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Paper Citation Record · LEDGER

Unsupervised learning for anticipating critical transitions

As of 14 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 1 inbound Pith citation observation for arXiv:2501.01579.

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

pith.paper-citation-record.v1
2501.01579 v1

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:31:28.137791Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:36:16.071180Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T13:36:17.077664Z

Reference resolution

83 of 83 outbound references displayed

  • verified exact1
  • verified fuzzy39
  • unresolved43
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3b70017-543e-4efc-93c9-e2eb15a41111 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 1

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 566c280c-f3fa-4c59-ba0a-11de57330191 · outbound

This paper cites normal” in the sense that its dynamical behavior ex- hibits “healthy.

Unsupervised learning for anticipating critical transitions normal” in the sense that its dynamical behavior ex- hibits “healthy

Reference 2

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no resolver link, observed 2026-08-10T22:31:27.850684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a3434af8-02c0-4514-9a01-2a38d4717f55 · outbound

This paper cites Hastings, K.

Unsupervised learning for anticipating critical transitions Hastings, K

Reference 3

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 473d773a-7987-4206-a759-7f74743f5ad3 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 4

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 763bbb52-e5dd-4011-ae63-00b09a1c8849 · outbound

This paper cites Dobson and H.-D.

Unsupervised learning for anticipating critical transitions Dobson and H.-D

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 16c0753e-b75b-4e02-aa0a-73237ff3f2d7 · outbound

This paper cites Scheffer, Critical Transitions in Nature and Society, Princeton Studies in Complexity (Princeton University Press, 2020).

Unsupervised learning for anticipating critical transitions Scheffer, Critical Transitions in Nature and Society, Princeton Studies in Complexity (Princeton University Press, 2020)

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation bbe4e7be-52bd-475c-8ab6-5ff5eac5c389 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 63ae9b85-c5c1-4afa-949c-86f1c009b318 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation abc410e0-ba11-4fc8-a0ef-64eb20277f06 · outbound

This paper cites Scheffer, S.

Unsupervised learning for anticipating critical transitions Scheffer, S

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f120da97-61b2-4482-9cbc-113d43a8a0c2 · outbound

This paper cites It is helpful but not essen- tial for understanding the main results of the paper.

Unsupervised learning for anticipating critical transitions It is helpful but not essen- tial for understanding the main results of the paper

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2225abee-caa1-4357-a67d-734147d3fd00 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 12

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7e919a12-6ab0-44c3-b70b-ebd6b525f1f3 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 63e738ee-7ee9-4d01-9b02-453f4107eeab · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 14

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 3a925577-5413-476b-9a27-9198fc3d05e5 · outbound

This paper cites Kong, H.-W.

Unsupervised learning for anticipating critical transitions Kong, H.-W

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5515ba67-7ec0-4166-b88c-bf36e9cb9299 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5acc2306-aac7-4f85-97c0-1f804adc6fc1 · outbound

This paper cites Fan, L.-W.

Unsupervised learning for anticipating critical transitions Fan, L.-W

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation cdeec6a1-3ce1-4ab6-8c9c-82517e16756e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5d6fa01c-a2dc-4abd-b66e-cf65c7ebda83 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 19

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a1c88d2b-54a0-4d48-9134-a45be5a35f6e · outbound

This paper cites echo state.

Unsupervised learning for anticipating critical transitions echo state

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ea62c29d-2d09-415e-8105-20ee7c5d157a · outbound

This paper cites Maass, T.

Unsupervised learning for anticipating critical transitions Maass, T

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 4ff80f9e-e937-4257-998e-df722888374d · outbound

This paper cites Pathak, B.

Unsupervised learning for anticipating critical transitions Pathak, B

Reference 22

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ea1a7337-cbce-4bde-b1ae-cac2d3690281 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 23

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e5fda477-6797-4c9f-b3d1-1a70ef0359e1 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 24

Resolution
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no resolver link, observed 2026-08-10T22:31:27.932552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 721bb845-94e0-4787-b7b6-63f828fa8294 · outbound

This paper cites Zhai, L.-W.

Unsupervised learning for anticipating critical transitions Zhai, L.-W

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2f0fa61e-905d-4ea7-89db-49034621f04d · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.754555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2da61a0a-02f1-46e4-8b46-b1f68621a50e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:27.942935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.942935Z digest=sha256:83defac6d60fd7d780570c98daf5ff4693256a329f60287fe6b75f0b4fb2f9a3

Observation 3e73999b-933e-4c8f-b335-ca22ef410468 · outbound

This paper cites Xiao, L.-W.

