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Paper Citation Record · LEDGER

Data Reliability Scoring

As of 7 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2510.17085.

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

pith.paper-citation-record.v1
2510.17085 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:14:52.297500Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:17:32.079917Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T00:17:34.003571Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved63
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fe28c4e-8e59-4eb2-8ed8-b76c6e1b2c15 · outbound

This paper cites A general class of coefficients of divergence of one distribution from another.Journal of the Royal Statistical Society: Series B (Methodological), 28(1):131–142, 1966.

Data Reliability Scoring A general class of coefficients of divergence of one distribution from another.Journal of the Royal Statistical Society: Series B (Methodological), 28(1):131–142, 1966

Reference 1

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T09:14:44.407303Z digest=sha256:2ae7648fcc4303ea63ba7d8394979b85701eaac670c03ca6c23b5ffa245532e8

Observation 7180e86d-6d04-45e0-a9ae-39ecae1455f7 · outbound

This paper cites Fundamentals of Task-Agnostic Data Valuation.

Data Reliability Scoring Fundamentals of Task-Agnostic Data Valuation

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T09:14:44.496515Z digest=sha256:fd3ab2b66c114844ce2090b48d6ea520f9199fe51ab9ae8918df8ad99332bdcc

Observation 8191337e-a133-474e-af5c-e0c55be2ce11 · outbound

This paper cites Theory of reproducing kernels.Transactions of the American mathemat- ical society, 68(3):337–404, 1950.

Data Reliability Scoring Theory of reproducing kernels.Transactions of the American mathemat- ical society, 68(3):337–404, 1950

Reference 3

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source=pdf_text observed=2026-08-04T09:14:44.565434Z digest=sha256:9f106356278e23eb91ec45aea6dfc79bffec200daafd10afe7c933bc327a1192

Observation e9439465-8086-4f56-b360-7fd845677b02 · outbound

This paper cites Springer Science & Business Media, 2011.

Data Reliability Scoring Springer Science & Business Media, 2011

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T09:14:44.634015Z digest=sha256:8c463037f5f88f6e0beb308a4b5a0dabc6c0518d76d6617407ad360b62822104

Observation a0f03588-6b46-47d5-a605-ad122e078ca6 · outbound

This paper cites Equivalent comparisons of experiments.The annals of mathematical statis- tics, pages 265–272, 1953.

Data Reliability Scoring Equivalent comparisons of experiments.The annals of mathematical statis- tics, pages 265–272, 1953

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T09:14:44.787284Z digest=sha256:496921b657d6bf9ce202ff7d88d34365ea4d74726f59ec81426646e90dc7f92e

Observation 8acfded5-b957-48d8-9d72-133a3891fe94 · outbound

This paper cites Anomaly detection: A survey.ACM computing surveys (CSUR), 41(3):1–58, 2009.

Data Reliability Scoring Anomaly detection: A survey.ACM computing surveys (CSUR), 41(3):1–58, 2009

Reference 6

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T09:14:44.912479Z digest=sha256:16809a74f58746f73feb1ea9f5de562732f03605b5735fa7b9b585d89b184e8b

Observation 9f347d4b-bc08-4e27-a6e7-08d56d152abe · outbound

This paper cites A simple framework for contrastive learning of visual representations.

Data Reliability Scoring A simple framework for contrastive learning of visual representations

Reference 7

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source=pdf_text observed=2026-08-04T09:14:45.047075Z digest=sha256:bf38135824e89ee3af45ae4c5bd62004adb4abe218f8a1bf8f672c6c5a0a3aca

Observation cb7f5c42-e77e-4477-956c-9d3410bc4715 · outbound

This paper cites Informational substitutes.

Data Reliability Scoring Informational substitutes

Reference 8

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no resolver link, observed 2026-08-04T09:14:45.175285Z

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source=pdf_text observed=2026-08-04T09:14:45.175285Z digest=sha256:212f02925df15e8db600da0464c38bf735121eda3ebae495ec171a9ca6752b36

Observation ec6c7089-d9d9-4750-abeb-b8b51c755cb4 · outbound

This paper cites Dennis Cook and Sanford Weisberg.

