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Paper Citation Record · LEDGER

A Mechanism-Driven Theory of Phase Transitions in Active Learning

As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2607.00144.

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

pith.paper-citation-record.v1
2607.00144 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T19:37:15.637535Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:44:51.648620Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:44:53.620905Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved16
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcf00cd6-75a0-4f6f-807e-0a22aa6cb8b4 · outbound

This paper cites In: Pacific-Asia Conf.

A Mechanism-Driven Theory of Phase Transitions in Active Learning In: Pacific-Asia Conf

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.064343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0e01e208-43c2-472a-8a46-4c1f3ecb64e1 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.067770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:baf993392a3675ec21d713fa0ec6f73a6cf5d8aa1867e2aac64a364b6c6d4f49

Observation d5ef84e1-dc7e-4abd-8e81-ab6a00925151 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.057014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:a679cc390ac47a4591f74e9b5e6ed89aacf8bc49bbf168abfa9db311328b4dae

Observation f48f1425-03b4-448e-97b9-f0be4119f804 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.052001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:105bad1f67e47788f8ff789c65bc007816d60ad72b4f33e0c484df2ba58ad27c

Observation e49c7213-12cd-4d73-b275-33c49772881c · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.050461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:d564948a0b5d1ae102df986a57d52db84e6c68fda147b83623a2800d5e3b637a

Observation c3d01d55-9b9a-4980-8738-0b0a2c97a6ed · outbound

This paper cites Improved Baselines with Momentum Contrastive Learning.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Improved Baselines with Momentum Contrastive Learning

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T19:37:18.404613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ffa2fd3613d7631eb97e21d773f3f2b58b127176348862f2da66568615bba249

Observation 0b0d8086-899a-4e1e-b010-d96eeddc205b · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.053524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7436e954-cd03-4d2e-8bb3-390a188e98a6 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.055243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:e504cf67c65962c0a2dd828a2d3bd4cba62601fbd0452126b2a8ded10e7752ae

Observation 751eac6c-5207-4a24-a6b0-725d47f1e562 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.058613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:eb150bf1901b69c76f21b387d2cc5dd7c860cc91e2f6582bfe6af578db5f33af

Observation 4d4367b6-d6c8-4dbe-b305-9a932028b5cd · outbound

This paper cites MethodsX 7, 100864 (2020).

A Mechanism-Driven Theory of Phase Transitions in Active Learning MethodsX 7, 100864 (2020)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.045499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c927dc3cd23c64a0e17f2867beb078eddc66d70753c4db2ca5d4e33f37095292

Observation 64b61377-89e1-4868-98d4-a024220bd92c · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.048798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:8db6f68fe8de1cbf3f7ed79559077267c980cf2a02b16bffa074f1ee1f1212c4

Observation d59041dd-73c6-44bc-9594-20576a265ecf · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.041725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:de2143cf49c970db74e84fb043e8593da4e90913b54e20dae7832363ca99049f

Observation 6dcf2c3f-3473-44e5-9512-ba1351feee55 · outbound

This paper cites Springer (2009).

A Mechanism-Driven Theory of Phase Transitions in Active Learning Springer (2009)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.039939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:9a415960709132ed4485327862084068e11a2fc822979444296cb945c1698012

Observation 74ec799e-394c-4090-a634-22d9133883a5 · outbound

This paper cites In: IEEE Conf.

A Mechanism-Driven Theory of Phase Transitions in Active Learning In: IEEE Conf

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.043573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ebfe9070606c2a91fffe6f875827da4d2efb1424fda5bbee455579a7dae00ed1

Observation 92d8077f-a513-474c-95b5-0acca026864b · outbound

This paper cites In: 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

A Mechanism-Driven Theory of Phase Transitions in Active Learning In: 2019 IEEE Winter Conference on Applications of Computer Vision (WACV)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.060888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:29419cd171d3f43b8f81948ee87a908aeec0f6f46d91ee337c9152bdfc06e7d1

Observation f22dc2f6-a8fa-49ba-98fc-d262361e291f · outbound

This paper cites Advances in neural information pro- cessing systems32(2019).

A Mechanism-Driven Theory of Phase Transitions in Active Learning Advances in neural information pro- cessing systems32(2019)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.032105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:1c47c9c7da66acf65549b9c141be4d67ce93f7c20f39d8431d5513489d783fe1

Observation 20966cfe-c6b0-4134-b2cb-45eca8f27fcf · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.033695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c0f7fd87f31434981c56649f132742f859514216fef6109b6eabd95cc403fc66

Observation 9f9c544e-50fc-4fe1-a0db-e9c6fdb2f4fa · outbound

This paper cites SIGIR Forum29, 13–19 (1995).

