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Paper Citation Record · LEDGER

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.17791.

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

pith.paper-citation-record.v1
2507.17791 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:52:24.298586Z

measured 17 of 17 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 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

17 of 17 outbound references displayed

  • verified exact7
  • verified fuzzy1
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cca63f1c-f59e-4075-bd6e-1bcce7302d8b · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:52:24.627195Z

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=2026-08-06T14:52:24.249323Z digest=sha256:e958ca4b6758a85e17147075f87b3a42005774ed82d8295839543a8ebcbde068

Observation 500507d1-6b4b-4eaf-8569-a32d8b716143 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:52:24.617546Z

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=2026-08-06T14:52:24.253064Z digest=sha256:282ee85e320f0d5993ba66a863c1fc6a57cf3a54d6e1faccd71e52a6e4725e69

Observation 2532275b-48fe-4a95-84c3-6b45bee8c2d9 · outbound

This paper cites AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:52:24.255981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:52:24.255981Z digest=sha256:79f5ee02fa90087a3194d1ff559c18296533e11f8ca95fb04297f94ced4516a7

Observation 6124c22c-86a2-489a-a08f-915cd7063aac · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 4

Resolution
verified exact
doi, observed 2026-08-06T14:52:24.393172Z

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=2026-08-06T14:52:24.259193Z digest=sha256:35bdee12081bcdcbbed4bc7ec4383af0e44542afcb553d96ee8b9d356d559020

Observation ef0f86ad-1a3f-46be-8f2a-49aac2d12132 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:52:24.608313Z

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=2026-08-06T14:52:24.262279Z digest=sha256:04a10517aca6881a77dbbd1e0b28ca2f51103b445b5649f144bd38a4a690bc92

Observation ca719efd-fff2-47c6-9398-2924c3210d7c · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T14:52:24.265203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:52:24.265203Z digest=sha256:398f936d497fe777b51825c6ab782bca5b6c3543308e6993838a73a2bc34879f

Observation 6b462d8a-a2b4-4bf6-b309-b8efbf0d6f3f · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-06T14:52:24.381301Z

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=2026-08-06T14:52:24.268062Z digest=sha256:f5d8313e378ba65f2f50255a4627ce122099237b035122c40d953e7fff472d19

Observation c76b2382-6b0a-4168-aef2-2835d35335df · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-06T14:52:24.371870Z

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=2026-08-06T14:52:24.271147Z digest=sha256:42e7289d03edd988af93e0512430c7c36b7047bdff04408c1fb8139b7995e3c5

Observation 654cc040-4372-4c16-974f-656ed4589f85 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-06T14:52:24.361172Z

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=2026-08-06T14:52:24.274346Z digest=sha256:e2338529ff6d37fd5c218b839fc0eb6369c69d4ad60ad8b5733570b412611eef

Observation c92f8d34-31b9-418a-80fe-33821b71a1fa · outbound

This paper cites An Introduction to Variable and Feature Selection.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data An Introduction to Variable and Feature Selection

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:52:24.598769Z

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=2026-08-06T14:52:24.277222Z digest=sha256:7683160cc9f6929d7d353a56c96f6e6bc0b0998abcc8ddb2d0f617064cf0293c

Observation 5804631a-f860-45df-b8d4-626a07811100 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:52:24.588457Z

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=2026-08-06T14:52:24.280102Z digest=sha256:96092cabd8dbcdf8fc08ccc9d719895c2847e02f5a71dd60fe41ce6f57315b7e

Observation ff4f26b2-e226-4df1-b601-d98d0b9d4217 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T14:52:24.283365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:52:24.283365Z digest=sha256:67e04772e9a977748199e6df52dd0fd48b9622062d19787f97815fb7df03f386

Observation 50eb11bf-3b39-45d7-8246-4cf2fc61d0eb · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:52:24.578391Z

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=2026-08-06T14:52:24.286712Z digest=sha256:068cb956a146617e499d0ec370380eca23aa4eeb38ecdb69b530a3d58662767c

Observation f4c8ec83-e9c1-4753-a7b6-9343aeb5c45c · outbound

This paper cites In Applied Logistic Regression (John Wiley & Sons, Ltd), pp.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data In Applied Logistic Regression (John Wiley & Sons, Ltd), pp

Reference 14

Resolution
verified exact
doi, observed 2026-08-06T14:52:24.335870Z

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=2026-08-06T14:52:24.292883Z digest=sha256:0f75133baceac3affbfc63e284e46f0f760a5b5215216f8cdd662ca44c004847

Observation ad9b8992-7d7b-471d-affd-08987b5f6e2e · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 15

Resolution
verified exact
doi, observed 2026-08-06T14:52:24.324048Z

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=2026-08-06T14:52:24.295785Z digest=sha256:059b08a46567964368d2a7925e8a9bfd34f4d0de34aa6310e6edc1576993f493

Observation de946d6c-1658-4131-baa4-ee65a6a57c42 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 16

Resolution
verified exact
raw_fallback, observed 2026-08-06T14:52:24.499263Z

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=2026-08-06T14:52:24.298586Z digest=sha256:ebddd98942a3ce6ba36257586129547c95b07f184bdfd61df343de92f8183e93

Observation 6d8dda9f-f4e3-45ce-b34a-118f92c9d508 · outbound

This paper cites an unresolved cited work.

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data Unresolved cited work

Reference 297

Resolution
unresolved
no resolver link, observed 2026-08-06T14:52:24.289867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:52:24.289867Z digest=sha256:a36cdb665394ad32ff38f5a3422c981764dad858bf88e296a58d953d2c62a3bd

Pith citing papers

No inbound Pith citation observations are available.