Data Reliability Scoring Dennis Cook and Sanford Weisberg

Reference 9

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source=pdf_text observed=2026-08-04T09:14:45.326788Z digest=sha256:1bb953996d9423ad214d92596ccbadb4c8fa954c1d28725f964e3994e93e6ca2

Observation c23fafe0-f425-4284-826b-00e3dd9b520a · outbound

This paper cites Eine informationstheoretische ungleichung und ihre anwendung auf beweis der ergodizitaet von markoffschen ketten.Magyer Tud.

Data Reliability Scoring Eine informationstheoretische ungleichung und ihre anwendung auf beweis der ergodizitaet von markoffschen ketten.Magyer Tud

Reference 10

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source=pdf_text observed=2026-08-04T09:14:45.444135Z digest=sha256:b09267a549ddfe3711f49890392b1b0a887f78fc620b984ced85f32992ff22a1

Observation ff8476b2-4ad9-473b-be68-e6338bf04351 · outbound

This paper cites A class of measures of informativity of observation channels.Periodica Mathe- matica Hungarica, 2(1-4):191–213, 1972.

Data Reliability Scoring A class of measures of informativity of observation channels.Periodica Mathe- matica Hungarica, 2(1-4):191–213, 1972

Reference 11

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source=pdf_text observed=2026-08-04T09:14:45.595064Z digest=sha256:7e1d9d293b61ad8779dc08f91e21907445cb400459afdaf4e6730043dfb83aa6

Observation 8357accd-c72b-44b5-b9fb-aae283d16687 · outbound

This paper cites Crowdsourced judgement elicitation with endogenous proficiency.

Data Reliability Scoring Crowdsourced judgement elicitation with endogenous proficiency

Reference 12

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source=pdf_text observed=2026-08-04T09:14:45.728649Z digest=sha256:33c187f2403aea57704cd6b2b71f14f0e2c8f22b0bfbbe9d61a03b20f64eee47

Observation dbaeb501-3335-4da7-8db3-0b68650c67f9 · outbound

This paper cites Vector-valued property elicitation.

Data Reliability Scoring Vector-valued property elicitation

Reference 13

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source=pdf_text observed=2026-08-04T09:14:45.895661Z digest=sha256:1def8ffe54e4776bec18c3df4b0ee81665e092ca01474341a1635f99909bbae6

Observation e3a30daf-a7bb-4dd9-8bcb-d8f1bd88fec0 · outbound

This paper cites Data shapley: Equitable valuation of data for machine learning.

Data Reliability Scoring Data shapley: Equitable valuation of data for machine learning

Reference 14

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source=pdf_text observed=2026-08-04T09:14:46.053583Z digest=sha256:b3117db5530d6a125b7053a0e35534ccd39d77d3331f313b7b6849f0b1209e24

Observation cd22b804-e9e7-4bf7-bffa-fc935d388865 · outbound

This paper cites Academic Press, 2014.

Data Reliability Scoring Academic Press, 2014

Reference 15

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source=pdf_text observed=2026-08-04T09:14:46.159333Z digest=sha256:4062bb4e167487a54a1d3e080a18c48e309afb3bf74850ee1ac56070ff2e4da7

Observation d09f143f-d722-4569-a361-48d5b82948cf · outbound

This paper cites Strictly proper scoring rules, prediction, and estima- tion.Journal of the American statistical Association, 102(477):359–378, 2007.

Data Reliability Scoring Strictly proper scoring rules, prediction, and estima- tion.Journal of the American statistical Association, 102(477):359–378, 2007

Reference 16

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source=pdf_text observed=2026-08-04T09:14:46.282254Z digest=sha256:f051170331b4e0ab9f0adee1f03cf59d1d8027025b494df7cc0aadff8029f2a5

Observation d725a9c0-b814-47f4-accd-6030fc5799a2 · outbound

This paper cites Error detecting and error correcting codes.The Bell system technical journal, 29(2):147–160, 1950.

Data Reliability Scoring Error detecting and error correcting codes.The Bell system technical journal, 29(2):147–160, 1950

Reference 17

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source=pdf_text observed=2026-08-04T09:14:46.381002Z digest=sha256:a66b3a65e5fda8293e9a1c31fc04dc46cea2fe24cae7d555fa4b8e36aacbb98b

Observation 13059263-65fd-438e-9f9b-f0654026582f · outbound

This paper cites Cambridge university press, 2012.

