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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 16 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=sha256:662c4339c74559b33b122824f07965ee8c448d56dbaa7ff644e3dd5ec4dfce69

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=sha256:6eaa61df567ef2f16028e8f8cf13b3ebaf2bfb58a0cbf8f35165c2c9ae887343

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:f59401e9f3eb98765d3629ce82919444e0365cbc58cad5403e91c3f703500c75

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=sha256:000e46c3e54c3403e75413e1bf63409d3d1418e82937bf309df617ed673e56c8

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=sha256:5a0f6d97856f7fd85c23ebb0102c23733bb0b90a56d082d780169bca28ad5bde

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=sha256:9ca8254832071272fc42a5a5b7a1e4a0efee2c373c4ee23576f37526472a552e

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=sha256:527a1130b92ff199d107dc4186e42e79f4d5470b0b14413d145ae29fcbddcaa1

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=sha256:111f0bae62fdc25495cdc0920387c70ad482cbad042496794b8f05ac9a5fa868

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=sha256:66d7387ab1b1c6a974ad653110fcc68f119c9448bf8af630e3048e8c293dc3b1

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:eacf2d399384c0c75b06f39418d49e65fc0f3593ace1b10e5e20c0af5b73ad47

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=sha256:60055b3e893d0f5ccbd6947f5905deb09f2e58deb5e0b6fcf7704b373aa922f2

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=sha256:13763050fe505de19fdcd471d04173555de93e76cc7065cb8c0995db3a356205

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=sha256:76846ed154fb73de325e1486b8f7660da521040cac19dc22affada0a17fe824d

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=sha256:9e18c2efef11195dfbead18cd28a0eb44321dba19a4ab3ac4053bdd126378e09

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:ab8efae59972d996081879bf994cebce58d8c0313a622e9cf54c8d38230d16ba

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:f7984a46f869319b0f1b963aff8a6bbe420c5ce4f67231b6951cab601ae94e7d

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=sha256:62cae024001d3469a6e2ea0155c3f083681f2c552eea406a9a755e95a64b341d

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:cce479ffee65f93e4a9aee28d82b2602b3da710f8d6d77a25aa43704ae6f7b58

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:f0bc8bf3862c91ea25ff1a92562ac774c8c564551b75d8a00833db14751e2c2c

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=sha256:49170b8ee9c3ef88ab9d6e08ff519d2f234f8873c6cd8ab990ef6276160322cf

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=sha256:3c591d96f8146826dfbd13cb4736d1406a5baba4937460911193eff75ca7740c

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:d2c799a7fae2c9a300c05258532650cf70d7e5f0e6267a0bce8dd2cc9d64132b

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:fff1fe1967e3f94aa38b26bd74fe2ccf67cde386596fb51f1fd0761d3bd8c9a8

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:f0a1eea45d327aa8f8105588273f9a0ff6cb11020397b3f1ca41d11146a243c1

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=sha256:01c4b33aad4a52ba51a7cf4b216a58e317abddd787fa2514043f98e3b58dae87

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:a95ba87cb3c58b2f358ad001e4e8b96c54b5b36ae155eba1efb5423cd70031c9

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=sha256:662bad2456233733cf12cdf9e5b5667725024e34e1f4edfa28e6ec877bbf66d8

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=sha256:5a415ca11e1b252df2144f4b99c81f884413667952e01e0cfb1f99534414210d

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:b617eb63e3a872ef895991f590747b7d2da15e11fd87362a4aa08b399833bc43

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:a5d5d12d58fa1c9b6b7fa7db0dc5caeabc266459982c5bd48e98e50e6695c799

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=sha256:943b2aae299a85966cfb6e4c8afde0361b7792ec2cfd10493ecdf4ce934d1902

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=sha256:9215e9f4710052891062ce68bdb21ce4e256f865ccf058b8c5b941f84fa7f71f

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:bb44ba6065732c907913835c0e9e71335b3e94249aee90488c177ef7aad9256c

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:c856d91c1f74f3af5922579646b392f92afe87d483e0194ada969eb04c7ac888

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=sha256:3cb8097b82e16cd7fa5c65ce41879a403d6f7be9bbd40e4c12fa25fb4e4dc5d2

