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Paper Citation Record · LEDGER

Maturity Framework for Enhancing Machine Learning Quality

As of 11 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 0 inbound Pith citation observations for arXiv:2502.15758.

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

pith.paper-citation-record.v1
2502.15758 v1

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:04:24.522487Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

84 of 84 outbound references displayed

  • verified exact13
  • verified fuzzy4
  • unresolved56
  • parse uncertain0
  • malformed identifier6
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2abae5df-fb22-44ab-acc9-27788c2599ad · outbound

This paper cites Machine Learning operations maturity model.

Maturity Framework for Enhancing Machine Learning Quality Machine Learning operations maturity model

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.158163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.158163Z digest=sha256:0e8bdad78933b879fc4d0904ad226ca03a1766ac83abcc297b22d5ab0508e5a8

Observation 24270990-dd34-4307-af57-48c9719c33ff · outbound

This paper cites MLOps: Continuous delivery and automation pipelines in machine learning.

Maturity Framework for Enhancing Machine Learning Quality MLOps: Continuous delivery and automation pipelines in machine learning

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.163652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.163652Z digest=sha256:61ad1be4823ae17caa7d5d80ff557a5e55dc6145f5033a347942f2609dae3b3e

Observation 71af745f-3dc9-40ae-ab65-fe1d9c585772 · outbound

This paper cites Characterizing machine learning process: A maturity framework.

Maturity Framework for Enhancing Machine Learning Quality Characterizing machine learning process: A maturity framework

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-08T05:04:26.002193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.168464Z digest=sha256:0a9276743fc9529a0460bca6bffb53873ee5bc12a8e4442970879d793369d118

Observation e6958d7b-dbf7-478a-8cf2-451feb03d9c0 · outbound

This paper cites Al-Jarrah, Paul D.

Maturity Framework for Enhancing Machine Learning Quality Al-Jarrah, Paul D

Reference 4

Resolution
malformed identifier
doi_truncated, observed 2026-08-08T05:04:24.724544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.173709Z digest=sha256:e442feb6edd4ac5fe02e0f6b83e8657ef4c2d11716821c02aed879399ec3426a

Observation b6472c4c-28f9-41a3-b04c-04ee66be714d · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.178450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.178450Z digest=sha256:9c169ec5f2538c5c49e6e9e83471646d2c6abfd1f1766641f6b2697764b17a4c

Observation d1e6b972-ba62-45f5-af00-b117251c74d5 · outbound

This paper cites Quality Assurance Challenges for Machine Learning Software Applications During Software Development Life Cycle Phases.

Maturity Framework for Enhancing Machine Learning Quality Quality Assurance Challenges for Machine Learning Software Applications During Software Development Life Cycle Phases

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-08T05:04:25.981358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.183035Z digest=sha256:822e798fce0cff5791196eabd5b8ed975c0e97f3a356ac98f18ef3968eb10d20

Observation acbbb5e2-33d6-4fd8-8151-a4c715507aa9 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.188460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.188460Z digest=sha256:4a0c2429335c067222e74a749c7e234e96ca6f5da968ea5df79240f0c2111d64

Observation 74c3a254-a40e-472d-bb76-ce48290a031e · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.192975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.192975Z digest=sha256:ba645747946e9e0dc872d5c2a279ac8a14d90b9e478b81b938ffa69366bd067d

Observation 15d19e06-f959-4633-9765-5111c4e999bb · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.197542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.197542Z digest=sha256:c6a18372555e185e1b459cd9c7516135409294b590863416ce7facb6b7c57b4f

Observation 0b0aa106-c646-4db0-b0da-9f1117db0bff · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.201916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.201916Z digest=sha256:9af2bc6132f36caa76fa2386ab7ca2ab3e2aa40444b5b8f48460607a36e92c84

Observation b0a1f1bf-b45a-4ee1-be66-6343bf593376 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.582896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.206681Z digest=sha256:1eca0b41c252b548b72a35e4be68cbfaff914e5948a70d7a811270eb3af7525e