Data Reliability Scoring Cambridge university press, 2012

Reference 18

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source=pdf_text observed=2026-08-04T09:14:46.482592Z digest=sha256:08562f44ee111e1788e1b0ae0388f76ad3bae802e9de10efbbaed1927b372301

Observation 60789b24-dcb0-4108-a16e-76635dcf89e8 · outbound

This paper cites Information value theory.IEEE Transactions on systems science and cybernetics, 2(1):22–26, 2007.

Data Reliability Scoring Information value theory.IEEE Transactions on systems science and cybernetics, 2(1):22–26, 2007

Reference 19

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source=pdf_text observed=2026-08-04T09:14:46.566413Z digest=sha256:568a7b01c729b803f587877f9c8eb3b5a588b24713296c7d1078f0b1127bad70

Observation 1be4499d-829c-4c9d-a3a2-4f31586eaa25 · outbound

This paper cites When are the inverses of stochastic matrices also stochastic matrices? Mathe- matics Stack Exchange.

Data Reliability Scoring When are the inverses of stochastic matrices also stochastic matrices? Mathe- matics Stack Exchange

Reference 20

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source=pdf_text observed=2026-08-04T09:14:46.721318Z digest=sha256:c89020a367d3a9590fa7e37e67e6bb924cca0c1060fd3489c152075ec7e6c9f2

Observation a35b744b-40df-41fc-87b3-6a0a76785f6b · outbound

This paper cites John Wiley & Sons, 2004.

Data Reliability Scoring John Wiley & Sons, 2004

Reference 21

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source=pdf_text observed=2026-08-04T09:14:46.866458Z digest=sha256:4161c69f1d69341e98ff0d69f8254a43cfc5e672a882391813147ba31088325e

Observation e0195173-5217-46e2-a1bd-626f8c0d7f82 · outbound

This paper cites Determinant Approximations.

Data Reliability Scoring Determinant Approximations

Reference 22

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source=pdf_text observed=2026-08-04T09:14:46.995824Z digest=sha256:40868186646157a54c9bd6099755b2c1f8eb94a8394e30211535b323ffecc1f4

Observation cb3d07e9-66cf-4db3-81e3-bae49c45f48c · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-04T09:14:47.180119Z digest=sha256:aa34eca5d7b3d655cdafa77a10d84861a7c1a6b3203bd49d1affdd381f3e0333

Observation a8ffc19a-fb95-47f9-973e-603989039531 · outbound

This paper cites The selection of prior distributions by formal rules.

Data Reliability Scoring The selection of prior distributions by formal rules

Reference 24

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source=pdf_text observed=2026-08-04T09:14:47.300297Z digest=sha256:5c943584c76b0e5492df6e8e94ee38645d8a1cd522937b9889c5daa40f78e122

Observation 554e65ea-66cf-424a-8aad-e55ba05e9644 · outbound

This paper cites Kim and Eugene H.

Data Reliability Scoring Kim and Eugene H

Reference 25

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source=pdf_text observed=2026-08-04T09:14:47.468890Z digest=sha256:75c8a0b4565419c69e0e14463ce3e6d94a73aa0f16dddbce14d493b135da3168

Observation 66b13b51-ec53-49ef-be79-014ab991f896 · outbound

This paper cites Understanding black-box predictions via influence functions.

Data Reliability Scoring Understanding black-box predictions via influence functions

Reference 26

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source=pdf_text observed=2026-08-04T09:14:47.620045Z digest=sha256:c4d45d883792927cc9a605f4a830e50a8722ee9b188251ea4e6fa77526acdd45

Observation 31fab158-406b-40a8-bfda-f0d2500cd39d · outbound

This paper cites Dominantly truthful multi-task peer prediction with a constant number of tasks.

Data Reliability Scoring Dominantly truthful multi-task peer prediction with a constant number of tasks

Reference 27

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source=pdf_text observed=2026-08-04T09:14:47.964654Z digest=sha256:6f6a588630071234f8073b5566e004c6b3c0bf63ab2a79056ea843a0356abc0d

Observation 64769621-2ef4-4684-afc9-a76786cd0de8 · outbound

This paper cites Dominantly truthful peer prediction mechanisms with a finite number of tasks.