Unsupervised learning for anticipating critical transitions Xiao, L.-W

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 01f5494a-668d-4ed0-a07d-751d4e9a4eeb · outbound

This paper cites Patel, D.

Unsupervised learning for anticipating critical transitions Patel, D

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:27.949787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.949787Z digest=sha256:1be6d1c85f62fd0f14e81f006491ed8ba72538c0c5eb3b61816d2fa72bd59494

Observation ab4a5f43-c883-4765-92db-ccd8ef4e1847 · outbound

This paper cites Machine-learning prediction of tipping with applications to the Atlantic Meridional Overturning Circulation.

Unsupervised learning for anticipating critical transitions Machine-learning prediction of tipping with applications to the Atlantic Meridional Overturning Circulation

Reference 30

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation efc7ae2f-9345-4189-bcb2-45ab99f091d1 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.722743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 368e4fe9-dabc-40fe-9212-adcb538e8d7e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:27.960124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.960124Z digest=sha256:352159efe25f454a4d5a6b7949114e8f850f7db54975e95e1f0c94e855be731b

Observation 8cc51de5-6ce5-474f-b96d-7de49d1c7fe4 · outbound

This paper cites Kuramoto, Diffusion-induced chaos in reaction sys- tems, Prog.

Unsupervised learning for anticipating critical transitions Kuramoto, Diffusion-induced chaos in reaction sys- tems, Prog

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.707248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6368f0d7-1cc1-40fe-9d59-61284e2d5840 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.697904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.967272Z digest=sha256:c04e622162d1588133a525df30561054ed26515881ae01aa7713c1485e874f1f

Observation c89cc026-a260-4605-9ff6-f02c7e665965 · outbound

This paper cites Grebogi, E.

Unsupervised learning for anticipating critical transitions Grebogi, E

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.688348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.970830Z digest=sha256:bd7cfd77269e850bbcec147a602b16b00f1005122f116bdce761b4e30535f5f9

Observation 7eb76928-515a-4ed6-9ca4-d5a164ad6c92 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.680371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.974221Z digest=sha256:fa4a96704790a9d37205552c3f526d5d436b530c4955818455f564caace70b76

Observation 6943ce40-5b27-46a8-9e71-7376d047accd · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.672129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.977777Z digest=sha256:8751be54763b0bceb4b6011dc8cd12c7945df75d2d73a9fce9bf169e9b780b08

Observation 08ee2f7b-23a5-4884-bfe8-d0c7f22f0ee3 · outbound

This paper cites Yao and E.

Unsupervised learning for anticipating critical transitions Yao and E

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.663514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.980978Z digest=sha256:cd7f7d7f160f5a98b15a61ed59932b76aa26e41def2f4596ffcd8f7e95cce203

Observation b33e1e67-6510-4355-85aa-80e04c96dffa · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.654102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.984806Z digest=sha256:5efeddf693a40bda3639dccc156c24e5f1147f0ff9975ffc60b593bdce902e93

Observation a383cf7e-e0c3-4a1d-8785-ab69d8ff6f45 · outbound

This paper cites H´ enon, A two-dimensional mapping with a strange attractor, Commun.

Unsupervised learning for anticipating critical transitions H´ enon, A two-dimensional mapping with a strange attractor, Commun

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.643922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.988930Z digest=sha256:6596d80d8964efac3185ed3175ea571a67efc6450b1490d0918d572ef130c2f8

Observation 13c379c6-cda4-4512-b9a2-19dcf7df69ff · outbound

This paper cites Cand` es, J.

Unsupervised learning for anticipating critical transitions Cand` es, J

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.633403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.992836Z digest=sha256:21f8041e910f303e20ab0e5331a4629b74d2d7c3597fc12ab5e6aa0f5fabc9f5

Observation 2229313d-d059-46bd-be55-519dc423f40d · outbound

This paper cites Cand` es, J.

Unsupervised learning for anticipating critical transitions Cand` es, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.622464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.996380Z digest=sha256:53dffdf9a79e5196e6c044ceb5f94266a2f9e3fa5607d0cabc671bb609d41cbd

Observation b413b7cc-d98f-4adf-8838-74df60aecd02 · outbound

This paper cites Donoho, Compressed sensing, IEEE Trans.