Observation 5d23de79-81c0-41c3-a4a6-ec184d9bd69f · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.566441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.211167Z digest=sha256:be75e765a67682490b5d9737ad55e6701c71c7334e31e98ab504f6c018986317

Observation 93882bf3-6bc8-4a54-b1bf-2d916e9773d8 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.550081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.215436Z digest=sha256:11dbf56e9b26050d42e7eb47c756d60df58e233e7d0e9f9118386d9ee00d82c3

Observation 498c4e0b-7329-4d7f-aca1-c2b9809f62f1 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.219715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.219715Z digest=sha256:dc6ba5beaa54ac59d3e20e1dde7afbc0b26cc1f168063df074f8755c740aeac8

Observation 7a7c16e1-dad7-4790-a0db-4579a05baa69 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.224016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.224016Z digest=sha256:b334fc0063efc21a9ae3568cd41f0e43ed4f9c911b652a1df59da2c049d7f841

Observation 2e105eb7-20e8-43d3-9afa-66dbce5db436 · outbound

This paper cites Cavano and James A.

Maturity Framework for Enhancing Machine Learning Quality Cavano and James A

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T05:04:25.724591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.228464Z digest=sha256:3e98d63294c6709d3d1f86948be3a6c7684563688afa591042f4d65b6c483ac8

Observation 6c8b1ef6-a2ce-4ba0-9d7a-c4b84b7afa0c · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.232692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.232692Z digest=sha256:c11081a28e4eb589283eaaf4c121367e802421c8ffad47d751e15a5c152424ce

Observation 4988cea6-ae69-4044-adfb-ed0949655127 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.514250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.237016Z digest=sha256:2eefaaadfad7889afa811d605062932589926f6c00556c0f028c9b75ce846699

Observation 7ac9e8e1-b8d4-4c92-a7e5-2e246da3f79a · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.499061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.241791Z digest=sha256:aa0bee45adaa9ddef0b242984b3f70ac72f42fca38fde2b126bb82671cf1ab5a

Observation f9089f83-e66d-44e5-b155-0234cdaaba7f · outbound

This paper cites Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization.

Maturity Framework for Enhancing Machine Learning Quality Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-08T05:04:25.581324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.246099Z digest=sha256:bd3798a24942794d8278f8ed95183e52f0f24177bb9a952504340f4eaa0f6385

Observation 3a50f394-0020-4d00-8754-86f0924cde2c · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.484508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.250901Z digest=sha256:b70cce59b2ad096c51e7b59475b447de2fc21be1255e58cbcc5afcd916a7524a

Observation 9896d501-5d61-4743-a6a1-f332ef08f465 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.470462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.255119Z digest=sha256:2a590cec91007098143b5f911c4fcceaca2a445e274c5d243b4601703c8f562c

Observation 4f11b662-22eb-48d7-b2cf-8798c7bad7b9 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 23

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.709748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.259425Z digest=sha256:7b0b31392883c96dd9efb44e5735de54b9334d373386e3e2907ab7247f0c6f6f

Observation 9195e28a-eea6-4caa-81fe-39dd39fd41cf · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.456047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.263680Z digest=sha256:5bd79e90fde4f634dcef2170a772419222761231527719ef94432e05fae59438

Observation 8b430cdb-b088-4ceb-aa69-920ba48296db · outbound

This paper cites Geoff Dromey.

Maturity Framework for Enhancing Machine Learning Quality Geoff Dromey

Reference 25

Resolution
malformed identifier
no resolver link, observed 2026-08-08T05:04:24.267544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.267544Z digest=sha256:ff0999e6e5263b817dcee7a466f97a445528379b6d74ae3754834187bf63a76f

Observation b2a9569a-2a43-4dd6-b1ea-feaa4115ec84 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.441807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.271374Z digest=sha256:1b553f0422540b93cba4228deef98037e9c365e5d6a72c17399ab93fbcf37fad

Observation dc0274ef-c9d7-46b1-9962-15a09dbf9315 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.275337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.275337Z digest=sha256:ff5b4145265e803a99327850d37ba268f1fa7aa01c7f94b77506bb396853ac8d

