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Paper Citation Record · LEDGER

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey

As of 10 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2606.21035.

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

pith.paper-citation-record.v1
2606.21035 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

57 of 57 outbound references displayed

  • verified exact35
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch18

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8123a42e-047c-4208-a3eb-33bcc354cf2e · outbound

This paper cites G., Aguilar, J., Ahlen, S., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey G., Aguilar, J., Ahlen, S., et al

Reference 1

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metadata mismatch
doi, observed 2026-06-26T13:49:31.197581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation bcfde4da-bf0b-4da4-8734-66ec1758139a · outbound

This paper cites G., Aguilar, J., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey G., Aguilar, J., et al

Reference 2

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verified exact
doi, observed 2026-06-26T13:49:31.193819Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4a5fcd03-f671-4c99-87af-241df3f594c7 · outbound

This paper cites M., Davis, T.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey M., Davis, T

Reference 3

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verified exact
doi, observed 2026-06-26T13:49:31.233375Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4bc51c4f-7fdc-462a-b21d-bb75164d9e7f · outbound

This paper cites WST -- Widefield Spectroscopic Telescope: Motivation, science drivers and top-level requirements for a new dedicated facility.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey WST -- Widefield Spectroscopic Telescope: Motivation, science drivers and top-level requirements for a new dedicated facility

Reference 4

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arxiv_id, observed 2026-06-26T13:49:31.237665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e06b277f-6445-4787-9b2d-a6dad0dcec73 · outbound

This paper cites keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey keywords =

Reference 5

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doi, observed 2026-06-26T13:49:31.195629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation c87c75e1-28e2-4e83-b7ab-b62bf40e4c0d · outbound

This paper cites keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey keywords =

Reference 6

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doi, observed 2026-06-26T13:49:31.262546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 8e59292d-12a3-47a1-8c41-491cb3504ac5 · outbound

This paper cites Besuner , A.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey Besuner , A

Reference 7

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arxiv_id, observed 2026-06-26T13:49:31.224305Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 721e88eb-c638-42dd-951e-2a9cccb0f017 · outbound

This paper cites SIGMOD Rec.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey SIGMOD Rec

Reference 8

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arxiv_id, observed 2026-06-26T13:49:31.200636Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 86aac413-a681-4387-9b3f-aa0952ce616f · outbound

This paper cites M., Kriegel, H.-P., Ng, R.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey M., Kriegel, H.-P., Ng, R

Reference 9

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no resolver link, observed 2026-06-26T13:46:06.538799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7bd6f680-1d69-46fb-a730-f0f344f06c35 · outbound

This paper cites Breunig, Hans-Peter Kriegel, Raymond T.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey Breunig, Hans-Peter Kriegel, Raymond T

Reference 10

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arxiv_id, observed 2026-06-26T13:49:31.203711Z

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Observation 50cf1f33-1bfa-4fc2-9856-67c0000bd6dc · outbound

This paper cites keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey keywords =

Reference 11

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metadata mismatch
doi, observed 2026-06-26T13:49:31.250385Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6d2655c8-b644-4931-893d-4516a8f5d646 · outbound

This paper cites 2022, Target Selection and Validation of DESI Quasars, doi: 10.3847/1538-4357/acb3c2.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2022, Target Selection and Validation of DESI Quasars, doi: 10.3847/1538-4357/acb3c2

Reference 12

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verified exact
doi, observed 2026-06-26T13:49:31.217904Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 09f2acb9-3e1d-42e1-bbb7-ebc4c2157644 · outbound

This paper cites 2020, The Messenger, 180, 10.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2020, The Messenger, 180, 10

Reference 13

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no resolver link, observed 2026-06-26T13:46:06.538799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d19edc79-6a7f-4d27-bba6-fcadc9cc2b4c · outbound

This paper cites J., & Pearson, E.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., & Pearson, E

Reference 14

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verified exact
doi, observed 2026-06-26T13:49:31.248468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f9d10b3c-f03d-4069-afd0-bee5e16154d5 · outbound

This paper cites The DESI Experiment Part II: Instrument Design.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey The DESI Experiment Part II: Instrument Design

Reference 15

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verified exact
local_arxiv, observed 2026-07-04T07:09:37.827448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f05c3620-daa0-4b3c-b200-a192cdd418a8 · outbound

This paper cites L., Bandi, B., Philipsborn, S., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey L., Bandi, B., Philipsborn, S., et al