Data Reliability Scoring Dominantly truthful peer prediction mechanisms with a finite number of tasks

Reference 28

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doi, observed 2026-08-04T09:19:40.914307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T09:14:48.082262Z digest=sha256:02f58d004a0bff87b7460996096eac1991c577c7eb1063243654be99d4e766ce

Observation 9f2e566d-a1a1-4a9f-92a8-1b86aedee8f1 · outbound

This paper cites Learning multiple layers of features from tiny images.

Data Reliability Scoring Learning multiple layers of features from tiny images

Reference 29

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source=pdf_text observed=2026-08-04T09:14:48.182639Z digest=sha256:33c7b6f6f178f8effa69fcb3998cafe7ec4c79083758fa9b02383723899c3a85

Observation b4dcf309-32b0-4c53-a253-4c2ab2733f5b · outbound

This paper cites On information and sufficiency.The annals of mathematical statistics, 22(1):79–86, 1951.

Data Reliability Scoring On information and sufficiency.The annals of mathematical statistics, 22(1):79–86, 1951

Reference 30

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source=pdf_text observed=2026-08-04T09:14:48.246454Z digest=sha256:79b11a9836ae2c5b3b852c5673761a69275b59f28242567ec6df5288ea6d83d3

Observation cd7f5f71-59e7-48b8-a8dc-dd736ccb0681 · outbound

This paper cites Eliciting properties of probability distributions.

Data Reliability Scoring Eliciting properties of probability distributions

Reference 31

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source=pdf_text observed=2026-08-04T09:14:48.340358Z digest=sha256:c900b8933f348692e7d7277a64cc8270363b88fbcaf2ededb88c1977a200da21

Observation 71263b7b-7de3-4e52-8379-1777ac751ecc · outbound

This paper cites Surrogate Scoring Rules.

Data Reliability Scoring Surrogate Scoring Rules

Reference 32

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source=pdf_text observed=2026-08-04T09:14:48.423365Z digest=sha256:947376357ce81594e558883a1bed9b0c5beffbfa8034c2a8b5229769564d68c3

Observation 31465390-0010-4d79-b07c-3257d4ebc936 · outbound

This paper cites Peer loss functions: Learning from noisy labels without knowing noise rates.

Data Reliability Scoring Peer loss functions: Learning from noisy labels without knowing noise rates

Reference 33

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source=pdf_text observed=2026-08-04T09:14:48.516717Z digest=sha256:6ca938db0be0963dcebf05d44000ddb7bcdda639fd7ad79966d358077575e164

Observation 9198bd5f-84a4-4b75-9c38-293c173849f4 · outbound

This paper cites John Wiley & Sons, 2021.

Data Reliability Scoring John Wiley & Sons, 2021

Reference 34

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source=pdf_text observed=2026-08-04T09:14:48.601981Z digest=sha256:efd41ae3bef805991febb0eb4d2022482d72fe7c526e748eb8fd509de2140b98

Observation 875d1d4e-30e7-482b-87e9-69ffbbd4848d · outbound

This paper cites Miller, P.

Data Reliability Scoring Miller, P

Reference 35

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source=pdf_text observed=2026-08-04T09:14:48.667498Z digest=sha256:6e9e423d87d648c25c9162add44e1371af23f63ebfa8862355068edfa9a62f88

Observation 74f722f4-6e50-4522-9fda-eb80aede6fc0 · outbound

This paper cites Markov processes and the h-theorem.Journal of the Physical Society of Japan, 18(3):328–331, 1963.

Data Reliability Scoring Markov processes and the h-theorem.Journal of the Physical Society of Japan, 18(3):328–331, 1963

Reference 36

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doi, observed 2026-08-04T09:19:40.632141Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T09:14:48.751042Z digest=sha256:934fd62ab58b63744687a1bae044c29dd21861523dd3c0015a4a884c5598bb39

Observation f494f9ee-a303-4a61-bbd9-50c70094db27 · outbound

This paper cites Learning with noisy labels.Advances in neural information processing systems, 26, 2013.

Data Reliability Scoring Learning with noisy labels.Advances in neural information processing systems, 26, 2013

Reference 37

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source=pdf_text observed=2026-08-04T09:14:48.826262Z digest=sha256:6d63bda760d44912e8ac6b43d0481020a78ed2954a88141ffc01e9dcfe3dd1a9

Observation 7767f1e5-312f-46a9-8d2d-afa576c871d0 · outbound

This paper cites University of California, Berkeley, 1985.

