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Paper Citation Record · LEDGER

Maturity Framework for Enhancing Machine Learning Quality

As of 10 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 2026-08-10T06:31:04.303077+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

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=sha256:84c18cb695a1582bad48aab740754b10e1f35967b0807c7d336ae9357785fc6f

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

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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:c58c0d2f1399a49514fb16df59e74cbf260a3775489c5a7b4e76c1d14c89f0ae

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.168464Z digest=sha256:999610f28327fb990be3ad9e383f1e8766c450f1c0378599fd861ce219068cab

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.173709Z digest=sha256:6db1151297d4b29bcbf6975910056f27e5f9d9193cfd3141889458141f66d4ae

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:aef74877b177b9073d3f91ecebc97b07c9d597f2e4ec3154b80e88782be97907

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.183035Z digest=sha256:84b9fb599ec00c84094585dc283e78752c4adf1b9fa6ce841ac673f370e60851

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:b7c175b903a83ca56bdd334d5dc3ab0a1f5a91c03b98a937b09c14397c11ce54

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=sha256:871aa97aa06fb61e85b6e343a76c494c3f25df39f6cc66cc10d9ab695245c074

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:df8d9f45023d2e66b19641f049d42b7d152fcb158c778cd47a0650254ded06b5

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=sha256:231fd5bed3047a676b93e7e8d15be010c06c0e55fac55aa2f0e7f809f7978b20

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.206681Z digest=sha256:cf78e24605f3a534c813d9017a1a05a156923e3749406596fe46162714815401

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.211167Z digest=sha256:19ad1db265d6d98b853e58ac2246c737295ce9b8eaf982cd96bdd2a5c84662d8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.215436Z digest=sha256:c983c2c88930f7cb7eaa8afdc10ca7a31c81856af8e784f6c483e9e50ef9590c

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=sha256:20e93433fd800813878a97f07f3d386807af285b43689925e2b4a0404e170fd2

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=sha256:5fa92874d3af86e41830e93819332a6a1022320a0f44992b9f9867805ebf9d5a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.228464Z digest=sha256:722b74f5e1d0562f688e4ba814e94609c5b24c0bd9ac54a3325e2aac65092a8e

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

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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=sha256:02a7bd4a511c02eb516804d1540583e8b7461575748dbb31b0aca88cf4e175da

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.237016Z digest=sha256:4456e5738da8a352c4c10a147caca8eb1e78530617bf89b2b5943625116209ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.241791Z digest=sha256:5b97d9850aedb611e2aee9c21068d0c3dd8a3f95455b3c88eeed94a8f3316928

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.246099Z digest=sha256:e0bf98e929e8e16aacc58ed67aa2a94b9923f03115b1b73267ec759f78e693b7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.250901Z digest=sha256:b73db7e28762f9df0c2d32667ccd0bf4d75813707aa80a7b30fd2d97bebcc938

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.255119Z digest=sha256:aceab3f5275f402613cb3d5857a7918dcfd2681127c2465a849c1edeaf716faa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.259425Z digest=sha256:5eade9edf30e25ec536f2d8768c6a3bd8a117cb44f34636209e218045592dac0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.263680Z digest=sha256:b9c79bab2722acaf15fe11638cf2bd7a46234ec04159827965b578d3cd73c050

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:acd0314b186be27450c6864bacb2d8903eeb6e5131c08a168bc529d0fa2970b4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.271374Z digest=sha256:9b445ecefd79f0af5598e4da4ac1c8bcd614cc25f129206217195f8a4839b065

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

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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=sha256:96029c78c268c0a867c87a5650458c60d1fdd332f3fcd5d68027252315a17106

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=sha256:7eac2edd40f46f7edf2d28d5da21c179268a54d2e420e19588661316c5eb5b51

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.283048Z digest=sha256:aeb7d7ab18758194896790e473295baea6854ec017b3ea71480f44c5853ee015

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:b5fc97a58dc927e274977fbc15eb0a3413d095ca5da447f24e81aab86a728297

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=sha256:1a1624c258136769fec3db95940a8667c20d374ed43b334cf59d2a51f2693099

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.294342Z digest=sha256:e8857d17dd623fbfed7a495db7bd59dd925412f73f65016d2a8a70d852c153c8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.298768Z digest=sha256:bb837335a0a7dde2280fc0a31728b0e5c0848b47e072ca9803f546e876f71880

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.302958Z digest=sha256:b110ea949c3ed248ad45aeb921cde145ec84e53e14447d703028eca2441247f6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.307515Z digest=sha256:abed2980664534941556769e1054f99b2ac662a193212f3a97e6f776cb4c2dfa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.311640Z digest=sha256:2c4389abaa4871e1222fe71b121d1595f751e0f6be2a4aad14219a03cdf4ca4e

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:df826809899420b4403ff24d623d95cc99c0f5ab17b58a16a6e4354a4e2d59bc

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=sha256:55daae61bb82bb7d0f0b73d8117496d317c5b6312528c6c5ca50b0d639af5e1c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.325407Z digest=sha256:c2ef3cc6a67c5e9c0c355847e1a46ac7b9f62ed7e52722490cac979940e7565d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.329685Z digest=sha256:aa960b0e6b6c1327726a5a7e9230d789be9c0b750c1d39d5adcec3cc210e9f93

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.338274Z digest=sha256:cbc4b6938c4294545d2acf16830d6ca46c10cd29a7dc4d771f8759e87dd86d11

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.343005Z digest=sha256:3e47b011a2c2e5f2f10af5a85101e1ba106f17597fc2be6b381c54bf9644f459

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.347478Z digest=sha256:3c37c89a76067035fb726eecbd7a49ed68c053a9ff2e6e1cf6ece49347e4283e