Observation 6215aa12-e934-45b1-b364-5fa3ce6baaf0 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.279236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.279236Z digest=sha256:fc31161137f8459a24a549cf80020cce9aaeec74a0140d03e05277e633fbc127

Observation 1be7c30f-aff4-4f2b-a40c-4ba1d323a0b5 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.427405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.283048Z digest=sha256:a8132e60a37e6c6ccfbe2510005ac08d201e66802714c940dd2fe9ade5c22a38

Observation aa9c0c27-7a74-405c-a23b-daef236320ba · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.286895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.286895Z digest=sha256:9a0535e4b68ff9bf839b3a7d3fb0dc505fd1b19542f4a55a4f4d97f2b7438a8c

Observation bf97394b-7941-4076-96ad-de31960cf62c · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.290702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.290702Z digest=sha256:548cd6b3d28e0699d1f9dbf3266dfd87cc8173594f995966f3bd15a3e90c2baa

Observation 66215882-9b26-488c-9a23-af6dccd78188 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.413178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.294342Z digest=sha256:a58b9da3098069227005c5000a811b6a6f2e22fa9877e2957c612f92a9c31b56

Observation b544907f-0d9c-46db-8e62-32437ea89ee6 · outbound

This paper cites Humphrey.

Maturity Framework for Enhancing Machine Learning Quality Humphrey

Reference 33

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T05:04:26.398856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.298768Z digest=sha256:d970b7b2b261485e12c4e9b8c994669f6b2f901b3ddbf7fdd79377920d6c7350

Observation bf7d59f9-fa1b-400d-afe4-ba8f391340e7 · outbound

This paper cites O’Reilly Media, Inc.

Maturity Framework for Enhancing Machine Learning Quality O’Reilly Media, Inc

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:04:26.384145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.302958Z digest=sha256:f5048d883787f9f3c56d5dfd933d24bc96e5a1d0cbe4bed68f26c7b5b7f45d6f

Observation 1a5a1558-e68a-4651-a923-05de7ce6270b · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.370408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.307515Z digest=sha256:b468b5b42a4051fcfafffa8778d5782fb3f822dc8ff131544559e37981a05b4e

Observation 98c80c24-77cb-4555-b305-8b051ba7e5e2 · outbound

This paper cites Alleviating Representational Shift for Continual Fine-tuning.

Maturity Framework for Enhancing Machine Learning Quality Alleviating Representational Shift for Continual Fine-tuning

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-08T05:04:25.420638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.311640Z digest=sha256:b122909aed91a4e50ca071668529a720eaec969847490757ca59407a171c71bf

Observation ce591ac4-b945-41ad-96d5-5efecae23f5f · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.316497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.316497Z digest=sha256:f5e589ff7012a6106b4d38ef6668d442596fea578411d1e285377517cba47ef1

Observation e3081054-a839-4fb7-9be5-9d2976dfcef8 · outbound

This paper cites Democratizing online controlled experiments at Booking.com.

Maturity Framework for Enhancing Machine Learning Quality Democratizing online controlled experiments at Booking.com

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.320721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.320721Z digest=sha256:c6b74030129db99b29b64ebe82c7867617933faaf43b08b4ed236ce15c429bcb

Observation 0391a5bb-a78d-49fc-8962-21b6eeaa3db0 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.356518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.325407Z digest=sha256:294a47158c105451d6c246ea6f769fe2f5f324aab9c96dd4394f99cf9cbdf7f8

Observation 1e840293-2c5b-4545-9310-0b005d4cbaf7 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.342464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.329685Z digest=sha256:c0ba46a8fa2446fb2606278082fb3f6dd34dda0cacbf7797b5c06db1f85a3f23

Observation 396f7d83-62da-4040-9ecf-5602346543ea · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 41

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T05:04:25.322678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.338274Z digest=sha256:d3afe94e427238d13a1381980e1b5c3b5ee53866c7788c064abf94a4a3027c2f