Data Reliability Scoring University of California, Berkeley, 1985

Reference 38

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source=pdf_text observed=2026-08-04T09:14:48.942232Z digest=sha256:1868aa5fb9c89045e43d298226a52900f6c6a76ebf99bf6e4efbe2a1e02d82c3

Observation f63b5b91-3461-4040-869a-3ab2e89dadf5 · outbound

This paper cites Optimum bounds for the distributions of martingales in banach spaces.The Annals of Probability, pages 1679–1706, 1994.

Data Reliability Scoring Optimum bounds for the distributions of martingales in banach spaces.The Annals of Probability, pages 1679–1706, 1994

Reference 39

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Observation f9499945-f303-47f8-91be-7f0b00e5b4ff · outbound

This paper cites A survey of data quality requirements that matter in ml development pipelines.ACM Journal of Data and Information Quality, 15 (2):1–39, 2023.

Data Reliability Scoring A survey of data quality requirements that matter in ml development pipelines.ACM Journal of Data and Information Quality, 15 (2):1–39, 2023

Reference 40

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source=pdf_text observed=2026-08-04T09:14:49.090726Z digest=sha256:4ec2fb2e3bac6b00ed6d55ccb86cdd6ddb0d70527c7bc30abf6f761c925965a3

Observation 22b4c94b-6a01-46af-b738-b5b141bc81a4 · outbound

This paper cites Bureau of Labor Statistics.

Data Reliability Scoring Bureau of Labor Statistics

Reference 41

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Observation ccd6a4d0-f428-48da-947c-09d80ef16d67 · outbound

This paper cites Federal Tax Deposits (Table IV).

Data Reliability Scoring Federal Tax Deposits (Table IV)

Reference 42

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source=pdf_text observed=2026-08-04T09:14:49.255972Z digest=sha256:9d1884454678aa47e997635573e7f5554bf1e806f8cc87736835ce968a99310e

Observation 17e32bc5-3ab5-4252-80d7-d58be499ebee · outbound

This paper cites Is the determinant the only group homomorphism fromGL n(R) to R×? Mathematics Stack Exchange.

Data Reliability Scoring Is the determinant the only group homomorphism fromGL n(R) to R×? Mathematics Stack Exchange

Reference 43

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source=pdf_text observed=2026-08-04T09:14:49.361356Z digest=sha256:7c6e65b7b80103c3ecd3162c44bbf92b706d755fad22fb6156cbaea990a42f55

Observation 02927e2a-c5f3-4972-8ef9-1ff9fa825774 · outbound

This paper cites Beyond accuracy: What data quality means to data consumers.Journal of management information systems, 12(4):5–33, 1996.

Data Reliability Scoring Beyond accuracy: What data quality means to data consumers.Journal of management information systems, 12(4):5–33, 1996

Reference 44

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source=pdf_text observed=2026-08-04T09:14:49.447272Z digest=sha256:f4b219a2422b0efd374f2b50c9f33dad095d8fcd057ef5b2d2d68b031be837a9

Observation 45edd259-f376-4c39-8739-932a3591388a · outbound

This paper cites L dmi: A novel information-theoretic loss function for training deep nets robust to label noise.Advances in neural information processing systems, 32, 2019.

Data Reliability Scoring L dmi: A novel information-theoretic loss function for training deep nets robust to label noise.Advances in neural information processing systems, 32, 2019

Reference 45

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source=pdf_text observed=2026-08-04T09:14:49.495593Z digest=sha256:b31c8fdcc79d660d947dbb7cd9692d2778bcbfae5e50cc66c8abbd1c62e86067

Observation 80da4eb5-67dd-45d5-acde-12e78a2fb0ff · outbound

This paper cites Barlow twins: Self- supervised learning via redundancy reduction, 2021.

Data Reliability Scoring Barlow twins: Self- supervised learning via redundancy reduction, 2021

Reference 46

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source=pdf_text observed=2026-08-04T09:14:49.592710Z digest=sha256:0109bcb179737bfadd4c06467ae2088948d467490d30847f5eaba241ebadb9c5

Observation 67e9e500-3965-4c1b-b469-f468f6f26e3c · outbound

This paper cites The Limits of Multi-task Peer Prediction.

