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Paper Citation Record · LEDGER

A Mechanism-Driven Theory of Phase Transitions in Active Learning

As of 22 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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:951f1308edd8c93a6477913d63bb5f97bd2e2d7c8534dd14b0195c1818bc94e1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:d675f8a957e0c95a897897b09d5ea8a040013b5e3fc59869f38f52167ae05be8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:575f43574b2b47d42995b4bdb8baaaa71feb5cd0041bf2fcdc977a35c5de312f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ccfaca53584471d9c71b161524b64738eac22b51cf436695f21cfb89ac0aa965

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5a26ab6f6f108392dc30463637db531374f5f7418569b3f2cbeac560832100ed

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:1ca7d68658e373d8fdbda5e469828189dd5196d4457d58b3fcd03c3362e05116

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:a1617227991f33492be76dd2b8e9c086f7e1d4dc35cf619e12966d970177465f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:71d7492e34e0338a50ab2d04f4caf6fec71ad00377e4833b256762fe6a36f603

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:41116eb8f332551c90ad853d849f781e5ed3518cfdbe31b7230cbeaecb25f71d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:76b354ddb29ca25e97ae8865a33d736842274d57526925bd6b819ebebb6fd492

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:8beffc8e7f81b3c594418220e900bdc08d84c5e3d471330f72b9f04ec7b67856

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:61ab9e70ed38ab895dd42d31b575eb82556138ab3322ed36d41cb07215d955b3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:071506d4d141af4ff3c56554d29e0064d9761b46f5ea9746a451722ab47ec745

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:06fd3601675bfbbe38d009992599f739b1746ad6b16067ca312b4fc859863edc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:fbcd1cc346c97de1dc7a42041b45c4e96390e4781517d28072eeb4ac1dbb42eb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:776a0ac99f0de4d76eacedba8a9bfea6e67c1239fa4d9e7cd2c024a3f614aa92

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:7c9948a93481dab155f065d8c5222629ba0791104aa0852fdd9b653bff3e624a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:4f7046879b89d04084cc4bd7b344f5fcc802e31e28d3518ccd9522a044765649

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:1031dcd7bf77b4d394c6d5a818d8aad1dd0ee101280239220f83130219300234

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:7155d8104b4c0c14bf0eca3283584e087220fc65740b7d08e3c044e3f8cdb15b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:87183b338f06ccde222fe8e31424f13cc021c94177bd70b6cb42d287f867e128

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ff8c90f7662493e8e009ebe5c770564bf25347bec8908232970e7e410a05a701

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:6e894d527fee086af27de5d567d2ec7c48cc9eb9b3b261dd79e7599f489093ac

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:9ebfc2fb9bce8b64ed484063147762ba0bbdfc9b6f98b63221cbaae02357043a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:be801881f817f62f2de10104cd5c5d8d40da96944281bf39f4c0eff7bcd02413

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:4bd1263ddd275467fddf12b46f8ce7bff927b80301bb2a491524d8e4b0c91ade

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5c5f946ecae965353b812c75f7d49ec3c4c6c5c1e087aab0adab16567862bc2f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:dfe05fd0aaf44479f27a43c24d6b7af9eaff799a457841fc4252cc49180d8ba0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ddeec2ea877b7ccbf97ee8dbb08ee7c3bf3a5994b3ff0e83265914ff36c7b8fe

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:f241679168d639c3137c21fc18e26b541937eabf87c8a256c119423bd2fe9734

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T17:44:51.648620Z digest=sha256:3e26138143a1f807df18d69888646ff308d099f61759210d96637316355b57ba