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Paper Citation Record · LEDGER

Do Language Models Align with Brains? Prediction Scores Are Not Enough

As of 21 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2605.14025.

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

pith.paper-citation-record.v1
2605.14025 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T05:52:32.498564Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

64 of 64 outbound references displayed

  • verified exact6
  • verified fuzzy37
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2b1fb4a-3c5f-428f-9a12-3cc699499b0b · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 1

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 5acc00ce-c8f4-4ffd-bd7d-b3b575da8f92 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 26638b6f-6a54-4827-9eb5-328867292d83 · outbound

This paper cites Schrimpf et al., The neural architecture of language: Integrative modeling converges on predictive processing.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Schrimpf et al., The neural architecture of language: Integrative modeling converges on predictive processing

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:01173aa0bc4813819cd84856e244dd002563e3eeaea37dcad39599d38e451ec6

Observation 3668702f-a484-48c9-80c9-50cf9c5f7395 · outbound

This paper cites Caucheteux, J.-R.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Caucheteux, J.-R

Reference 4

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:68d9380558dbca7e6d9843ef9255b890cec2ad8a5e775735ea44df3c8a75521e

Observation 5cd34d49-e794-4e17-8cc7-2965659767b3 · outbound

This paper cites Goldstein et al., Shared computational principles for language processing in humans and deep language models.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Goldstein et al., Shared computational principles for language processing in humans and deep language models

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.490999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:4898d08a33ad7e9a74d2b25de6c6fea7f9f20bde719337725832d35693cd6fb5

Observation 51f657cc-a4b8-4026-ace0-4603afb3aae1 · outbound

This paper cites Toneva, L.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Toneva, L

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.445304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:9eb3ce2d478635d2a01de42d36636580684e5438dfb3d07b7c2bea84b2338d4f

Observation fc63c915-ef23-4fea-9a78-512985d62060 · outbound

This paper cites Tuckute et al., Driving and suppressing the human language network using large language models.Nature Human Behaviour8, 544–561 (2024).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Tuckute et al., Driving and suppressing the human language network using large language models.Nature Human Behaviour8, 544–561 (2024)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.468232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:e81bf15b0c888290abd1cab55b555f92ccab3773b147ee242406469e08a15c2f

Observation 3bf79651-6a93-402d-9b99-7db7f3d95fae · outbound

This paper cites Pereira et al., Toward a universal decoder of linguistic meaning from brain activation.Nature Communications 9, 963 (2018).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Pereira et al., Toward a universal decoder of linguistic meaning from brain activation.Nature Communications 9, 963 (2018)

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:8c552b50904fdd7c1b9fb56287fe95374811e33facfa19c054445b437b2b36b5

Observation 59e5feba-7e18-4893-99b3-9aa66cb2207d · outbound

This paper cites Wehbe et al., Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses.PLOS ONE9, e112575 (2014).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Wehbe et al., Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses.PLOS ONE9, e112575 (2014)

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 8d0de10b-46dd-400c-9bc4-fdf1b21b9bf3 · outbound

This paper cites Lerner, C.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Lerner, C

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a7d1ce89-19a5-47fa-b8df-fe24c3bc5077 · outbound

This paper cites Fedorenko, A.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Fedorenko, A

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7fbecd1d-6116-40df-b8db-4228d81fe8af · outbound

This paper cites Blank, Z.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Blank, Z

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:d4cfc8d87f95e48cb97ca22b5c05ee86c65cb58bb61b11b95c0630291aeee4ef

Observation 670c8337-52fe-455c-919b-98ccc1080d94 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 07b8884b-c1bf-4219-b60a-6184bbff91d2 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 14

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:fad0e09d91a53535e6641fe9d9b7c4163f9d5750bbb6283e4d0c80940acf3fe2

Observation cbec8d52-c853-48e0-bd3b-18d23b9a3767 · outbound

This paper cites Brodbeck, A.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Brodbeck, A

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.447876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:f93b8598b6316b8ffeca662133728e213d2eaeb46db353e8e34559c837ade0f0

Observation 9110e587-a917-48fc-9e49-c03950463b99 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.453367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:a03ecaf5e9d11856cb6da5c23fa5f93791b1ff46dd2c0d1eae39adb02081c731

Observation 22ec0834-0140-45b2-af41-f2f27e69b02e · outbound

This paper cites Schrimpf et al., Brain-Score: a benchmark for neural predictivity of artificial visual systems.bioRxiv, 407007 (2018).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Schrimpf et al., Brain-Score: a benchmark for neural predictivity of artificial visual systems.bioRxiv, 407007 (2018)