Reference 16

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0850a649-8b93-40ab-9b2c-898c99650803 · outbound

This paper cites P., Koposov, S.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey P., Koposov, S

Reference 17

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verified exact
doi, observed 2026-06-26T13:49:31.244610Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation a30b92c3-369d-4543-a6bd-2252dfc2385f · outbound

This paper cites DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints

Reference 18

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metadata mismatch
local_arxiv, observed 2026-06-26T13:49:31.191798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 28a5a1e7-071a-4276-9d80-7fd3828bd35e · outbound

This paper cites J., Lang, D., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., Lang, D., et al

Reference 19

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verified exact
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 58884607-177e-4c12-9fbb-c92ef2c1bf19 · outbound

This paper cites 2023, AJ, 165, 144, doi: 10.3847/1538-3881/acb212.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2023, AJ, 165, 144, doi: 10.3847/1538-3881/acb212

Reference 20

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verified exact
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 45192872-e970-4117-bbd2-77cdd8293d00 · outbound

This paper cites J., Ruiz-Macias, O., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., Ruiz-Macias, O., et al

Reference 21

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7f676e08-efed-4c75-9963-7e5efaa87b1b · outbound

This paper cites P., & Geller, M.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey P., & Geller, M

Reference 22

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verified exact
doi, observed 2026-06-26T13:49:31.214222Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation a49fdab0-3d4c-4466-b163-ce81e0a92765 · outbound

This paper cites M., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey M., et al

Reference 23

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verified exact
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 2411b644-c735-4977-9cd6-af4d1e66482a · outbound

This paper cites SDSS-V: Pioneering Panoptic Spectroscopy.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey SDSS-V: Pioneering Panoptic Spectroscopy

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-06-26T13:49:31.208239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 81f729ff-af54-4c09-ab4d-081a6e9ca108 · outbound

This paper cites keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey keywords =

Reference 25

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 9e68a2da-2418-4a67-b712-3ae512ab5db0 · outbound

This paper cites 2023, The Astrophysical Journal, 943, 68, doi: 10.3847/1538-4357/aca5fa.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2023, The Astrophysical Journal, 943, 68, doi: 10.3847/1538-4357/aca5fa

Reference 26

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.219745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 61e05cf8-84af-46a1-889b-296f32830b92 · outbound

This paper cites The DESI Experiment, a whitepaper for Snowmass 2013.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey The DESI Experiment, a whitepaper for Snowmass 2013

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-06-26T13:49:31.210702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0e2c4378-4d70-4359-a90e-e2382ec41d89 · outbound

This paper cites 2023 , month =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2023 , month =

Reference 28

Resolution
metadata mismatch
doi, observed 2026-06-26T13:49:31.234935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 75e227e9-4f93-40f7-9d62-e5ae34892980 · outbound

This paper cites Isolation forest.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey Isolation forest

Reference 29

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verified exact
doi, observed 2026-06-26T13:49:31.246554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f19a5672-f22e-4950-b0c9-94b3d904b62c · outbound

This paper cites C., Kimball, A.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey C., Kimball, A

Reference 30

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verified exact
doi, observed 2026-06-26T13:49:31.239383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation dcac0d20-af9d-4b3e-a5a0-d84a0a83ac76 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-07-04T07:09:37.829840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f39c7265-1623-47a4-af45-ff806adb7c41 · outbound

This paper cites The Optical Corrector for the Dark Energy Spectroscopic Instrument.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey The Optical Corrector for the Dark Energy Spectroscopic Instrument

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T07:09:37.832298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:16a91c72aa78107d60542be80213522555b239b6d4a3907fafc45af4a0b97777

Observation 46a4ecfb-a406-477f-933a-fe2a26cb987d · outbound

This paper cites 2023, ApJS, 269, 3, doi: 10.3847/1538-4365/acfaa2.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2023, ApJS, 269, 3, doi: 10.3847/1538-4365/acfaa2

Reference 33

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verified exact
doi, observed 2026-06-26T13:49:31.252473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:c0123ed061f5b805711dab1e09f1672bff648940fb5d88db80ce8b01bd0f4baa

Observation b9135edd-933b-4872-98e1-e89d74c5ca86 · outbound

This paper cites 2022 , journal =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2022 , journal =

Reference 34

Resolution
metadata mismatch
doi, observed 2026-06-26T13:49:31.229880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:bd8c9fb08e31f924f6193f7737d80c4cc48cf86f2a92e9531253d2fb391df977

