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Paper Citation Record · LEDGER

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design

As of 15 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.01378.

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

pith.paper-citation-record.v1
2608.01378 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:19:36.700034Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

70 of 70 outbound references displayed

  • verified exact7
  • verified fuzzy49
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9a7b49b-057f-46f4-bc6b-7eb5d13f608b · outbound

This paper cites Conservative Objective Models for Effective Offline Model-Based Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Conservative Objective Models for Effective Offline Model-Based Optimization.Proc

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.242121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.341139Z digest=sha256:bd05bf328021a76d8ee8fd6e9403a4bf17f6c503cfe5fa91e80d7fb61df03776

Observation 73741302-e9d7-4db7-a6d7-a42703c0756c · outbound

This paper cites Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.Proc

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.226271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.347030Z digest=sha256:9d08b70fcfea6c0cbc0043ed43443f72580a3a34b6c4b236a234fd2983c87a56

Observation 89d02d74-be52-48f4-82c9-f2dd43362edd · outbound

This paper cites How Powerful Are Performance Predictors in Neural Architecture Search?Adv.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design How Powerful Are Performance Predictors in Neural Architecture Search?Adv

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.210027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.351927Z digest=sha256:8a57b9ca3ead5387adbde9bf36e4b89f3643b02fb2cc76361e832e6cc90eb59d

Observation a42e99b8-10e7-47ff-b279-09993d423b28 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Scaling Laws for Reward Model Overoptimization.Proc

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.193929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.358425Z digest=sha256:e6fafd7764e48bf43736e3419274a9a7f25fd1305807c19c62e0d8a88128a8e4

Observation 0d69aeac-b87d-4e14-94be-9deb9a665895 · outbound

This paper cites Inference Scaling Flaws: The Limits of LLM Resampling with Imperfect Verifiers.arXiv2024, 2411.17501.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Inference Scaling Flaws: The Limits of LLM Resampling with Imperfect Verifiers.arXiv2024, 2411.17501

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.364070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.364070Z digest=sha256:4524771f819924994f6d4043bd4aa9c2ea6bd3b4748ac8ceaf35f0b169b7630c

Observation bfa46202-3cab-4600-bca5-81be9c34f925 · outbound

This paper cites E.; Winkler, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design E.; Winkler, R

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.178263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.369199Z digest=sha256:7f9a986bfd6defcbfe439ad2a70bb12cf51cd2d2a77cf45b06f718ab5a1b08a8

Observation a0626fba-e387-4460-a824-23f9fb1c38bf · outbound

This paper cites C.; Clapp, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design C.; Clapp, R

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.163086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.374387Z digest=sha256:e16a218eb81641403d15158ff2019b9e93cb50e1543ab14ea76cbf48cf1e589f

Observation 92447332-aa50-4753-9efe-d9fff7b55238 · outbound

This paper cites NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.146356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.379970Z digest=sha256:62fda2c23afbdac58b2ad103944497d638936940c57541b06a5ee6929057ff2e

Observation 140c0a78-fd51-4db4-9ce4-0b47ea863ab0 · outbound

This paper cites Offline Model-Based Optimization by Learning to Rank.Int.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Offline Model-Based Optimization by Learning to Rank.Int

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.129448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.385634Z digest=sha256:9f1fef12f210faa5dfa5f9b3078b789ed1e52d26174f823b4babd47fea237270

Observation 2405b7bd-496d-4114-871f-440cb98fafb8 · outbound

This paper cites On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models.J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.113068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.390315Z digest=sha256:9b310a6ca3c0ac3dde19d5b84ba8f3e344ded87ac1abb26b24df18e0414c1540

Observation 1c763d33-e0a7-4d6f-9bea-d4fcb6f6ec92 · outbound

This paper cites Verification Based Solution for Structured MAB Problems.Adv.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Verification Based Solution for Structured MAB Problems.Adv

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.096476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.395300Z digest=sha256:4837d1fe0b4ed9f5871b96484dddb13c862ed4a7602f1865b76da8127532b9c2

Observation a5536a46-07be-414f-9171-1856a50f9a66 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:38.079536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.400215Z digest=sha256:63d960a841a44e1e1231cf7d38c637c1867a4f78dd10dc5178f0060a9586e41b

Observation 66c00210-4e06-4d8d-8f8d-9288045aabb7 · outbound

This paper cites Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage.J

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.062903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.405305Z digest=sha256:b05ccf09392e5721dcf597e8caf7c24f5b32c0c5368baf87e126108070d2798a