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:a059e917397e853452f5c951d6da3f2227dad5741a40ee3d8c617199d571cd3b

Observation 827e868c-bdb7-400b-908b-72a73f31782e · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 9e1c2cc7-df7a-4f58-a6cd-b5c785ef331f · outbound

This paper cites Mikolov, I.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Mikolov, I

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.562780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1b3e4fcd-ef38-4199-94f5-191b923f7f8f · outbound

This paper cites Pennington, R.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Pennington, R

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.573336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:820d4de3affba6f104126acbbfdc2663d76106511ce72ac34cbf0c6ca02cadf1

Observation fd9686f6-eabf-4125-976b-c782e5e46789 · outbound

This paper cites Vaswani et al., Attention is all you need.Advances in Neural Information Processing Systems30(2017).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Vaswani et al., Attention is all you need.Advances in Neural Information Processing Systems30(2017)

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:405e800300aa011081edf618d167f52f662666f720aab9d1c0f4e2ce05dcc320

Observation d55f9d94-9c12-49e8-8e2d-d8ac0e59e232 · outbound

This paper cites Devlin, M.-W.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Devlin, M.-W

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.533384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:856c0197e34e3473f25f462dd23ee0b261828910e43a7aa82db91c8f6dc2df03

Observation 5afe1b82-a9dc-4b0a-bb9c-ef75df277484 · outbound

This paper cites Radford et al., Language models are unsupervised multitask learners.OpenAI Technical Report(2019).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Radford et al., Language models are unsupervised multitask learners.OpenAI Technical Report(2019)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.583469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:09e300c7cbdc335ba842305a85882d803423bfdf508be30491af25819d36e135

Observation 0e2060b6-c5a1-4a6e-8db1-3e8c77c8cbfd · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.524372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 583c3c86-b376-4e80-acf4-2caaea7924da · outbound

This paper cites Scaling Laws for Neural Language Models.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Scaling Laws for Neural Language Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:55:05.079210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:e994ec68fb82e00da06fa7cdff2c0426dd8cbebcc7a8697276d4cc8b276d934f

Observation 04706b6b-8a57-4f0b-8336-5cfc714900a5 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Training Compute-Optimal Large Language Models

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:55:05.068904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 02fdb0c0-46bf-4873-8974-72ced1e378a3 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.527207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a778067b-4b3c-4294-b5d8-8a83529cf118 · outbound

This paper cites Qwen2.5 Technical Report.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Qwen2.5 Technical Report

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:55:05.072127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:40179eb1a6e153943971d7758837ee1df2bd85a3da27eba8fbda6ec9025cf11d

Observation ad48a61d-3d13-4ea2-8b0d-341cacd5d0c1 · outbound

This paper cites Qwen3 Technical Report.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Qwen3 Technical Report

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:55:05.075595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:1b4f98359a1bb73b59152a9323a94b23a0d97fab9ade70e3e33b8e95f3080394

Observation f3abf3b7-6a56-4c63-a89f-1ef99363e3da · outbound

This paper cites Naselaris, K.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Naselaris, K

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.530101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:848feab62a474efaa42c9fb49bb5890e94b65e35be9687cbd597ccc112785a67

Observation b087b375-9b8f-431d-bb3c-2c84c583842d · outbound

This paper cites Hastie, R.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Hastie, R

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.580180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:59677faa9222ca763ca1138d623b8f96a32607f8bc31fb9328164db236c9406e

Observation 7956a68a-bf20-40c3-8106-400db0fd88f6 · outbound

This paper cites Stone, Cross-validatory choice and assessment of statistical predictions.Journal of the Royal Statistical Society: Series B36, 111–133 (1974).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Stone, Cross-validatory choice and assessment of statistical predictions.Journal of the Royal Statistical Society: Series B36, 111–133 (1974)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.570207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:95e9cd971c6a0a52502c3bcd55a8a60ac0e41d0e902ae29c30d11e9121a7fdfe

Observation 12a4426f-3403-4e73-9b46-99cd4a48f246 · outbound

This paper cites Kriegeskorte, M.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Kriegeskorte, M

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.497591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:207428e489664fdd78dfd54b95405e528afecc6da6a687965bfbba2f4c916a52

Observation 1f7a9787-ab8e-454e-9782-3a189bb313b3 · outbound

This paper cites Kornblith, M.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Kornblith, M