Data Reliability Scoring The Limits of Multi-task Peer Prediction

Reference 47

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source=pdf_text observed=2026-08-04T09:14:49.687729Z digest=sha256:b9cb1b5406eeac4be246a94b3bfbe0a8927c7074ae86587a1fe4f50da8c66633

Observation cd0f758c-fe16-45ee-8ef3-1bc8287e8147 · outbound

This paper cites Proper Dataset Valuation by Pointwise Mutual Information.

Data Reliability Scoring Proper Dataset Valuation by Pointwise Mutual Information

Reference 48

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source=pdf_text observed=2026-08-04T09:14:49.768914Z digest=sha256:4f7fa1e70992904d4f37116494414346c6e63b1baddd05131be6dbf033ab58fe

Observation 3e2461e1-acae-41f8-a821-c3974bbdcd7b · outbound

This paper cites Characteristic kernels on hilbert spaces, banach spaces, and on sets of measures, 2022.

Data Reliability Scoring Characteristic kernels on hilbert spaces, banach spaces, and on sets of measures, 2022

Reference 49

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source=pdf_text observed=2026-08-04T09:14:49.871385Z digest=sha256:5d627d4100336c67513b9170bc1b81f33c87a6a1ba78bf40e50ca1d919c5c16d

Observation 6278d392-283d-489e-957f-510886b57006 · outbound

This paper cites Zou and Ryan P.

Data Reliability Scoring Zou and Ryan P

Reference 50

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source=pdf_text observed=2026-08-04T09:14:49.943804Z digest=sha256:52f7c241286f94e3b9bc90b658e94e1631308aaca6a6cbac2ac87e1e164d1737

Observation a4d45ae3-f104-4309-ba1b-9e10abf59786 · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-04T09:14:50.055371Z digest=sha256:c6f1631444edd35a90f820f21e8d08e0ee954ca98415542869d717fdedb396ee

Observation 768651d3-3c7b-41af-8e48-3af789ee68ed · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-04T09:14:50.158627Z digest=sha256:7d3957e160d123194579ae95c6c465438e64fd943922ad276c431c648f6e3872

Observation 11f6655f-1960-4f55-a976-0d0ec5cd62a0 · outbound

This paper cites Next, we show that the reliability orderings defined in Section 2 form a strict partial order over reports, given a fixed true data.

Data Reliability Scoring Next, we show that the reliability orderings defined in Section 2 form a strict partial order over reports, given a fixed true data

Reference 54

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source=pdf_text observed=2026-08-04T09:14:50.321445Z digest=sha256:3a23d25538daccaceb99d4a7d64f2bc41faeb5a4c7276b52c423333ff91779c3

Observation f4218828-de48-489a-b61c-b58ab35a57ff · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-04T09:14:50.466862Z digest=sha256:8ce1d838e8c629d8573ce274d5f6bd335d35e72990484b3078f231e3632994a8

Observation 7eb41e95-c1b6-4bec-ba66-a79f14c2febc · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-04T09:14:50.611691Z digest=sha256:ad91d16e02a331a71765da6c6e45786ed2a18868c9e54c92bd2b54d8fd3138fd

Observation f085d9d1-278a-4c47-aafb-9f50ecd32dd0 · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-04T09:14:50.859935Z digest=sha256:9bf632271be9deb0f6300acff06a1d4144371321ffc5e2425bca21a1f49dc2fe

Observation cca48313-b203-4b0c-82c6-a8a4605ff6d4 · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-04T09:14:51.068002Z digest=sha256:521e58f0346ee7a0336ab4d31e28414013c684844c02dd43b573aa8a3e58df66

Observation 2f14d913-c35d-4e3f-852c-74026d8c58c1 · outbound

This paper cites Finally, note that we can easily generalize this construction beyond three dimensions by padding the other dimension with identity.

Data Reliability Scoring Finally, note that we can easily generalize this construction beyond three dimensions by padding the other dimension with identity

Reference 59

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source=pdf_text observed=2026-08-04T09:14:51.205097Z digest=sha256:7ddb0db4df962d54e5ea27cf9c07a2619ad66d5ea07f0047ec21b71e0a7f78f0

Observation a6cc9d02-274c-4ace-ad4a-4ad0e76b0146 · outbound

This paper cites Hence, with Eq.

