Paper Citation Record · LEDGER

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2412.09896.

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

pith.paper-citation-record.v1
2412.09896 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:39:26.869046Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:41:06.171289Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T16:41:06.861829Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy7
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69dc474d-d755-4312-90dd-c0662169f94c · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.319586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f49d87de-7d6c-467c-8f1e-8989125d9534 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.309675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5877cd7b-6241-47e9-97cd-5c3512c0de6f · outbound

This paper cites Efficient candidate screening under multiple tests and implications for fairness.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Efficient candidate screening under multiple tests and implications for fairness

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T16:39:26.959194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9c40fd47-6d5e-45bb-bacd-46f2774ec095 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.298780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 335f345d-2f8b-42b3-9190-27b2d9d1e532 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.288319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 954ac4f0-cdc9-43c2-8979-59d394cd17ae · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.277788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4484c75b-2d1b-4d25-965a-c898c46ed4d4 · outbound

This paper cites 2016.Weapons of Math Destruction: How Big Data Increases Inequal- ity and Threatens Democracy.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset 2016.Weapons of Math Destruction: How Big Data Increases Inequal- ity and Threatens Democracy

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:27.266958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e4685d72-5966-47ac-85bc-128714874fc0 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.255221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c4ae4e53-1c4b-426f-a3b9-a569295b8f77 · outbound

This paper cites Buolamwini and T.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Buolamwini and T

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:27.244782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4f4fee84-bc7f-47ae-9004-7a3c05e58ddc · outbound

This paper cites The age of secrecy and unfairness in recidivism prediction.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset The age of secrecy and unfairness in recidivism prediction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T16:39:26.770725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59447afe-116a-4c6a-bd9f-85296c99af99 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.233884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0053bc95-eff1-4277-b2ba-3d731ec82135 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.223779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation af6d7890-11de-45af-9493-52dc32eb0009 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.212404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 45ec121e-f99b-4aee-9352-8d51b03e1c78 · outbound

This paper cites A., Moeller, J., Scheidegger, C., & Venkatasubramanian, S.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset A., Moeller, J., Scheidegger, C., & Venkatasubramanian, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:27.200215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 313a5e8b-164e-4e5f-85d1-624b693c0186 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.188781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4be3b3fc-a7e7-4a84-ad6e-69c66e423398 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.176585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5c813d44-e923-4385-b12a-1cfcc30c7199 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.164695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eb845657-26bb-414f-87cd-6b796931f973 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.152417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c068ad78-eb00-4779-8eae-b2269c4b0d64 · outbound

This paper cites H., Lemoine, B., & Mitchell, M.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset H., Lemoine, B., & Mitchell, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:27.140296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9753a678-2909-4ccb-8315-a03c9ff45640 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.128348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fcfdcc3d-0dde-4b9e-9ab3-716f48dc5abe · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.116391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0779b856-5726-479d-8432-86d962da98cf · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.105429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8fb53196-1a1a-4409-889b-c738060aa1e0 · outbound

This paper cites T., Singh, S., & Guestrin, C.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset T., Singh, S., & Guestrin, C

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:27.094801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d9a1553-991d-4c03-a244-0d465d4c9c92 · outbound

This paper cites M., & Lee, S.-I.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset M., & Lee, S.-I

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:27.083518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5db7f1d5-a314-4bcc-ad28-69caf94fa95f · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.071358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2429c228-9627-49ce-a7e4-5541ac916cb9 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.060164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0dbbda91-f12e-4edb-ba6b-8a5ddd8aadb6 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.047649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a6013ee0-5808-44ec-a941-b059cb8d4662 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.035360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3f5fe638-fe22-4d2e-b8bf-7649a6845e8a · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.022657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3eb41b4f-dba0-4c8e-a631-fa1c89cff948 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:27.009683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3a7e4f7d-38af-4a51-957f-29dea2fed4c4 · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:26.997244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d85a6505-90c0-49a7-a9ff-fc1141cede5b · outbound

This paper cites an unresolved cited work.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:39:26.984828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ade71371-67f1-42e6-9e6d-84598de36630 · outbound

This paper cites Equality of opportunity in supervised learning.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Equality of opportunity in supervised learning

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:39:26.971914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e2bf0974-34b7-46b2-b01c-0cd9d12e61e5 · outbound

This paper cites Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T16:39:26.864983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d71edc2-9b7e-4bf8-b904-52d33206cb1a · outbound

This paper cites The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T16:39:26.869046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2c9e26-17e0-416a-8bbb-6f3a67827d80 · outbound

This paper cites Toward Fairness in AI for People with Disabilities: A Research Roadmap.

Analyzing Fairness of Classification Machine Learning Model with Structured Dataset Toward Fairness in AI for People with Disabilities: A Research Roadmap

Reference 2019

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:39:26.942051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation fafb37c1-78ef-46de-b0f5-da9d9c76d89a · inbound

Analyzing Fairness of Computer Vision and Natural Language Processing Models cites this paper.

Analyzing Fairness of Computer Vision and Natural Language Processing Models Analyzing Fairness of Classification Machine Learning Model with Structured Dataset

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:41:06.867021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.