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:d06f6436c39f843a21c687d6266d897c6eaa6775ef0376f503816372560eb709

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:be24c8d58801eb452416f2e9d0040628a9e9d76bd814f737b2dabed20d02d49b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.361398Z digest=sha256:a26dfc54ad56fb823dbe5d39e6e02f155eaa4ce99c50b4ee325e73923fe5f69e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.365891Z digest=sha256:e85e2b4dfa534a39c361209f94774566ac1aca238655f06b1ba6627d37ab0e46

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=sha256:69cf0b3f820791e3333b31c0610e7b053dcb625f22f060a8426531fa1afa6da0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.374586Z digest=sha256:9a4556db9127719e8675af86eb02937e676a0e5ea03795f004e086caa7c85413

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=sha256:75ff62dae8eeb7a1d73264f5aecaa1f80b3b4df2d2a5c1fc7eb21f6a1eee5e99

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.383860Z digest=sha256:a9c80fcbbd6ff9c0493c9b44d8217165bc13c7b4b7816b650ced5511b28667f3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.388613Z digest=sha256:1cfd4843be0836c887098041614418cd01e88c607b8bcfe27f1b20daf4fe4144

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:e20006974c804f5f75f7cfe9796ab2e6c83cea45e2bd19827e44509c8f568e1b

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=sha256:8aafb124235596af3c8dae3500272f11bb926afb4bf902ad4631708135254d7c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.402356Z digest=sha256:cb6498ab199629d7e1c451908e1ec88eff9057f74aee7803d28ccd64b3a9bc11

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.406698Z digest=sha256:a044200afbbd20e771f3b71ec4fcb4df0b03f289b6598463ad12f2bec830ff82

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.410986Z digest=sha256:1251cdde3516d6fe9aa577b7544b9693511b2b10e2c5e1598583af70345682cc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.414988Z digest=sha256:f28dd5dfc809f1dac6681abbfa7e763ed714bd8906462edb91618643eae66e87

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.418710Z digest=sha256:22d0cd947381397aa8629b4a5f29c1d5dfd6ebe38e7d34b221ed97095a2027b2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.423025Z digest=sha256:cbcf9b999c2a28e23362a369ef3259331c2a4fdb7d7d9489038f018cf8f8624f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.427095Z digest=sha256:eb361fceed7bf45da0fdf587535c78b235a6c1690b0f0f11e5701d141a82cffe

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.431064Z digest=sha256:cb6a5b35e5de2e8255011de24b3ab2608dae97fc8e76527ea7fd1f690d5510a6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.435012Z digest=sha256:84588b60abef504a54c57ae8552a84b30490a43604325f126d8a371e7fdd25ad

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:bd427819c53ca49ec31ae362adad71df7fdb09c2e87d33d6e582dd2817f8a17c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.442816Z digest=sha256:caaaddc4b09cf40485d5df456fc46b342104e14d13a3505065000ce77f41e517

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.446829Z digest=sha256:6e729b3f1dbd9d9c3ec92c4b07b5398c762a743bb99b13221ccec7ca4caaab2c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.450859Z digest=sha256:12ca0d2868a9ce473849bd84b60d6ffafa737912f1a7aae702539180550d08b5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.455119Z digest=sha256:ac95a42f96cbbcb44f22920f1c94cc216210c0c1755ba49844b867e527b3e1ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.459433Z digest=sha256:3bd66bd3b63123afa0e3c52bdf440e57fa83181c6aefbee6f5d0166ebb8f46df

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.463986Z digest=sha256:8dfd820c92a038b21e599fb8ef7fe887139ed08bdd6c96624e32128d20eeab1b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.468664Z digest=sha256:920c41f2e5e04ef982f27508d2e3d09754a41ba535a471a1d65312c9f08b1d6e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.472944Z digest=sha256:acc09ecd03b3dff6abd9a67e2b45659cff330860fd62f2fbc182af65e1a43315

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.477448Z digest=sha256:e4187465348a3d1a57fbc54bde81c1cbb556ef3a664c233856d9f2f85ece5b5a

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=sha256:451c017bf6d19da4c09f05096505b030663b028713e23b0b3898dd011105a39a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.486655Z digest=sha256:0b7b6e4d0989e78f20f66aeb2f30d1c76cda0d7691f0ae959d730187f99f9b71

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.495412Z digest=sha256:1d9f20d02dcf1b7157966014ceca794bd462148baa723b7c75f171c72ccdaf53

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.499929Z digest=sha256:61c7e47c9782fdeca6c41d6e62cd7c4c1b1925c1e51b2b4ad830832e81bb3f6d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.504317Z digest=sha256:4ce0497dcc4e2d411f919317731178a1a81eb1866698b44c87595ff2308c6ec9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.508738Z digest=sha256:543828ae089113b29638910ea31bb66eb9880976d43b39d2acd673c1ef89f3c3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.518276Z digest=sha256:61da9f3d0db826bc5f50a02015cde33bbc46ae88dc91b2c5819af557b21dad79

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:c40e15ed061ceade1f6a82a2ad62d44da7668b14a41d498c83c15dab01e1b33d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.490987Z digest=sha256:1aa7b1bb7f2b8671ce970f059de31c1218348ff103f6417509348f7115b58d07

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.333894Z digest=sha256:2934b4ea2910f25c1616eef88a25e6ae7834862ad4a57c508415ab4192be6c94

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T05:04:24.513618Z digest=sha256:fd80df216dd48685e3a7354e74b06e9921afa0c841dbbcca7f0f6ea21439850f

Pith citing papers

No inbound Pith citation observations are available.