Observation e3466d4d-8eab-4386-be72-22688adace30 · outbound

This paper cites N.; Listgarten, J.; Jordan, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design N.; Listgarten, J.; Jordan, M

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.047340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.409991Z digest=sha256:c3556791eed95080ad61a197c276cf14a4c65a08653ee57e6f2abf6010212183

Observation 0d34d2e6-30ab-4baa-895e-fda6a8ba398e · outbound

This paper cites R.; Kalyanakrishnan, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design R.; Kalyanakrishnan, S

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.031463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.415488Z digest=sha256:73fcc90cc8f09aba1ecb7228bcde7644d34e93907d998d0cc0fa4f7b7ff05a30

Observation 57d2fc75-1a6f-40ba-9203-6dad1aceeb99 · outbound

This paper cites Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.Proc

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.014129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.420357Z digest=sha256:890c12d3a16c4a7c5d55573825c643f8d41bd5bf9f2ae7cf6498339f2829013d

Observation fb120639-54f6-4cfe-a7bb-b015c6784645 · outbound

This paper cites Multi-Fidelity Gaussian Process Bandit Optimisation.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Multi-Fidelity Gaussian Process Bandit Optimisation.J

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.997669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.425338Z digest=sha256:88c9d3446b1692241cae6a5c610fff7d032271edfa6a32fda46a9e6588b2dfbd

Observation 3b3c71a6-922a-4ab8-978c-2e1b87470d09 · outbound

This paper cites B.; Wagner, D.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design B.; Wagner, D

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.982713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.429951Z digest=sha256:eaf922e0c2e49c045ca9e30ef735108b0dd6db4f5cbf94c14ffc72f632671dbc

Observation dd49647f-aed8-4910-a19d-a86dfaac745e · outbound

This paper cites S.; Aykol, M.; Cheon, G.; Cubuk, E.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design S.; Aykol, M.; Cheon, G.; Cubuk, E

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.966915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.434784Z digest=sha256:d467743f6cd8358a9f821ec74e0fb6bdfdd3ff8b7b511c69bcf97af132096f83

Observation 2f52b18e-42ef-412a-814c-23a162dacf5f · outbound

This paper cites J.; Rendy, B.; Fei, Y.; et al.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design J.; Rendy, B.; Fei, Y.; et al

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.951831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.439823Z digest=sha256:c2e05ac9d4ea61c38da96e897f36db949cdd6223d50b529643e4fa4babff00c9

Observation d2334df5-c1ae-4300-96da-88b296334d33 · outbound

This paper cites B.; Bhatt, P.; Schoop, L.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design B.; Bhatt, P.; Schoop, L

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.936259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.444369Z digest=sha256:ef69051c9e443bb61ed08cccafd0dc6a992c95ed3aba4f84a595e3f99d5b336f

Observation c05ce0c5-dbf7-4cb9-9e88-ac38ec3ef499 · outbound

This paper cites K.; Seshadri, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design K.; Seshadri, R

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.919445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.449593Z digest=sha256:682289594ea51dbfedf029701f4d50e0a526b96d9a0e4a15706efdcf9fb7a425

Observation ecf4d5b7-2a29-4cfb-9864-ddb3097d53da · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 23

Resolution
malformed identifier
no resolver link, observed 2026-08-15T15:19:36.454852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.454852Z digest=sha256:7907976b523f76034382a87913650872df62f5e44ae515e5961ecbc315efa176

Observation eefa0eda-e4f7-420a-8883-6f334e83e8a6 · outbound

This paper cites Overtuning in Hyperparameter Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Overtuning in Hyperparameter Optimization.Proc

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.902041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.459502Z digest=sha256:19e5a67fb9e1c9be3d071e96f2738abb326634538c672ac14a0186bfc58f660a

Observation 628af481-be7b-483a-9997-939611d299b7 · outbound

This paper cites Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.464441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.464441Z digest=sha256:c8ecf4dac4bb85c43c300f5440f9afbbf98a6f4b4eebe135b58ffb942050e91f

Observation 3335d79a-06df-4cf6-91c6-86478ee859c4 · outbound

This paper cites Efficient Estimation and Correction of Selection-Induced Bias with Order Statistics.Stat.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Efficient Estimation and Correction of Selection-Induced Bias with Order Statistics.Stat