Data Reliability Scoring Hence, with Eq

Reference 60

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source=pdf_text observed=2026-08-04T09:14:51.331245Z digest=sha256:549a4f0a9519ba16af13081bf8dd7a9d40caeee8eb9019a7867a2197c538a766

Observation 358af2d1-1c41-4b3d-b683-a975fe08212d · outbound

This paper cites Moreover, delta kernel is injective, so the statement also holds.

Data Reliability Scoring Moreover, delta kernel is injective, so the statement also holds

Reference 61

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source=pdf_text observed=2026-08-04T09:14:51.466276Z digest=sha256:28219204325da5dbb36258991535ac8d1b81264fab82adbd75babbd3ca9fa958

Observation b5a3f0ef-098b-46e2-ae2e-f10b48c8c5b3 · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-04T09:14:51.607673Z digest=sha256:3a9f637efbad26d345d0f94e9de18e002db5d4b81f8180ed78e4304db74d79f3

Observation d4e8a314-de4d-4df2-a9f8-42f9c7c0931d · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-04T09:14:51.730533Z digest=sha256:54df3c88008286cc0a536e3bf65af764906d6d9af5ec97926507517295672df2

Observation 002d4b5b-b130-4023-b0ed-a451af4adbe7 · outbound

This paper cites 10P/Qis the Radon-Nikodym derivative between measuresPandQ, and it is equal to the ratio of density function.

Data Reliability Scoring 10P/Qis the Radon-Nikodym derivative between measuresPandQ, and it is equal to the ratio of density function

Reference 64

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source=pdf_text observed=2026-08-04T09:14:51.903585Z digest=sha256:ff35ed01edcb1e35c88326d6c293066783b94f0d5dbb05394c491db83cc4cf72

Observation 6fe623e9-8a17-432c-8f0d-268ebfd1f4e6 · outbound

This paper cites an unresolved cited work.

Data Reliability Scoring Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-04T09:14:52.033905Z digest=sha256:cfbb37b83a46eb0a2ffb3a9a3fb6fdf80dd90539d116c1f19e6c74f752bd1e0d

Observation 61caf58e-dbe5-4c6c-ba17-b80bf3728509 · outbound

This paper cites The maximum correlation can be also written as max (f,g)∈S E[f(x)g(y)] whereSis the collection of real-valued random variables so thatEf(x) =Eg(y) = 0 and Ef(x) 2 =Eg(y) 2 = 1.

Data Reliability Scoring The maximum correlation can be also written as max (f,g)∈S E[f(x)g(y)] whereSis the collection of real-valued random variables so thatEf(x) =Eg(y) = 0 and Ef(x) 2 =Eg(y) 2 = 1

Reference 66

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source=pdf_text observed=2026-08-04T09:14:52.148281Z digest=sha256:3342de52d4600c923b61f4012ffabdcfe537687b1098ee3de1e8565b2ad21589

Observation 19f0676c-356f-4597-aef6-c2190462c036 · outbound

This paper cites experiment-agnostic.

Data Reliability Scoring experiment-agnostic

Reference 67

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source=pdf_text observed=2026-08-04T09:14:52.297500Z digest=sha256:5891c831ff4c4596cb2281cf78864ee5998a7f2d6de516d19529abf41e1daa1e

Observation 0814e6f8-2a81-4b6d-8af0-8d28a8f63265 · outbound

This paper cites URLhttps://proceedings.mlr.press/v70/koh17a.html.

Data Reliability Scoring URLhttps://proceedings.mlr.press/v70/koh17a.html

Reference 1894

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source=pdf_text observed=2026-08-04T09:14:47.798725Z digest=sha256:9215152cd41f32328512f63285e2385165ed38cd8c6b1edfdf10f40cfaea55b8

Pith citing papers

Observation 5b79ceab-32b3-4a65-8c89-c9ef42c9c4ac · inbound

Scoring Rules! Statistical and Strategic Alignment for Text Evaluation Metrics cites this paper.

Scoring Rules! Statistical and Strategic Alignment for Text Evaluation Metrics Data Reliability Scoring

Reference 2024

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source=pdf_text observed=2026-08-06T00:17:32.079917Z digest=sha256:6fa3d308fcf91b7196fd3bd1d18dc05e65ba26d347be31a9c48c0132cba0ad21