Pith. sign in

Paper Citation Record · LEDGER

A Mechanism-Driven Theory of Phase Transitions in Active Learning

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:2f9f155cfb1b569c925bf414d71e2b9c064463ec29881c324813992335560745

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:2fa097071a9568c2cd7be3713cbb0e82aae31e1074e969b7f8986ed04d428ff1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ff19c1a0d9dea1a79601a156b565af0cc0c220ffbb59c39c8adb0cd70a7189f4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:4ebdf97526048843e71d652bdafc27bf621872d972344b6463bf90821d0ffbe6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:769fee5f71e56b10b2d96366f0a635362e4f962153e2e49130b11f7449f3ab3f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:d17af212152f21c201189790a7c9dbe8ca98eda50ef0f2df5b3d6af4b5599cbb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:7d40d8186a077d677ba87f180c63bd2529a5a1500aa4d0de8952a9c87ae3da2f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c2ef439db9251251c6dcbdc1c05d5a6cb7275569f5b42222137815755cb19c59

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ff8cf1bd296ce27a583e6decef2ab4db555dbd20ba70a769e29aff6fd5cecdb7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:3436d5a1c653cc0302913ea7cc1f4251188f7a641a517d511dca741f34706c0f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:743c0d430fe040748b420222770e3c99ee5440da3fa7646a04e5063f6fdd9f91

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:a2163bb34017aea09ccf4b0a9bc882d3d755f823980e2a56286e91b3d340daf7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:eb675c3f6c6baf00765e8f94b38dd06500dd213cdae199d486a5dd071357521d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:bd716f04a5ce633478ae7981ad185c01408254310d118dee641ccf119355231a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:b0581ea5e766e65de74cc374c360cb09597bc823ada8e7732f9cc719f0f549d2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:7690e48cc224e1e789cc3f7bb1196d2421dc4ccdd33139106c2f71020cf555e5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:4250b546976c0c37439aa8f2069c937d7fc682b83053b31f16b165f5ddaf9a4c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5d0f67387061d8d0eca858b17d5f12ac91267699d53e108585fada14c7aa9abd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c350a42c6568c290cbb2ecec65fe45e77b8996b4f403f722db9b6a332cdb5e06

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:9be969e205fbe40df73dbc4a3f4a570fc9cbbdb5ca902191b05fc5ac09a67fcc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:957d5d0fd93c4b37668b300a316f08deb646f8d91fecaaf928f432e9c124c00e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:22cc9c463ef1a740e4a034a26a616ab3c00e52af9b373356f2821afadb1f192e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:994cddc0bb30290d957559b90e777dd24952194bf6e8b0128f595c751e0f58ec

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:86fda9be50292e64d8f57c9c201fedefc5a85933fb4914b3cff18acc6864a626

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:89c4aec5a7da86297f088a73590c9b6e178539e0c04f581e77a6b40c88d6905e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:7e219e35db87ff8def86a02a8ebebfffb2f55e3609ddb24d44a0d00041adf0bb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:672d03dfd7ed6b4689234568b783e86f69bcd25314f8d6b3ac61af8120e5190f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:b38efa3d506f17e79b544915ee2ada6c9592425cdf4e02c290c193eaa109a097

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:d0b23f2b70612e89af19ce987601e7144657ee52bbf99ffc3173d15ba6c2fe32

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:e3cdf5f0c67bea00f9b9c37287d01ba20990fbc3820cdf78a9d1f217d7c25320

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:0df8a063def33b66572e003880df75b428d2364d152470b65a53fbbd591b0ad4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:44:51.648620Z digest=sha256:3d44d7dbcf1316b0919210562f87496c45050a369c77e92d056d155b5fae3485