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.885107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.469426Z digest=sha256:fee1f7649d4a36216b6e0b59c8f845ee728cd10ff69c505c347441c52fe028cc

Observation a26f2776-637e-4fc6-96b5-ff521cfb5630 · outbound

This paper cites M.; Restelli, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design M.; Restelli, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.869105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.474600Z digest=sha256:591c1082fc67aa61b8279a47967940b3bce9d7394369eba07f6e24f8d81dd7eb

Observation b38cc071-de5c-4c19-b4b8-52fc946e2054 · outbound

This paper cites Best Arm Identification with LLM Judges and Limited Human Audits.arXiv2026, 2601.21471.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Best Arm Identification with LLM Judges and Limited Human Audits.arXiv2026, 2601.21471

Reference 28

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:37.262703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.479158Z digest=sha256:d83855085f6a349ab9b4b89b07a75a86764e2b560d754e10d9da9552c7827812

Observation 542389d2-a0c1-4ac7-9800-bba8bd466c9b · outbound

This paper cites Best-Arm Identification with Generative Proxy.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Best-Arm Identification with Generative Proxy

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:37.188960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.484457Z digest=sha256:5cc7ca22521665b7ab75d0fccb191b6d64b63df0c6e83fc41650b8c2c47e6ee0

Observation 9845c2b8-790b-48d8-9ec7-b87569451d4a · outbound

This paper cites Abbasi-Yadkori, D.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Abbasi-Yadkori, D

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.852381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.489382Z digest=sha256:f4d63f5a73c90d3b2f294fea68021a6fecb474d9dfa20cbc62a0ddf58f63d234

Observation f7dd3c10-60f4-4d40-a5b3-734ad2059d49 · outbound

This paper cites Theoretical guarantees on the best-of-n alignment policy.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Theoretical guarantees on the best-of-n alignment policy

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.494164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.494164Z digest=sha256:c7a8111a1966743c37d3fd9014a940bbfba5cd6db3a0596130c65ff800b5d090

Observation 6e4d4261-8144-4c33-b8ff-31f68dd4004a · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.836263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.499290Z digest=sha256:3026205bd48695a5c797d3ad2c0358b0ac4d5cb7388bbed371cefdc69bd3d5bc

Observation 250b8307-3b18-405a-a0a6-171bb6d2e915 · outbound

This paper cites Bertsekas, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Bertsekas, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.820570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.504219Z digest=sha256:6ee2f0e4ff73b5b0503cafa738d72efb8d9ea4e9290c3e695b431bcd0b5d2e03

Observation a6f41a25-478d-4adb-ab16-9a7ecd559dfd · outbound

This paper cites Boucheron, G.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Boucheron, G

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.805295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.509539Z digest=sha256:fe8c79c944c0ea707c217e1f79409bbd9a1efcbe8767250341272994c74046a7

Observation 7dbd33f7-5e6e-4ea4-b74f-26c780c4f8d4 · outbound

This paper cites Cameron, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Cameron, J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.789646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.514268Z digest=sha256:c975604625b4595385136e8d2d630287c93e96b20db432aaf6a884704755a12d

Observation 34803a4a-64f5-4113-ba62-8170fdba8dde · outbound

This paper cites Castro, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Castro, R

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.774734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.519544Z digest=sha256:392f8bbf75772fe76d2c161856d9f4dafdb61a2182458bde8f852bb93babc857

Observation ee2426f9-bd56-48e5-a069-1a0989c2ded3 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.759158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.524905Z digest=sha256:85715ee978f670cc0ecba142e6989a59c51e55bf4c37fee0a190c82a7b5f4bc8

Observation 85c10ed8-9fa4-4c1d-8161-f1508311e959 · outbound

This paper cites predict, then optimize.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design predict, then optimize

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.743207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.529632Z digest=sha256:b31551ffc436028bcac18c56a9789a610caf1f2df5cb76fb07a004f0c0f55f91

Observation 6de6081b-8440-4a11-9d1a-ebd028cc4be7 · outbound

This paper cites Even-Dar, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Even-Dar, S

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.727730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.535251Z digest=sha256:5045dc6a09893e8ec8255f04e03b70bfa2ac550a600fea4b8e3ecd1e6ee1fdb5

Observation 32e57e8a-d451-4f64-9907-e87639ebfc29 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.711701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.540022Z digest=sha256:87270bf051b30f10564bd2bb3ac8fd49f9db03fecbb349d0c55a6fc180fda332

