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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:abab48759692e74e950cb0d997c59e512d6e009aebbc22f97fb05d87d3e99410

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:53981d9d45c12973ff90504c8c7798d9bc1aad9efe5d81401a38d95e834d4c8d

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:20cc5238153dfb50c079c4c38e372d2e18f2a57893b9cf0dc8b7099df4658a32

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:e5bbc3d1799fcd33b58f6cc650209f1764beae886ba927c4bec2307ace64c799

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:efe372db10829d9670b4b1c75da9200eb996b01e8a9157321ed78dbdbad33860

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:76464f7a4ca8d11adef8bb9be98342ea090e1bf4a8fe1e083f1e45ea8ab8945c

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c9d93d9bb5eef359611ccb60efbf6974995cd66d435e7102de893d2a38d87062

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:202d4da75103b5bd8372474146c8ae96ab44346d9f7df982882e90317ea6521f

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:474bcfde37558d912b2886df8d1b29302c000301c0fbd8a1cc0284c021be77ea

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:b98aa6db77c3ab5a5de9e5da32e9e69d474d39c2900e797a8994d757c9935f29

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5527d13eed606ee20df3abfe2744fb16389518f40c1141f7e0876b873e246b6f

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:5a262de52b9d7b0dfa9e30bf0f17ac77acc11b151c0858c6c83984ac39d4e6ec

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:75920b8afdb261eaa1b8fae8b221e38f4c744345f2af5ff71252a9de7d2035e4

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:cb1afd70bc086fdad516086c410cb3f7b07f884497c51397b23cd8672b84278d

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:88912b03b98f8f2ad58ddd621b7694a721a3bbf6a4770eddf41470d70b8cf631

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:55f88ce5e5dbf77f9541c3bb2f9f325c896c2e77d56a697d21fd94521b7e7493

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c3e0382e1bea524e013dd349e83921350b55b87ad2c6e9928939ae707379750c

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:20b62f9032157285b98ec2eb4efac2b63205af04fcc9b70bb8a79477a463a2ce

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:04675dca1f672eadc8deffee7bfa5d30d278fc10a90cd0709be2db23a0e4c2c0

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:fdc31c9100c809daa83ee16671af064fd885afa028a8c1f873ae561b093e135d

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:81477c208703127991624b34c4c26bf44dd5731ceacdce4477f75c60d96bc6cf

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:81f487920862e358aa49770d76d6c8abdaabf774f1dfa36aa6f42ce7b73270db

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:ff7bb4152b31c2473501ed6c05fd32e4c7aed98f7f793e8e377ccb6ec19387ca

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:2fa150aefb60731c413945511d0ddb6beefeb9bb6ce193b22f7365ba88f37b8d

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:d1888821bec38c7350c6039041f1fa45c5ce852de7751200c5e3199ee726890d

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:015dbac0cdc89b50ecf6df8726ff9071ff45b037800f2a517f44d2e3a848e99f

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:a542abcb99619dbd365b6a7a074c716e5b32c6d77d988f079f74f6e9472a5a5e

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:a34579894f661e800d6ddba6d2d22491d48acc808ba54d31bb9f33e52ede63a0

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:c99f002e6dd98aac99bae96309a8b850b3551ae6a7a9328925a7f3f837656bcb

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

source=pdf_text observed=2026-07-02T19:37:15.637535Z digest=sha256:07dd6fe7d841e86d8f2fb38efc0d11c073352f852f17c29f833fa7a0710f06e6

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

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