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.494065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:496f776dc993a38d165455a8d9bafa3ff3f9a8a625c4a1a579e3330cf5e6f2a9

Observation 36d3bce5-03fa-495f-9729-f7c115f1b93f · outbound

This paper cites Hoefling, M.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Hoefling, M

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.521008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:e33dcf8d1e54cf0ff9a0b13fcc42a8c7f92e37095a9d9e8d22bcaee0d2e666cf

Observation dee091f0-9515-4b5e-90e9-91686b12a0ca · outbound

This paper cites Brain-Model Evaluations Need the NeuroAI Turing Test.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Brain-Model Evaluations Need the NeuroAI Turing Test

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:55:05.086583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:e1512c5a09c4214f27b9d5cbd19c3b5ef08ad69c969b06531d9adb226d9410ee

Observation 1cadf022-db67-4748-955d-922ff98d50c0 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.506236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:e8ae341768b173d81f42b900b99878d64274ff546a6de6c9a92d7baad5b58aa8

Observation eff22bda-f04d-4868-9bfa-eaece665fc14 · outbound

This paper cites Khaligh-Razavi, N.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Khaligh-Razavi, N

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.517792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:f0a1444fdae6d46551edf68093eb4fe9df4b6c26d248772afefea066bd54c49b

Observation e6f85158-4cb9-44f2-8e00-9a2507e3be40 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.543604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:5ba1ec4eb668df9a40c0a6e7c808c5de88540c7c24f011b83497749ab6f7774e

Observation 6f25b9aa-7da8-4e8c-9ad9-1292c8f5a729 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.508814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:538f5fed7333693d0e09928ee71c10ac43d0a7bd869e78c1a4b4d6cf9f422caa

Observation 12cfc870-62e1-4372-ad24-c1323cd90b0d · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.586841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:a47bc16d22a7331b1544485a0fe749f8fa9278f999d6514298cb1f0aa1405b6c

Observation c6ac6966-8c27-481b-bd64-f26eae56ed12 · outbound

This paper cites The Algonauts Project 2021 Challenge: How the Human Brain Makes Sense of a World in Motion.

Do Language Models Align with Brains? Prediction Scores Are Not Enough The Algonauts Project 2021 Challenge: How the Human Brain Makes Sense of a World in Motion

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:55:05.083038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:8e0f5f4036d74d9c27a8627f1177ded04445d8f87377cc91f852ce9cc2848b0c

Observation 947340ca-4ea1-474a-922f-8ecbb1e924ae · outbound

This paper cites Narratives.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Narratives

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.536696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:f6c726b47914a2af95675a8ab8296b4bec5924934eb88fcc5b8fb96bfa765511

Observation af312e40-9f59-4ff3-bf85-46de1fa8c560 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.604332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:435d6ff08d2a223bb584191a5d2aab75d206270ff54f1243cd6e946e90393180

Observation 324e8945-b374-47de-84db-615ce8f905b3 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.540581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:ff6cb60d6131ca792561e423a047d0785baaaadb96a2a4777cae036ffac7bf94

Observation 3660618c-8a97-4188-b2dd-fd83ee4f56ae · outbound

This paper cites Gramfort et al., MEG and EEG data analysis with MNE-Python.Frontiers in Neuroscience7, 267 (2013).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Gramfort et al., MEG and EEG data analysis with MNE-Python.Frontiers in Neuroscience7, 267 (2013)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.559382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:65a866008311cfed6ef58565511e66320fb570e0beb71080115f9757d411ef57

Observation fcec3e43-929c-4bcc-b752-1efaec8b84e2 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.595728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:8ef4320b1f2415e43ef432d9af2aed468de1aa8b9218935494517fdd99dd3ce9

Observation 481e96fd-e006-49cc-90f2-cc94cfd3e91b · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.500606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:8b74b0557b862f504377dcd2cb0e19deff2a86d65f878d8257e027bf53ea5791

Observation 01cc9298-b131-4b4b-a19a-2b371afa62ee · outbound

This paper cites Pedregosa et al., Scikit-learn: machine learning in Python.Journal of Machine Learning Research12, 2825–2830 (2011).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Pedregosa et al., Scikit-learn: machine learning in Python.Journal of Machine Learning Research12, 2825–2830 (2011)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.552903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:a5228886ad9a3faae534ba314cdcee9215516a95811ed4732d3b37e1ccea8447

Observation 85752c39-4d18-4a1c-879a-f9a322969715 · outbound

This paper cites Varma, R.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Varma, R