Observation 3236a768-9cdc-4d82-adf4-7c26f1e85683 · outbound

This paper cites D., Moustakas, J., Bailey, S., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey D., Moustakas, J., Bailey, S., et al

Reference 35

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.256136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:258b5bfd067b50f9f7cc4beece365dfd0a359ae34bea1bf0cf894b17faafc542

Observation 54256a61-e477-4a3c-9e39-23d2828af66b · outbound

This paper cites , keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey , keywords =

Reference 36

Resolution
metadata mismatch
doi, observed 2026-06-26T13:49:31.205411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:3e946da7ef6a122521d2640862af3616fcda27e245ba4cc23a7611622fdc1e61

Observation 4908b943-7a19-492a-9079-076bc1bf3296 · outbound

This paper cites 2014, The Astrophysical Journal, 793, 23, doi: 10.1088/0004-637x/793/1/23.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2014, The Astrophysical Journal, 793, 23, doi: 10.1088/0004-637x/793/1/23

Reference 37

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.231561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:300f72ce3cc61d432537ca52b376a818e642993f7168c4dcd19690604ad1f0fe

Observation 45a9e3a8-60cc-46b3-8691-e1987cb5fcca · outbound

This paper cites , keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey , keywords =

Reference 38

Resolution
metadata mismatch
doi, observed 2026-06-26T13:49:31.227926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:7e81c08dd84fbe079dd2506e9be50ea95924385611e0d8245ed27ff55009336e

Observation 0c1ede73-554a-4441-9e04-dcb3a6c9eb23 · outbound

This paper cites 2024, The Astronomical Journal, 168, 245, doi: 10.3847/1538-3881/ad76a4.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2024, The Astronomical Journal, 168, 245, doi: 10.3847/1538-3881/ad76a4

Reference 39

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.260610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:77fdf3efe2cfa8eabd30361572589b4ff6e0cc7d02e1840e7131225359fe9cbb

Observation 09f162c6-225c-4bcc-81e7-88031232c951 · outbound

This paper cites , keywords =.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey , keywords =

Reference 40

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.188859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:3b22fe18c6b084c4faa06aff6081b740c8d818fafa85abb528a246c198692272

Observation 04d88952-74d1-4f72-8327-e4ec5caabdbc · outbound

This paper cites J., Karim, T., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., Karim, T., et al

Reference 41

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.241076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:734a70df2496e3fcebac8cd9a93de3348b021aeb8df46525406dc4116b5f05b8

Observation 8915076b-c296-41b2-b79e-84be98ff8346 · outbound

This paper cites A., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey A., et al

Reference 42

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.216050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:d4fef3befd5222596e981fba2431ad0403f939a16b206db5127cb7c483ea092b

Observation 237357fc-7cc6-4ad8-8ca8-a63f8a78ab66 · outbound

This paper cites S., et al., 2023, @doi [ ] 10.1051/0004-6361/202244707 , 671, A19.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey S., et al., 2023, @doi [ ] 10.1051/0004-6361/202244707 , 671, A19

Reference 43

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.212571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:f18480de3a8507f43e6d7fe0446591148b47188fcb46b57b4c51da01882a58cf

Observation f89118ec-161a-4328-8b73-05561b84a1da · outbound

This paper cites J., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., et al

Reference 44

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.278194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:f12a5e31869b62029804822cfc97554bcead6a05a5ffb48e2effe865b155558f

Observation 81b203d3-5ae7-470c-a941-ecf3db054fed · outbound

This paper cites J., Aguilar, J., Ahlen, S., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., Aguilar, J., Ahlen, S., et al

Reference 45

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.272858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:e71f415e26bb43c8862aeeaac163c2b76116b241cca97bea7b67f6eeac513e83

Observation 844e1a98-db36-4cdc-a7b3-67ea2933a5fb · outbound

This paper cites 2021, MNRAS, 502, 4328, doi: 10.1093/mnras/stab292.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2021, MNRAS, 502, 4328, doi: 10.1093/mnras/stab292

Reference 46

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.282127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:6c12ebbbf971231ccd5c0280b2854b65539a8980a8630cc760b8589c9cd999f0

Observation b54c7fe9-6a56-4cd1-a69c-704a6e51f29b · outbound

This paper cites F., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey F., et al