Observation 9a3df92b-f4e5-439d-9954-9920204c66b3 · outbound

This paper cites Gabillon, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Gabillon, M

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.695832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.545599Z digest=sha256:7d32d8f159e91b73fb3928c50dcb1fdf793a410016c38976f35bb741cfcada74

Observation 21e54033-55da-4c51-8413-824988504391 · outbound

This paper cites Howard, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Howard, A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.681069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.550742Z digest=sha256:6953be9af45d4997550aa0377d5bccd1ae3c322ab8bd643f5488d11cfd6124c0

Observation cacedd03-d50d-411f-9dad-bf35a77561f2 · outbound

This paper cites Jamieson, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Jamieson, M

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.665040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.556016Z digest=sha256:d70e40054dee3c8680311c52d0b4a3cb2f77f6dd91b9061d878d9e4ec491169c

Observation 78a91a68-9189-474f-a220-0bf1b8e829f5 · outbound

This paper cites Jamieson, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Jamieson, R

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.649488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.560785Z digest=sha256:78c9c57615d5700c0c533152cec5655cb4bdb3f38dbba6824cb3c2fa07bc7a51

Observation 0aa0e2de-c844-4422-9fc6-689d858e27e6 · outbound

This paper cites Reinforcement Learning from Human Feedback with Active Queries.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Reinforcement Learning from Human Feedback with Active Queries

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.565683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.565683Z digest=sha256:026377b9df98ad734de6a4764bc0165a3294b9a7297d564ec872ee34945a9803

Observation 05640a63-4526-4c73-9922-971709dcb6fa · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.633552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.570835Z digest=sha256:55f75fae4559f42e7ee9a4c8ecdef306fae2d85676a62806af3103891eec42e1

Observation fb7706bb-1eca-470a-ae5c-c15911f059dd · outbound

This paper cites Kalyanakrishnan, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kalyanakrishnan, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.618024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.576230Z digest=sha256:d2e42461548e7b6364c3ae3dd0e7160015ee2a1c358556e9a95924a77870b4d1

Observation 7af5e0fc-16a9-4b22-b06f-f18c36aa79b0 · outbound

This paper cites Kaufmann, W.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kaufmann, W

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.602198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.580806Z digest=sha256:85ed882449e5c8c0d50534cf19c6025bf8d8d09cd09f0a69a68d220b27447e1f

Observation cbd59b32-cf35-497d-bd61-341873ca1005 · outbound

This paper cites Kearns, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kearns, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.585427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.586073Z digest=sha256:b326cf92e10f8bc3ca3ce0e7fc121762184ed8a1fd3794e5d0d3bf84e9067727

Observation f5afd913-c5d9-4ec3-9858-0f31f52e5ccf · outbound

This paper cites Lattimore, C.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Lattimore, C

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.569374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.591629Z digest=sha256:09d8174f5fb05a1daa1bd832d08d331d81cf01eaf98500a6aa9a04bcc2aadba0

Observation af54b008-9362-4091-b328-48d494604aef · outbound

This paper cites Lyu et al.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Lyu et al

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:37.130958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.596735Z digest=sha256:dec5d06a88d6906193a32544453dc37a7c65744cc5323e9b2fd716baa55664bf

Observation 65b95f9b-c311-4526-a866-7539fd06f85a · outbound

This paper cites Mannor, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Mannor, J

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.553362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.602042Z digest=sha256:187a43c82805a7504bc3802000382b69aea721fa6fa3bb06a0f1a86497561e02

Observation 3955bcce-fa5d-45e9-b577-869fd1cd394f · outbound

This paper cites Maron, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Maron, A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.536819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.607664Z digest=sha256:1c83100dfad21158755c14fcb40a245304b6470cf4bfcc276bdfc1c6541b15b8

Observation 2665e107-e5c6-4ca6-9b0b-70cad2daa31b · outbound

This paper cites Perchet, P.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Perchet, P

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.519848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.612782Z digest=sha256:eea1d53679e3a665e0ade1c0d83646b650f17ba1206a2cc5dad9993c8dac88ed

Observation 2edafa10-7ae1-4304-892b-b54e4b328255 · outbound

This paper cites Sekhari, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Sekhari, K

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.503745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.618451Z digest=sha256:96ac9bd297ef588b5298f116f1c4d5727bfd069dadc20a22c7aff5ee8fae8c18

Observation a640e88f-164c-4437-ae27-2d1c055248b2 · outbound

This paper cites Simchowitz, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Simchowitz, K