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.607368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:2bd062f6edea108711e4761eefa9f0361f7d3a8080ec3a4612c0f423a8ef7ec8

Observation aa1c2deb-9178-44d2-9a72-1f7053a287d4 · outbound

This paper cites Varoquaux et al., Assessing and tuning brain decoders: cross-validation, caveats, and guidelines.NeuroImage 145, 166–179 (2017).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Varoquaux et al., Assessing and tuning brain decoders: cross-validation, caveats, and guidelines.NeuroImage 145, 166–179 (2017)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.615677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:9d8430b2e1fa03bb240966538329d1518528d15114c2402f7c0ce114857f6b17

Observation 3c71c574-b630-4b6c-917a-bc1d9542621e · outbound

This paper cites Yarkoni, J.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Yarkoni, J

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.592791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:f9fdff3ea7555bd9929d613bde30037b68e12495a1e4c4912f21440bc1a90a96

Observation 01ed0073-b003-45fa-bfdd-5048a44a78eb · outbound

This paper cites Mantel, The detection of disease clustering and a generalized regression approach.Cancer Research27, 209–220 (1967).

Do Language Models Align with Brains? Prediction Scores Are Not Enough Mantel, The detection of disease clustering and a generalized regression approach.Cancer Research27, 209–220 (1967)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.598942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:6f62f5a1b7cf98273b767e40e79ff3434b02b7807f9ada4ae0c06e9d6a0fdb3c

Observation 80feca0b-3afc-4de8-8f13-da8005d32861 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.514469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:444efdcecd4ee920be2b8d25dd04245ddef459c2ed1a6ec91778812af670d260

Observation 480b436f-132f-4162-911e-c5c1155aa832 · outbound

This paper cites Cortes, M.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Cortes, M

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.511490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:ca0d53437d9a7cbc9489cbfa8b6a0b7adfe1475558640e769fc2dc1f05d354df

Observation df58edf6-ae03-433d-a568-2ce397c98648 · outbound

This paper cites Gretton, O.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Gretton, O

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.589945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:82f02decaa6f763c7ea74774ead0d461ae65d6be459f8facaaa59583f1db544d

Observation 9336324c-6e50-48a5-abc3-04c2dbc1ab5e · outbound

This paper cites Kriegeskorte, W.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Kriegeskorte, W

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.601791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:414d157e7e2201583ef5899188b4b144e65b8a5ff304a537b9ffb5e3d8fd215e

Observation f99a0e83-d709-4df4-b1ff-96cc56a4ed1d · outbound

This paper cites Efron, R.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Efron, R

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.612939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:5b6af590d7b4d3e8ed9866bf7a420178b4b58cf43921901858d2c7caceba7aa0

Observation 800dc671-b4c9-475c-9310-ba9df6b014a6 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.610143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:734a72d177457ff9b52fc7e63170df75ce13729056af3e7cc07ac0698ca5641b

Observation f64bb784-5cc0-4205-88f9-86ffad2f6aa2 · outbound

This paper cites Causal” and “Turing-bounded.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Causal” and “Turing-bounded

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.556010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:bdc1e257f37ae823278de0d28eea3638e43c9e38914c7daa7b799b56af0b0f2d

Observation e98ca838-04ec-4b03-8c30-e0cf88c8839b · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.503547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:472ef0380d380b7900e2fc9a47942d372f6abcc7cb7bd180fd044d370ccc9dfc

Observation 47f64766-951c-454a-aab4-bd32bdca890c · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.549745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:9d9db3153475b7a9056d8895579b856efe571b7cdb3986aff0b8a790cae81f4f

Observation 6ba5eb75-73e5-4cad-99e5-3955be7eb615 · outbound

This paper cites an unresolved cited work.

Do Language Models Align with Brains? Prediction Scores Are Not Enough Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-15T06:00:06.546753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:defe0c62c38a8fe9b015781bc74907863e4d030cc74b5c2000d0a2484945de44

Observation 320dab53-0061-4a54-a2c7-c6d1384aa330 · outbound

This paper cites The locked analysis package reports a control-explained model outcome.

Do Language Models Align with Brains? Prediction Scores Are Not Enough The locked analysis package reports a control-explained model outcome

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T06:00:06.566648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T05:52:32.498564Z digest=sha256:888ceea95420fc6e80d4eeffeeeaa0eaa49021003278fe7c48626328c881eea8

Pith citing papers

No inbound Pith citation observations are available.