Unsupervised learning for anticipating critical transitions Donoho, Compressed sensing, IEEE Trans

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.611159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:27.999441Z digest=sha256:1f93b721cd57a95ab741529135d9dd08bf2a9a1e21ef5dadd24f520a9849347e

Observation bf7b0488-8b17-4d61-b4a4-19ab452eb8b2 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.600787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.002504Z digest=sha256:5103cf22b72256a79321e1ca77966fca270643e31fb94e51341f75196697b86d

Observation 07333e86-681c-44c6-a169-1b9b37b35f7d · outbound

This paper cites Cande` s and M.

Unsupervised learning for anticipating critical transitions Cande` s and M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.590405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.005474Z digest=sha256:235fbfd7b6639ccba5b76df49fae5262f98eb219a39c74a2c34f3313691d4976

Observation 5b06444d-0afe-4ec8-a550-7bf2f8d3b8fd · outbound

This paper cites Wang, Y.-C.

Unsupervised learning for anticipating critical transitions Wang, Y.-C

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.578647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.008575Z digest=sha256:e97c3b2de358afc21cf603bd75ad5f09b800ca248b67990c9e49c197781bb9a2

Observation 7ce28afe-e37a-45de-89af-a398bf643ea3 · outbound

This paper cites Lai, Finding nonlinear system equations and com- plex network structures from data: A sparse optimization approach, Chaos 31, 082101 (2021).

Unsupervised learning for anticipating critical transitions Lai, Finding nonlinear system equations and com- plex network structures from data: A sparse optimization approach, Chaos 31, 082101 (2021)

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.011507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.011507Z digest=sha256:70ac119824374b3fd6658d529b8a016ad0944be5d070154bd1ff1460b1556454

Observation afbc8eae-12a9-4f3f-b437-ea54c8590c33 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.561701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.014453Z digest=sha256:ccbd0080dd39873be7da5aacf55ffe843bcf70e29dd65d2f8a0bfcae7b2e896d

Observation 83916ee8-7b1c-48c4-9e21-b84aefc9c39d · outbound

This paper cites Wang, Y.-C.

Unsupervised learning for anticipating critical transitions Wang, Y.-C

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.551134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.017589Z digest=sha256:747dcec75bcb0364f02ddb53454cb4ec00fa09bacac2bbd6a75847c7c6e2228b

Observation 712a193b-a3cd-474c-9150-9696080750c4 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.540363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.020860Z digest=sha256:3baf7feed8912a0e7494830abe0fe368da217c927ec7dff4911866a5f824a510

Observation a63740ed-13fa-451d-bd8b-ce372f3b9bf9 · outbound

This paper cites Su, W.-X.

Unsupervised learning for anticipating critical transitions Su, W.-X

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.530165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.024767Z digest=sha256:6880b6e9409b022c0f28d51590809028bb0910ff89f7f731e8eeb9aeb788015e

Observation 49deedca-ef64-4fda-a830-cddf0be9f01a · outbound

This paper cites Su, Y.-C.

Unsupervised learning for anticipating critical transitions Su, Y.-C

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.520537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.028822Z digest=sha256:7f68d658f8be71f10044b44cfc5a4608cc0b1992a24d2b745d40c4c99c0b268d

Observation d74dc822-c67d-4699-bfdc-2de5b251942f · outbound

This paper cites Shen, W.-X.

Unsupervised learning for anticipating critical transitions Shen, W.-X

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.512463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.032464Z digest=sha256:51764fb551628287f0b18cbb8b53e88239b3832c17335056762af8be89918c09

Observation e877514a-9c40-4730-a95f-bffe7b3265fc · outbound

This paper cites Scheffer, Ecology of Shallow Lakes(Springer Science & Business Media, 2004).

Unsupervised learning for anticipating critical transitions Scheffer, Ecology of Shallow Lakes(Springer Science & Business Media, 2004)

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.503360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.036044Z digest=sha256:05a44d2655862a292277a7c2edd2c806263d427939121d274caede3b8be4669a

Observation 5fb3082f-7d4d-4c22-9e06-be125f0ebd49 · outbound

This paper cites Scheffer, Complex systems: foreseeing tipping points, Nature 467, 411 (2010).