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.487813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.623322Z digest=sha256:1ba164123de87bb1cf4cffd59d1639763dcf9e3358602c8b17c740f9cdd5c285

Observation ab3687a2-89af-4b02-81cb-2d197ecc61ab · outbound

This paper cites Singh, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Singh, R

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.470882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.628652Z digest=sha256:e2b455dbfb0a65f4547af283495b02fde98aff8489f7d035db57bf77b8cb1c1c

Observation 6884b2f0-da1d-4d27-a79a-9d3cec3965d3 · outbound

This paper cites Srivastava.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Srivastava

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.634114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.634114Z digest=sha256:8cefe8a5657cf746fadc7b03c9e0fc031df198b9587ee827160b804947229995

Observation 8c64f46d-23a1-480c-8547-45758ee95144 · outbound

This paper cites When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.994082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.639526Z digest=sha256:c3ecc12e9d68c9d7305e65a76f8324995b5c3d5af704e8b32e7ee6a3d27f8445

Observation 4107df7e-a7fb-45e4-b776-89fcea87ecc1 · outbound

This paper cites Predicting LLM Safety Before Release by Simulating Deployment.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Predicting LLM Safety Before Release by Simulating Deployment

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.971679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.645416Z digest=sha256:f3be3d667d5e5fcef0b3d9e169c7a66f6d3f971a6d3e2b3b228bca5e62a10552

Observation 02d8dbf1-3ee0-45b3-adf8-35d8f672e3ea · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.650632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.650632Z digest=sha256:c635ecd62ad098d01915c992c499260008c5c6a2194f36b988cd1c130b22c17a

Observation 58fd6cf8-0928-4bce-b07a-b768401c26c8 · outbound

This paper cites Anthony, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Anthony, S

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.451058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.656796Z digest=sha256:8bc50e882d14ef71171d27fdb86c5c44eb408b4ec60335d55d4c3be3c969849b

Observation ba539b04-dd10-4473-8eec-e3a2a5a8e6b3 · outbound

This paper cites Chen, T.-Y.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Chen, T.-Y

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.433089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.662281Z digest=sha256:76410de6eea76c4557dce5cc082465d980eb70f5dce643020e251d660ed19ee4

Observation 69528ce8-fc82-4532-bea2-3e466c47eb4a · outbound

This paper cites Geifman, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Geifman, R

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.416458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.668561Z digest=sha256:69bcf9e6ba0183cd0fafdc848ceb05e137f54a4f1ea4cb795b2fcedb20de3c84

Observation e3971404-2870-4d5c-9827-2c1a5a4bb73b · outbound

This paper cites Katz-Samuels, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Katz-Samuels, K

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.398546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.673677Z digest=sha256:274c57716b84aea1d3204b8705d0e9531e399ef209c94565ba94dad9e187e4ba

Observation 2396fe14-ecbc-4c17-85ed-feb8b1dc0037 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:36.931019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.679300Z digest=sha256:c446759a50d785f45af6f0f655958a6b5b664bd2da124126095f2417bdbd9ad8

Observation 7b4e7e94-bd4d-4e0e-8844-0498a1f6facb · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.382661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.683936Z digest=sha256:a06122bce0ccf3f734588b737be7fe3fcf565bb6c5b714c3a6b1e116e8ca46e2

Observation cbe08bf9-801a-4d9f-853b-c88dbfe43881 · outbound

This paper cites Flexible Inference for Winners with Conditional Validity.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Flexible Inference for Winners with Conditional Validity

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.853963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.689397Z digest=sha256:32a2f6f17bd73794578b6115e04b23257635190e6defc791d3c683f53192c0bc

Observation 66342117-7729-4876-b7d2-81e070ec7c39 · outbound

This paper cites Adrian, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Adrian, J

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.694409Z

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source=pdf_text observed=2026-08-15T15:19:36.694409Z digest=sha256:8a18b47cb3db2ceb95f07a8d962ff713d7bbc2bb9871240c0d308de542d63a96

Observation 5fc0b4a7-7cce-4107-8da5-936cd9329dd5 · outbound

This paper cites Kossen, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kossen, S

Reference 70

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verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.363080Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T15:19:36.700034Z digest=sha256:13012cf5019842aedfcc3ee1d735f5d0a927eefff077c7a10ae4d6d2b671505f

Pith citing papers

No inbound Pith citation observations are available.