Observation db47ceb4-e6cc-45c3-83ba-9fa60c3645b3 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.313778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.343005Z digest=sha256:62ab703566b0496706328e6eb82a76a4de0d7f8cf20b48bffbaea2c84774cbef

Observation fe0c9094-545f-4f91-ac9c-3479aada02b0 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.299564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.347478Z digest=sha256:d9a73cce177203925e648d35f7f3667cdfe8fd95331bff0c55dc3d2ee3a2b79e

Observation 4c3308c1-b060-4010-8381-a3624ef57281 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 44

Resolution
malformed identifier
no resolver link, observed 2026-08-08T05:04:24.351733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.351733Z digest=sha256:6fa030a3b85f511b5969ecf6ae0557a2691797766b69c5db04a292e8ebc1310e

Observation fb021071-a23e-452f-b5e8-826716f94473 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.356539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.356539Z digest=sha256:fdb2f8218eb9055f18d87ae27c8b90099e76106ec164fdae7fca3dbfd3f5788c

Observation b154fb87-0557-4526-9e8b-4a21584b4607 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.284745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.361398Z digest=sha256:433651742b72d6633f89f0d3de521c5e494dc9be56e3350ded84a57b9503befb

Observation 2b7b268e-37a6-47f9-8ded-a0ab152b15a4 · outbound

This paper cites Mateo-Casali, Francisco Fraile, Andrés Boza, and Artem Nazarenko.

Maturity Framework for Enhancing Machine Learning Quality Mateo-Casali, Francisco Fraile, Andrés Boza, and Artem Nazarenko

Reference 47

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.666837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.365891Z digest=sha256:16604b4a48d2f609490361d00852e3626ea5f6c8e1fc7e6aa3157a7cf6f91ee9

Observation cdc2165d-4213-4a3e-85d7-56433c669a61 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.370268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.370268Z digest=sha256:b24465c3ec44acd79f47c673f75d62d369312454f4126453a06dad9ac6538169

Observation 897fa887-4f82-428d-8dc1-4792009fad5a · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.271005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.374586Z digest=sha256:1c0572a2ee365d1f8d8da714799e48efcae09a86e597b0879d3732a650889e6b

Observation a20ccfcb-5f9d-4802-8ba2-e2c521d3ad4e · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.379496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.379496Z digest=sha256:ad11fccf03912eefa31d7037904406c7467bf6c9ff667f3ff962a30bf874d653

Observation f74a4f4c-f9cf-427b-856b-2482f901df1b · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 51

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.641809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.383860Z digest=sha256:9a84f2d9937cf2ae734e465bd91465b1853a8d6f21781bf91a3102c147a298df

Observation ca4176ce-73c8-4d89-baeb-921e0db3c8c5 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 52

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T05:04:25.053854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.388613Z digest=sha256:ae3f20c295b17e98546fd356e16ed9eaa4f579281b4ac1bf191e8bf420817ff4

Observation 53edf611-dcc9-4e5e-b107-76474e68f6c6 · outbound

This paper cites ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning.

Maturity Framework for Enhancing Machine Learning Quality ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.393139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.393139Z digest=sha256:e1ba2a2ff28144983fee20084311a04d85cc118726901100e2b032e47528a84f

Observation 18f4e42c-d560-40cf-a172-5798e081309f · outbound

This paper cites Lawrence.

Maturity Framework for Enhancing Machine Learning Quality Lawrence

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.397812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.397812Z digest=sha256:e9ca611350942b976f5c9bf3ceacb9cc99268dcf6608a033c24235916b87e7ac

Observation 77f1a1e2-90ea-4dd0-af8a-2503d11d73bf · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.258094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.402356Z digest=sha256:8172aea424c78716b08f11b2faecc3f462943a7fe28a09cf8171d1f5ae061e42

Observation bb973ddc-2530-40e7-9da1-4fc7085bd8af · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.244792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.406698Z digest=sha256:d38bae19eda94728823b985f2078d6729f9b237c7ee27146bc3922d691291855