Unsupervised learning for anticipating critical transitions Scheffer, Complex systems: foreseeing tipping points, Nature 467, 411 (2010)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.493688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.039413Z digest=sha256:6d8afc9726f3d25bfc78149dcd2b8987ac6f67150f1711940659788c4c3d8029

Observation 0fccbef3-c0c1-4781-ac19-991e3cde2d1c · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.484201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.042978Z digest=sha256:6548648277dcd75aa495331d29b144f9ed9eafe54643e8e9fa691a8d281e804c

Observation 258f30e5-bd3a-4ead-9bb6-8272d0638c8e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.473353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.046466Z digest=sha256:63ed8995a2cc308b7eb99824f73289b5f2ee5cc981dcfb0d7acb38e5ca28b810

Observation 9c20e191-c0d5-4c8b-aa58-bfae75945b55 · outbound

This paper cites Jiang, Z.-G.

Unsupervised learning for anticipating critical transitions Jiang, Z.-G

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.461191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.050114Z digest=sha256:0552d0e38ec2e6af48026adc003de5cb6afff238c9db344b0430c8d57863f4ff

Observation 5956d94e-06f3-405a-9911-407fc12c559b · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.448753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.054044Z digest=sha256:547436a4ff8b0ed8bd348dfc2a175812e1a0bf30ee550094048b6d0df0f9fce3

Observation 7d58c700-034f-4fcd-9cca-42bf39eb0c22 · outbound

This paper cites Jiang, A.

Unsupervised learning for anticipating critical transitions Jiang, A

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.438493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.057597Z digest=sha256:40caeb095fc0f33724d14b91a728bc615dbda43e229c52c9e1ca6cfc21f36098

Observation 020fc386-270f-458e-b11b-55336a9d4053 · outbound

This paper cites Meng, Y.-C.

Unsupervised learning for anticipating critical transitions Meng, Y.-C

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.428547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.061163Z digest=sha256:229bcf3d4c19c5276fe34ccf625c58d33eb0eb6949c91c0900be0cf211542930

Observation 767c3595-bd68-4050-a6b6-6b6f3a390300 · outbound

This paper cites Meng, Y.-C.

Unsupervised learning for anticipating critical transitions Meng, Y.-C

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.418213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.065223Z digest=sha256:ebd2571c3ee1d41547bbee7ae7de2834b9d45acdfcda36b9117cbf186e0d2d2b

Observation 54278f9a-6c81-474a-b6c1-ee3b5a58654f · outbound

This paper cites Scheffer, J.

Unsupervised learning for anticipating critical transitions Scheffer, J

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.068787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.068787Z digest=sha256:1de8bdd71550389e208e91a1b55f4872540308565bd36dfcd8a7762d95922dcd

Observation cac2570b-7d8a-4ab2-a231-499a2ac64506 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.407799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.072250Z digest=sha256:4fbddb4d4c733a94e04e85cd6580141cf00dca47b21571741d07ea8bbad94ff0

Observation a982c389-0079-4d5a-84da-b3bfd043ebf9 · outbound

This paper cites Boettiger and A.

Unsupervised learning for anticipating critical transitions Boettiger and A

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.398008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.075824Z digest=sha256:47fcd703716dc1295e468d6f7eb3981f7586b112c22026615f3a2d39732938ea

Observation d4ee1de3-465a-4075-8502-95d870e485da · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.387565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.079150Z digest=sha256:41481336dc311091ed0e836067c32c14ce6c75bdd88e6e8675e15738e7bdba9a

Observation 834bc4d0-ca4e-47b5-bb39-beab76390c58 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.377890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.082713Z digest=sha256:d42c4b859d44145a60688186c54b0c5136a3ea535bcf9de5f91904d7c15f24c3

Observation 0fdff89b-2c19-4544-b2a1-dd6754e5a614 · outbound

This paper cites Boettiger, N.

Unsupervised learning for anticipating critical transitions Boettiger, N

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.367781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.086045Z digest=sha256:d38dce033e778e9e89390418d45f1d56db9b2b18ccc845a4ffd677d300db13bd

Observation 1e4c950c-ed13-4516-8e09-326d14bfe408 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.357999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.089494Z digest=sha256:23c202e961477d08be0d4371b108bb8c4d443af4241ee4d185ae291e685cd122

Observation a8ad4c88-9fb9-4db3-b5e2-bf4e354fadb3 · outbound

This paper cites Boers, Early-warning signals for dansgaard-oeschger events in a high-resolution ice core record, Nat.