Reference 47

Resolution
metadata mismatch
doi, observed 2026-06-26T13:49:31.276384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:6d3ba3ea7a75d2892aa707cf27275501a16a4bcea10dcab5b212fd597f2e23a8

Observation de4486ae-f6ea-44a0-8d79-ced208cb2fc8 · outbound

This paper cites 2023, Monthly Notices of the Royal Astronomical Society, 526, 585, doi: 10.1093/mnras/stad2668.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2023, Monthly Notices of the Royal Astronomical Society, 526, 585, doi: 10.1093/mnras/stad2668

Reference 48

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.268544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:82a0b4f6edbb1bcd2a71c039e67e5131e87c44b160d84399c02a692bccc89b20

Observation 1ff080a8-5b31-4b65-9022-f849800e59ec · outbound

This paper cites H., et al., 2023, @doi [ ] 10.3847/1538-3881/ac9ab1 , https://ui.adsabs.harvard.edu/abs/2023AJ....165....9S 165, 9.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey H., et al., 2023, @doi [ ] 10.3847/1538-3881/ac9ab1 , https://ui.adsabs.harvard.edu/abs/2023AJ....165....9S 165, 9

Reference 49

Resolution
metadata mismatch
doi, observed 2026-06-26T13:49:31.285441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:d6e23683e19f08c4568d723fc3c882134bb6d48f7e4658244eb44cc77790bff1

Observation 6dfd2f70-a716-4b89-b133-a85317b436dd · outbound

This paper cites 19, IAU Symposium, ed.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 19, IAU Symposium, ed

Reference 50

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.283845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:87db8600c52a64328a0693ec6488493ac9397e33bb37d79bd87e89ad4529a6a6

Observation 844cfd6a-d041-45a2-8520-c0035599e73b · outbound

This paper cites 2016, Proceedings of the SPIE, 9908, 99081A van der Maaten, L., & Hinton, G.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2016, Proceedings of the SPIE, 9908, 99081A van der Maaten, L., & Hinton, G

Reference 51

Resolution
unresolved
no resolver link, observed 2026-06-26T13:46:06.538799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:4e710d4db7dc32d0a5cbe3b563249a6ee86f48afb35da5ef825c854892e675c3

Observation 66bbfdff-d350-4cda-8616-e1a9c0deacf2 · outbound

This paper cites J., Scargle, J.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey J., Scargle, J

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-26T13:46:06.538799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:4f966d872eda987c71316fe53653f2a103fe11476bb5267bc831051f15a0a1a3

Observation dd959264-0886-4183-ab8d-93c7a99142aa · outbound

This paper cites W., Connolly, A.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey W., Connolly, A

Reference 53

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.287388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:60dd71d38ca916b0e1942b40656752e9b74fd8c113d7556e009109a158127265

Observation d577f91c-3232-49a3-8338-00363f003baf · outbound

This paper cites W., Connolly, A.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey W., Connolly, A

Reference 54

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.266562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:9c34fb92fd550a179b64c7672228c20fd4fdd825c32620387c72f50586398e6f

Observation 723bae8b-9d8b-47cb-967a-1a748cb36fb5 · outbound

This paper cites MUltiplexed Survey Telescope (MUST) Science White Paper I: Overview of Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Surveys.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey MUltiplexed Survey Telescope (MUST) Science White Paper I: Overview of Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Surveys

Reference 55

Resolution
metadata mismatch
local_arxiv, observed 2026-06-26T13:49:31.271141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:7834e9d42891b50a33c4645918e2ad19a9be3d300ad7e3d652ecc4f72d1b599c

Observation eeb42ab4-c09b-4c1b-a1ce-32521ca42ee9 · outbound

This paper cites A., et al.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey A., et al

Reference 56

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.274703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:6e0c51efdb97b8b311a34e2768f367d877623b66cd0913bc4402f137fd6f1289

Observation 14cdf1bb-4368-4d49-bf43-77e55028286a · outbound

This paper cites 2017, PASP, 129, 64101, 10.1088/1538-3873/aa65ba.

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey 2017, PASP, 129, 64101, 10.1088/1538-3873/aa65ba

Reference 57

Resolution
verified exact
doi, observed 2026-06-26T13:49:31.280350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T13:46:06.538799Z digest=sha256:24d1aecd09957ac503b749aa7e2eed7f75d55230a9b412209fc8c79f9e325322

Pith citing papers

No inbound Pith citation observations are available.