Observation eaac5281-770e-47c5-8907-17fdbcd47079 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.230138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.410986Z digest=sha256:a63ba59bf89643c905fc70706a37392035dac46e8610587ffaf830081878ae6b

Observation d6b4662e-c0d7-439c-b48d-3835d15c9945 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 58

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.617829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.414988Z digest=sha256:a0c6f8882627d016e997ba0a56f6ee8f725b2910b9c5e6addc4294333a00508f

Observation 98335e5e-8fbe-482a-a50e-459bf1e40079 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.216378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.418710Z digest=sha256:aaf44eef64d90fc503b5780e3ae5bad967e8fc66fea4ff7f8ce85ed2371ca630

Observation 2ff1e590-ebc7-49e4-85a7-d7241021249e · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.201916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.423025Z digest=sha256:797c16bd8c544733d82cc79765630a184c60f82a8d4d1f383b3513238ec298d5

Observation 89565854-84c1-4daf-8682-548742ca72d2 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.186788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.427095Z digest=sha256:440a7f25134cb8d0933af30fb56f915ea76f19303b632697ad6a54259a05e8cf

Observation 9fab6b7e-968c-4fbf-a147-0ea828e7f394 · outbound

This paper cites Quality Management of Machine Learning Systems.

Maturity Framework for Enhancing Machine Learning Quality Quality Management of Machine Learning Systems

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-08T05:04:24.963571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.431064Z digest=sha256:4c0078530e4984be54428ca11d8a4f36f164a977f4c459329910e91bc0564a29

Observation 3e5f31fa-d34f-4c82-b70f-67804e0aab28 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 63

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T05:04:26.171365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.435012Z digest=sha256:3fcf0657ef74c7a1305ac4d18bfed82cb98de4d28cdd12b3856a54ca109693c1

Observation c9850dae-36d3-4466-97b4-5cc053de8f50 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.438963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.438963Z digest=sha256:2bdc6f110c5bdff2b6ba0f6e211f9a9b35252e9e3ee625cc9a1f4d4c56c7ae96

Observation cfb4c936-2fc5-46f5-9e87-bd0bfd8bff9d · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 65

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T05:04:24.943263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.442816Z digest=sha256:8c98c3be804a59a71521a23c3c814406a861450cac3535d3729b1ad54fb00eba

Observation 6ce1612d-fdf6-41aa-955a-cf772e2cc272 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.145842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.446829Z digest=sha256:790dac305d2cbc3e5bc3ed46a328af472632dcd4dae19301ca0b1a7cbcb3d7e2

Observation 4df0d92d-feb9-4d8f-a2af-8544362a1044 · outbound

This paper cites Ghorbani.

Maturity Framework for Enhancing Machine Learning Quality Ghorbani

Reference 67

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.605080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.450859Z digest=sha256:1dd3eab02ecf78062062522036cfa634c576ad2b07307c200be3699a6a7bf5ee

Observation ca6f69f8-869f-42ee-93fe-ec73ec185f1e · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 68

Resolution
malformed identifier
doi_truncated, observed 2026-08-08T05:04:24.591447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.455119Z digest=sha256:35df2d55399121090c7fbb4d7381e8fa084568647026be152fd82b0bd8120f27

Observation 21ebb09a-9fd1-4273-a481-41dcd3b95659 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 69

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.576918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.459433Z digest=sha256:5c8a2cfa11c974804effab94163941f0603179747b9982794e0af13b7cb9c853

Observation 63d7493e-6c7e-4eec-bb32-f46eef31e4e7 · outbound

This paper cites MLOps -- Definitions, Tools and Challenges.