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:f21e5a9718a93e061e78047408402ac050c783c7185913aea66cc2ae3c6bfdcd

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=sha256:61b9064f77227b8409cc2aaf001f1f1eb5c098df7741c091be45f63feb63b295

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:b44a13e3d2764b0c4e12b517acc72cdeaabee4a94119864c9410844d62d97d22

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:def759af76f3b26fac14945115e2c26a4b085945dd1fb94315c4e5a427aa6fc9

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:fa1082ef4cf57221e69c6d0c20925fc930e05470ff9f64c5836f58e9dcf39f86

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=sha256:320a75e73a7745aa8ea1caed857856b74d208cf1ebc6662d196b78180bf7f534

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=sha256:7d8a2c55071b8ec2e0fe741f8f3e677214148b95e5fc84e625401dbb278fb801

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:eccda9650f8b7ded5c2e64c53d94da87d56b992a4de231daacd32fa78d2dae81

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=sha256:33cb2fc1cb72d555b8c14b169bd3a2e96938e3ca6999c6fe7d6385953f127d6c

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:bb29f64b23c3ac6093c4b7b4cf2da3a19805f25ef9fe18fccad1cb8614af4cea

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:e6304a3914a09984fcdb2cb1a4607d1dc24448b9c35fb09fa3f9f949f36aaf3a

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=sha256:70025fba250eac371c305fd046469cfeac60eeb8cbd3af88cf6231108a92b1b5

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=sha256:0c6ee1701c3c8cb3c280b7970af2ba5080c9e220845ef1027b4ec2756133239b

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=sha256:99054d3d694282877791e8a75192fea4231b88b94381171def7c9c34fe905117

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=sha256:14c6f2a736b95ec46d5badbeb5c626ad99cec177e3d45cd78b15f4a564aa4bb4

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=sha256:766aabd9e49fb3583f8beb99a7e92ede488f9fc0e3ed991728651db760c19799

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:a9e0049bf38a2ba3e3d22fe16a2b8047bd4f830337605a4e4abd9ee508b7f14d

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:b57106b63563586903708ef7c5dc1198e0066f1e3a3308fe2dfb0c069cefe918

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=sha256:5b8b687d6a5ba43015da11d400b13de4c8eb72b2854536f938bb93df847e691f

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:ca043131d67f0a7b875e25fb20856734706c504214ba76e1bdd5a5c18c583868

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=sha256:2552b6f88d073127d10bfe69129a89e44d925ca9dba3ea4a904d999e7926ccce

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:b362721644b4df01eb5801a56a883788b0652027531c3aa2d3a4f2cab03e0572

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=sha256:1b89946afd961df41b7d021a60bd0ab9f2a79c41d1a954e3196bb1fba1913324

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=sha256:2d22991730eebef6d54e9c72bcce78e4ad81c2e17714e68edac0c607e3d63f47

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:ce5ae7b78550f2b7b2c7e657bc13a7cf968ffbde8c166e68d2d7c9267d363bdc

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=sha256:0acf5742b25037763c6999c683082992c69d27ed79ceb06fca4b083afdfce43b

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:ff177fbcc45f1a3a99c475c4bb97e050fc9ee7e08355fd5d0a0c9284fdae6641

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:e788712dce0a7889e0b4e688879718bc36aa70ee731680510357f8b868d1d667

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:a17848149b16672f1c9cdca4c050a20d10bc79afd4f91b554c5300438e0d4b5f

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=sha256:5be93b6ca2c5ba10af4d5fad7d5867f3124488b18e8dba3fd1138c3a8d2dc1b5

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=sha256:20ce0410486737570e34121041354cc3fd6be9e944e4c835862da3cf02c6daf3

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=sha256:446bebe8eb312cec285e59031fd45251c084354d5967d9dd956419008521bc42

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:de24f69b6591af2ebc69c0753d7053c8410f400431696cf212a334cc10b4cdc8

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:ecccc3c54b407c49ed99c69731bca1ccbd9cbc2532889e41ce89871bb0becaa0

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

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

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=2026-08-15T15:19:36.700034Z digest=sha256:ff28a2eaf2fbd4363c3ec5f74ae69f56e6ef8e87302a578ad871210435c560b6

Pith citing papers

No inbound Pith citation observations are available.