Unsupervised learning for anticipating critical transitions Boers, Early-warning signals for dansgaard-oeschger events in a high-resolution ice core record, Nat

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.348678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.092915Z digest=sha256:ea379c1f04f520e7d390fad1f8e909a74fcdcf01514a02bd5fb466175c3250da

Observation 911b3f0c-1a7a-4ed6-9875-5b1d1b775010 · outbound

This paper cites Zhang, P.

Unsupervised learning for anticipating critical transitions Zhang, P

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.338006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.096364Z digest=sha256:ba28754a2a3ccd3ef2c94b3e53f2fdd405ddfece252d79e594a86a0eeba37196

Observation 81411560-a6ff-4dc8-953e-9e479b469760 · outbound

This paper cites Rudin, Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead, Nat.

Unsupervised learning for anticipating critical transitions Rudin, Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead, Nat

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.327853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.099481Z digest=sha256:5004edbe77a828e2fe1f53bbc77e9698b7f807c87f30b483e8e87773d923fc4e

Observation 7850623f-1f4f-4a63-91f6-bf05be0f4794 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.316336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.102584Z digest=sha256:bc70093242e9f4e14b7bccde80fbff5ab4a9bf1c12a05e7bdd5c098bc95815bb

Observation 2c3fb365-f242-4e13-884d-90252abc398a · outbound

This paper cites Goodfellow, Y.

Unsupervised learning for anticipating critical transitions Goodfellow, Y

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.304234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.105340Z digest=sha256:0c215a661de6d8e131a2cd7733c6b235a5b03300be2935f2ece20512f13c07d2

Observation 65319dd1-5634-40a3-bf8d-c7da8fe54638 · outbound

This paper cites Auto-Encoding Variational Bayes.

Unsupervised learning for anticipating critical transitions Auto-Encoding Variational Bayes

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.108394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.108394Z digest=sha256:4ea060e0b58d3f2877f66bfd2b052cdb4a5a5dbe971ce71876f80a952ad76cda

Observation e9355e27-1fc8-4528-8a3c-1a97f921da66 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.293751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.111265Z digest=sha256:7692ea21a308e2dd9d082143c2a81b3df8a45fadbe756e377ca411fd45ab67f2

Observation 7584d9a9-68c3-43ac-9bbf-80f1398a052c · outbound

This paper cites Manjunath and H.

Unsupervised learning for anticipating critical transitions Manjunath and H

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.282409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.114103Z digest=sha256:b76e2e430c4ea53af51e4d7cb5fce368f76a868dc43a2ebaeec2776037b0382b

Observation 48e1d31b-5d23-4a4c-88bf-f717a9af88c9 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.271955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation cc70a916-6e70-48d4-a2ec-9f2f47a61141 · outbound

This paper cites McCann and P.

Unsupervised learning for anticipating critical transitions McCann and P

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.260793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5fec94ce-1782-4dd1-bc97-2f8a9f6db207 · outbound

This paper cites Bergstra, R.

Unsupervised learning for anticipating critical transitions Bergstra, R

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.249083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6633fbc6-205a-41e9-ae67-fca37fd3291a · outbound

This paper cites Bergstra and Y.

Unsupervised learning for anticipating critical transitions Bergstra and Y

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.238203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation cb31a02c-00ea-48e5-ba12-f49332ca923f · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

Unsupervised learning for anticipating critical transitions Neural Architecture Search with Reinforcement Learning

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.129984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.129984Z digest=sha256:dd95b04c31d13b1471d21ab56985a0db9a068bc44d367f552ff95496c37fc445

Observation d46907c8-5122-49c3-8534-7d4472d11740 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.227107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.134214Z digest=sha256:f9076438b28a02838efaf704f3ddda09273c3033594ba5af62e09d415f9420e4

Observation 2227e352-627c-4ed3-9498-210b76bdc03c · outbound

This paper cites Breiman, Random forests, Mach.

Unsupervised learning for anticipating critical transitions Breiman, Random forests, Mach

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.214678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:31:28.137791Z digest=sha256:f5aff6dcf619697bd69c15a8a5a7e82507c1213780f8ce7f20f0651b0792339e

Pith citing papers

Observation f06f90f1-868e-405c-b84b-79ab5f0f7bb5 · inbound

Tailored Forecasting from Short Time Series via Meta-learning cites this paper.

Tailored Forecasting from Short Time Series via Meta-learning Unsupervised learning for anticipating critical transitions

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T13:36:17.082417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-10T13:36:16.071180Z digest=sha256:3bde3976b37140881e5dfbac997d397fae9834b064965ee860dec6334beef3f1