A Mechanism-Driven Theory of Phase Transitions in Active Learning SIGIR Forum29, 13–19 (1995)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.035207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:aa3774d59f9f5de9739c4817d5b957645c397cc35756dd1a15a4d0f547a2c407

Observation 8268ef24-02e4-405f-9860-8ffe8d03a238 · outbound

This paper cites In: Chinese Conf.

A Mechanism-Driven Theory of Phase Transitions in Active Learning In: Chinese Conf

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.038296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5f309bb442a67ba4d9b5cca2d7e111d474b3c799adbb26778be4f1512589fcb1

Observation c8c88765-68b2-4128-b2a2-8ce56e873c2c · outbound

This paper cites IEEE Trans.

A Mechanism-Driven Theory of Phase Transitions in Active Learning IEEE Trans

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.025482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:e5dc801866ee4a0833800507af181c697c176c6a5ef8096c266a09e3203a50f4

Observation 504dece5-b3f0-4a41-bb78-b02537f81ace · outbound

This paper cites In: Northern Lights Deep Learn.

A Mechanism-Driven Theory of Phase Transitions in Active Learning In: Northern Lights Deep Learn

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.027266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:2931d2ae63ead9d4f20f82898db7658d0514194d0ee5afa018155da07cb15e79

Observation f85e0ff5-0d68-4b16-a7c8-012a4d29fa2f · outbound

This paper cites MIT press (2012).

A Mechanism-Driven Theory of Phase Transitions in Active Learning MIT press (2012)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.030504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:4288eae7c1c8d09f6340e88f4f1c665bfe4360b80c80aa54769818b9700593c8

Observation 52e5f704-cdd6-4c60-b69e-940c2507fb53 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.023924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:17b81d4721b9078fa6d0f976e53c72e3ae28191bb44f0d9bf281fb351410a58f

Observation f7886c5f-c647-4871-8446-b7bf4cefc9ac · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.019187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:f03938288f57a2972cf7af119f646b78918f7484bf6c7fea9f3121ffeb41d83e

Observation 1c2c7202-5ff0-4dd3-9fcf-24b79188616a · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.017533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:31398a5cad87528239dc2b55641da823f43e1812a6d74a385534c2c9d5bbe1de

Observation 7520b66b-3b20-4be2-80f4-58325d461423 · outbound

This paper cites Electron.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Electron

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.020814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:f1e4228cfa224d60e019e5c413e2e22255381a9423f78057098985fb095f113c

Observation 86d243e8-818b-4cae-a752-c1f8e089ff60 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.066072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:74f353c28f8f778a211850840a420a3cdbf9fc1f019f2d6c20eccd4d182b1731

Observation 761be554-2667-432d-a756-423f6a0c8438 · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.022395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:53d8b7f1aa14d588b02cf1cd9cdd7b9c04a5a3e31b5d50a5c95a5bb6bf2522de

Observation b51374be-1f35-4766-88a7-258468d598f2 · outbound

This paper cites In: International conference on machine learning.

A Mechanism-Driven Theory of Phase Transitions in Active Learning In: International conference on machine learning

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T21:01:30.028996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:0a6f3c64e82385e8e651ca3e7c14205fbbb89b70003fe465ce2731b6b75386e1

Observation 383b1040-dac1-42fd-bc52-7e35e7432acd · outbound

This paper cites an unresolved cited work.

A Mechanism-Driven Theory of Phase Transitions in Active Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-07-05T21:01:30.036729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5fab474a8c8e0ce255c12333868b830fa0dcb7ee23181e340611159d1e7161fd

Observation f91e823d-6b02-421e-afc9-b0eb6548b73f · outbound

This paper cites gradient.

A Mechanism-Driven Theory of Phase Transitions in Active Learning gradient

Reference 31

Resolution
malformed identifier
raw_fallback, observed 2026-07-05T21:01:30.062748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:41151e014f5bc5c6ea235a11363e3f92d169591cab7f62762be6b335b6df8a05

Pith citing papers

Observation 393e57ad-f7f8-4d98-b3bd-364ea49eaff7 · inbound

How Many Labels Are Enough? ALDA: Active Learning Deployment Advisor for Medical Image Classification cites this paper.

How Many Labels Are Enough? ALDA: Active Learning Deployment Advisor for Medical Image Classification A Mechanism-Driven Theory of Phase Transitions in Active Learning

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T17:44:53.671963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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