Maturity Framework for Enhancing Machine Learning Quality MLOps -- Definitions, Tools and Challenges

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-08T05:04:24.870099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.463986Z digest=sha256:7c54bc0e9eb3ffdb00a78c6169357b9dabd90fe5144d6f7023e167cd89023c02

Observation 31c94933-2bfe-41f3-a90b-84488361b040 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.131467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.468664Z digest=sha256:204b70b9a819c0b3f976a225e3943a2d2efb23828f836d7da662e01014f83c6d

Observation 3d0e24f0-6a4e-4a76-b9b7-ec9614c93df1 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.117438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.472944Z digest=sha256:52f9658dc648617b4ff8886a7b0e00f09a4aa0d9cbf1f68f81a56033c2f6b1ae

Observation c7cb1938-8407-45ed-8879-ee7b3a66019a · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.102960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.477448Z digest=sha256:1a55675f5fea45ea3faa6d3d104bd7cd7c1450991c9f403f10e7d83ce1eb8d3d

Observation f1e13d2b-51b5-4825-9411-b4679b39905d · outbound

This paper cites Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance.

Maturity Framework for Enhancing Machine Learning Quality Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.482108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.482108Z digest=sha256:c2a3f2e3590cc894cea1a0ee7d4b739ef7333e8f7c429e0799fcd04aeac0d66d

Observation 1da242d6-e8bf-49df-b384-b186589165aa · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.088520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.486655Z digest=sha256:c409aa5880112049a2f94edc8cf8c35869cc76b59641161fec2d34866b0d6307

Observation bfda9479-5fd3-4b37-9be5-d0408a095e3b · outbound

This paper cites Wieder, J.M.

Maturity Framework for Enhancing Machine Learning Quality Wieder, J.M

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:04:26.073539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.495412Z digest=sha256:4e0317549e4ae23f8b21fe2ba02cf579d6cc8d5317eda377c3ddaec157e4f995

Observation ec6e841a-48aa-4ea6-b81f-b77eb0402219 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.058120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.499929Z digest=sha256:5e325daa37c2f2bfe2e5832f464ff04d312b2bbf9034462bd451868de213afad

Observation df5c26d3-fdb2-4c6e-a9f4-e5f78a041b6d · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.044109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.504317Z digest=sha256:ced505310d16d92961a8def3b66fd3765438a80e4dca68de05836298be1739aa

Observation 86ea833b-acf1-446d-9ecf-a4dce0371525 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-08T05:04:26.030767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.508738Z digest=sha256:9db39306156766e44f11fe6c29da87b6cf2723c07bc46584105d17ccf071418f

Observation b9e0826c-fc43-4195-8491-3ed7dc15d88f · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 80

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T05:04:24.833873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.518276Z digest=sha256:e01cd8c65a0df34deafaddf7df63f2d9d221d5876cc65b68eb065dbdae646660

Observation 32143f48-d2d2-402f-a02a-3c3910833b87 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Maturity Framework for Enhancing Machine Learning Quality Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-08T05:04:24.522487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:04:24.522487Z digest=sha256:eb075a6d529a019622ab9c619ca6a5652a8de169cb2098f74ff41e0eeee2d717

Observation 94bb074f-9ecd-4961-af07-6e26eda01ce3 · outbound

This paper cites an unresolved cited work.

Maturity Framework for Enhancing Machine Learning Quality Unresolved cited work

Reference 1339

Resolution
verified exact
doi, observed 2026-08-08T05:04:24.561487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.490987Z digest=sha256:f3eb24dac4456d8eee38018885fe5eb068d512cfc43f1b95eefee6d2de98fd02

Observation d93786fc-5605-4ce2-8c0b-09d66ad43e59 · outbound

This paper cites Castelli, Chouliaras and Goldenberg.

Maturity Framework for Enhancing Machine Learning Quality Castelli, Chouliaras and Goldenberg

Reference 2002

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:04:26.328553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.333894Z digest=sha256:7fc119d50dd9423b24fcc341804d7afb0270e5b3fa6eb6a14ae559e2bbf26798

Observation dea73e60-aa34-4049-b236-47c720e9293d · outbound

This paper cites https://api.semanticscholar.

Maturity Framework for Enhancing Machine Learning Quality https://api.semanticscholar

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:04:26.016774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T05:04:24.513618Z digest=sha256:51a64118914dd614542625f3d4d47856c6ce1ce4df397de2e8dc1e3af2bb6745

Pith citing papers

No inbound Pith citation observations are available.