Paper Citation Record · LEDGER

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models

As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2608.12192.

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

pith.paper-citation-record.v1
2608.12192 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:19:32.886422Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

43 of 43 outbound references displayed

verified exact2
verified fuzzy15
unresolved25
parse uncertain1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d05f3d77-7cb8-40f8-a5ae-690e74c70499 · outbound

This paper cites Sample-Efficient Optimisation over the Outputs of Generative Models.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Sample-Efficient Optimisation over the Outputs of Generative Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:19:33.384556Z

Source-reported events for the cited work

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Observation c11e7e90-4cd0-4e0f-9e14-f1096aeb2b76 · outbound

This paper cites 2023 , publisher=.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models 2023 , publisher=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.583584Z

Source-reported events for the cited work

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Observation ef9f6ff4-adcd-4cf9-84c7-bfe658bcf1c2 · outbound

This paper cites International Conference on Machine Learning , pages=.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models International Conference on Machine Learning , pages=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.954380Z

Source-reported events for the cited work

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Observation 0e00b970-919b-467a-993a-5f81b155d4e6 · outbound

This paper cites A General Framework for Inference-time Scaling and Steering of Diffusion Models.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models A General Framework for Inference-time Scaling and Steering of Diffusion Models

Reference 4

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Source-reported events for the cited work

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Observation 8e19b087-cf1c-4d20-87ba-fd965dc26c18 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.615198Z

Source-reported events for the cited work

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Observation 53ac0563-4517-4b12-b278-4d39a9fae54b · outbound

This paper cites and Bambrick, Joshua and Bodenstein, Sebastian W.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Bambrick, Joshua and Bodenstein, Sebastian W

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.933227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83740802-bb54-4a9a-99ae-e5da8706e854 · outbound

This paper cites an unresolved cited work.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:19:33.902872Z

Source-reported events for the cited work

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Observation 641ec734-5361-4ad4-a259-298618bb8766 · outbound

This paper cites and Deane, Charlotte M.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Deane, Charlotte M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.878871Z

Source-reported events for the cited work

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Observation 3a1d0154-837e-4b5b-9e03-80541f7b8001 · outbound

This paper cites and Ojoawo, Adedolapo and Otten, Renee and Apitz, Julia M.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Ojoawo, Adedolapo and Otten, Renee and Apitz, Julia M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.853182Z

Source-reported events for the cited work

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Observation b490e5ae-3224-4552-86d8-e6114733434b · outbound

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How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models , issn =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.824459Z

Source-reported events for the cited work

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Observation 0df49b31-0486-48ba-a94c-4eb702c0e32e · outbound

This paper cites and Dror, Ron O.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Dror, Ron O

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.794404Z

Source-reported events for the cited work

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Observation 10876def-b839-4c97-84f8-fdd5d3427fac · outbound

This paper cites an unresolved cited work.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 12

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Source-reported events for the cited work

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Observation 5c3ec22f-8143-41be-ad70-c2e68dcf55ed · outbound

This paper cites an unresolved cited work.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.676735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d361324e-a4aa-4663-bf91-acc5faa3d92f · outbound

This paper cites Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.682263Z

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Observation 69b25959-61a7-4797-a98c-8b1685f7ba37 · outbound

This paper cites Local Latent Space Bayesian Optimization over Structured Inputs.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Local Latent Space Bayesian Optimization over Structured Inputs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.691517Z

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Observation 95ea6d11-ff1b-4220-bab9-511cd7f23c9a · outbound

This paper cites and Duvenaud, David and Hernández-Lobato, José Miguel and Sánchez-Lengeling, Benjamín and Sheberla, Dennis and Aguilera-Iparraguirre, Jorge and Hirzel, Timothy D.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Duvenaud, David and Hernández-Lobato, José Miguel and Sánchez-Lengeling, Benjamín and Sheberla, Dennis and Aguilera-Iparraguirre, Jorge and Hirzel, Timothy D

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.739444Z

Source-reported events for the cited work

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Observation 8894c6e9-f679-40d3-895c-2ee6f7aa0935 · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Diffusion Models Beat GANs on Image Synthesis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.704803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2861076c-2ac3-4351-a0ff-25b1064698de · outbound

This paper cites Classifier-Free Diffusion Guidance.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Classifier-Free Diffusion Guidance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.712375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7033792-9f7e-4137-a472-a1c1f18e28d4 · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Training Diffusion Models with Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.718693Z

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Observation 4ab37920-b129-415c-9955-142a8ce2d27e · outbound

This paper cites Directly Fine-Tuning Diffusion Models on Differentiable Rewards.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Directly Fine-Tuning Diffusion Models on Differentiable Rewards

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.726071Z

Source-reported events for the cited work

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Observation 2c0ca835-8efc-4a2b-92c4-85386c564bec · outbound

This paper cites Diffusion Model Alignment Using Direct Preference Optimization.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Diffusion Model Alignment Using Direct Preference Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.731672Z

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Unavailable: canonical work link unavailable.

