146-9fba-0c2518c19806 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.530467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.530467Z digest=sha256:3dc1c2a0ddbe21c1ec3ecee8da31ad0fb97204d8a27ba7e7f601d17abf64b772

Observation eece6244-ae48-4d2a-951c-d3b60a4d2012 · outbound

This paper cites Kelly is a Warm Person, Joseph is a Role Model.

Adultification Bias in LLMs and Text-to-Image Models Kelly is a Warm Person, Joseph is a Role Model

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.512086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.512086Z digest=sha256:5f891cca3d68f6dcc9abc1eabf3b0253da1e5234bdc6f02d8a44b34c4f565301

Observation 00bf41d9-f51f-42f5-b628-c437707f753c · outbound

This paper cites Toward an Evaluation Science for Generative AI Systems.

Adultification Bias in LLMs and Text-to-Image Models Toward an Evaluation Science for Generative AI Systems

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.536534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.536534Z digest=sha256:48c6728c7c016ebdbb1176a5f4e2e9e3947e8f250f416cc6b7f8c2fa43d42276

Observation 0f678e3a-0106-4a57-ba18-a8059e6b3301 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 86

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.615232Z

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.

source=pdf_text observed=2026-08-07T05:42:53.518413Z digest=sha256:68bf3b68f1ada262e9b01bc64829265bb8a50749c0442ebba9aea1e666c70371

Observation d94e95e9-900d-42cb-ae79-d0e43f1e3037 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.543058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.543058Z digest=sha256:731d6cf0925eb1f3de60f2b83d35230681e3e7090e9e45b0c13d49820c3168c3

Observation d31ffee5-03cf-4adf-8442-f8af7024e67e · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.688808Z

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.

source=pdf_text observed=2026-08-07T05:42:53.524324Z digest=sha256:698dd711569e419cd59b48497b48073ce84fa74b7c7a102c341211ea86f4c50a

Observation 452e0a51-5db8-4176-9e6e-867ba22021e4 · outbound

This paper cites T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation.

Adultification Bias in LLMs and Text-to-Image Models T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.527212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.527212Z digest=sha256:acd030d773fa3c4eb4d698124d97738f3651c078b2e435f319d2685461882ed3

Observation b95309f4-1aa3-411c-8a05-5c73d32cf795 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.662681Z

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.

source=pdf_text observed=2026-08-07T05:42:53.551336Z digest=sha256:4ab6f1f201249afc6b65e1a66c59c1694ddd3a9a40d601242445118f08beef4c

Observation 941fb52d-8a1f-4eaa-84f8-83607bcc2ade · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.671824Z

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.

source=pdf_text observed=2026-08-07T05:42:53.533420Z digest=sha256:b277991dff9d44bb8bf0151fa5a127d173e8ce7ba68788841a8a6cb2ee991f7f

Observation 84e845d7-1d34-406d-a45a-67dd89137c46 · outbound

This paper cites What is adultification bias?.

Adultification Bias in LLMs and Text-to-Image Models What is adultification bias?

Reference 92

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:42:54.633179Z

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.

source=pdf_text observed=2026-08-07T05:42:53.560058Z digest=sha256:0c1adc5039f78f50ac0c3044617e148b9a6b9d2d571a1ac5f2c0cab0f94240e9

Observation 3bc631a8-e406-48f5-8a2e-e8042cb26673 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 93

Resolution
verified exact
doi, observed 2026-08-07T05:42:53.598029Z

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.

source=pdf_text observed=2026-08-07T05:42:53.539850Z digest=sha256:93b8fbdb8fa9a7d1df5fe00252223467d2dd19921b0573688dde12bae03e08f5

Observation f1fb15ce-1e66-442c-bd5a-4bc2bb1195ca · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.548724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.548724Z digest=sha256:7f369cbf4cd25e67a005fbbd8981c7f98fd79fdd7fc87ad07114d23b9a3dcc19

Observation 17fc23fb-410c-40cc-896a-f468ec698c03 · outbound

This paper cites https://openreview.net/forum?id=YfKNaRktan.

Adultification Bias in LLMs and Text-to-Image Models https://openreview.net/forum?id=YfKNaRktan

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:42:54.653013Z

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.

source=pdf_text observed=2026-08-07T05:42:53.554490Z digest=sha256:f144b14e9058360924edbe260938e9490221b396d614121db0336724c524deda

Observation 2f8a1fb7-6047-4f62-bf1c-b18be02efae3 · outbound

This paper cites an unresolved cited work.

Adultification Bias in LLMs and Text-to-Image Models Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:42:54.642823Z

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.

source=pdf_text observed=2026-08-07T05:42:53.557357Z digest=sha256:ffdc47acd34d8d0f036315a9715d5c936c4e6c11d75829cf74c7f884f1936090

Observation 05b8ee3f-31ac-41c3-b809-0af20ab1618a · outbound

This paper cites Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models.

Adultification Bias in LLMs and Text-to-Image Models Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.323653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.323653Z digest=sha256:718ff3b26c38efacafdab6d2014320355dc43e1920f19ad4a16074719ca8aa34

Observation 39d77496-2698-46b9-8a44-8973138a948f · outbound

This paper cites Nature 633, 8028 (Sept.

Adultification Bias in LLMs and Text-to-Image Models Nature 633, 8028 (Sept

Reference 2024

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:42:53.390659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.390659Z digest=sha256:d9918a4c66853aa4f1b35b26eb67c4ca6030eee93b73ba88df63a20e56c229dd

Observation 5951dc78-ad94-4c4e-99c1-406dd90e68a0 · outbound

This paper cites Proceedings of the National Academy of Sciences 122, 8 (Feb.

Adultification Bias in LLMs and Text-to-Image Models Proceedings of the National Academy of Sciences 122, 8 (Feb

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T05:42:53.270604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:42:53.270604Z digest=sha256:cacfab8a482aee7febdf4e474d04b4f6d21faa6ef919b31d770d0bf36c13d5a9

Pith citing papers

No inbound Pith citation observations are available.