Observation 9147b0a3-e429-4194-a32a-bff6f7c2795e · outbound

This paper cites Elucidating the Design Space of Diffusion-Based Generative Models.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Elucidating the Design Space of Diffusion-Based Generative Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.737382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fce6ffd-6e5c-456a-bbc2-aad9384c1243 · outbound

This paper cites and Daulton, Samuel and Letham, Benjamin and Wilson, Andrew Gordon and Bakshy, Eytan , booktitle =.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Daulton, Samuel and Letham, Benjamin and Wilson, Andrew Gordon and Bakshy, Eytan , booktitle =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.742679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1391cbc3-0762-40b5-8833-4ff8c0d85d08 · outbound

This paper cites 2006 , publisher=.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models 2006 , publisher=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:19:32.748136Z

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Unavailable: canonical work link unavailable.

Observation d57a5358-ed87-4c2c-87b6-cd1d8dfe20d8 · outbound

This paper cites Advances in neural information processing systems , volume=.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Advances in neural information processing systems , volume=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.689836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5e1001de-5a6e-49a7-92bc-8105168dd777 · outbound

This paper cites and Means, Anthony R.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Means, Anthony R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.658938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff6b356d-c14e-4af8-b080-ef0522f22bea · outbound

This paper cites and Westbrook, John and Feng, Zukang and Gilliland, Gary and Bhat, T.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Westbrook, John and Feng, Zukang and Gilliland, Gary and Bhat, T

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.629936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b590db24-2078-4575-a707-a2c5f886bcfe · outbound

This paper cites The Annals of Mathematical Statistics , month =.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models The Annals of Mathematical Statistics , month =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.603015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4320b07d-495c-4f08-9fcb-d4d29ea7168c · outbound

This paper cites Michigan Mathematical Journal , month =.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Michigan Mathematical Journal , month =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.580632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 77776f30-6df2-4df8-b2ad-2ece2292b7d8 · outbound

This paper cites Proteins: Structure, Function, and Bioinformatics , month =.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Proteins: Structure, Function, and Bioinformatics , month =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.553583Z

Source-reported events for the cited work

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Observation 21feab88-b084-460a-8b78-02f02b68b7ff · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Score-Based Generative Modeling through Stochastic Differential Equations

Reference 31

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Source-reported events for the cited work

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Observation 0fce1c07-bd92-4e18-98da-ba549854019a · outbound

This paper cites Understanding the performance gap between online and offline alignment algorithms.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Understanding the performance gap between online and offline alignment algorithms

Reference 32

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Observation f9707623-65f9-45e4-94ce-ce9fe1aee082 · outbound

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How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Arendall, W

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:19:33.533595Z

Source-reported events for the cited work

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Observation 85328312-acdb-4bac-aa61-e7387205b195 · outbound

This paper cites and Headd, Jeffrey J.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Headd, Jeffrey J

Reference 34

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Source-reported events for the cited work

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Observation 7e7d9e01-a34a-4b42-8403-3a3d859a5bbe · outbound

This paper cites and Patterson, Michael G.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models and Patterson, Michael G

Reference 35

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Observation 9f8d270c-e69b-4610-b8f1-760ff1d50e33 · outbound

This paper cites Langley , title =.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Langley , title =

Reference 36

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Source-reported events for the cited work

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Observation a1d326d5-e1fe-4ce3-9f2f-17330b938e22 · outbound

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How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 37

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Observation b7f1c753-a51b-458a-b736-21f5672d2de9 · outbound

This paper cites an unresolved cited work.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 38

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Observation 042e6ab8-66c4-4725-9fd6-12e9e5c1fccf · outbound

This paper cites an unresolved cited work.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 39

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Observation 2373203c-567d-4a40-b1d7-5efcac4c4c5e · outbound

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How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 40

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Observation 131c1d88-e5ac-4cdc-b931-c9300c662e62 · outbound

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How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fbef34-a3a8-48d5-a409-f916d94d5084 · outbound

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How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Newell and P

Reference 42

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Unavailable: canonical work link unavailable.

Observation 48b9ff27-ac4e-4df0-9397-f495bb39c843 · outbound

This paper cites an unresolved cited work.

How to Spend Your Oracle Budget: Practical Guidance for Protein Structure Prediction Models Unresolved cited work

Reference 43

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Pith citing papers

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