Paper Citation Record · LEDGER

Probabilistic measures afford fair comparisons of AIWP and NWP model output

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2506.03744.

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

pith.paper-citation-record.v1
2506.03744 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:01:37.029637Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:04:22.017098Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy25
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 8de0a347-3bd7-4d4d-ac5b-23bf8da44c78 · outbound

This paper cites and Ziegel, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output and Ziegel, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:40.394909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de1f301b-6b2f-4733-b2ba-66186de852da · outbound

This paper cites C., Magnusson, L., Gascon, E., Maier-Gerber, M., Janou s ek, M., Rodwell, M., Pinault, F., Dramsch, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output C., Magnusson, L., Gascon, E., Maier-Gerber, M., Janou s ek, M., Rodwell, M., Pinault, F., Dramsch, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:40.321000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31cac73f-5d71-463c-a8fe-b9e5b73bbff1 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:40.273385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06cfa831-17b8-4c70-b5ca-1c1b9925f76a · outbound

This paper cites P., Lucic, A., Stanley, M., Vaughan, A., Brandstetter, J., Garvan, P., Riechert, M., Weyn, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output P., Lucic, A., Stanley, M., Vaughan, A., Brandstetter, J., Garvan, P., Riechert, M., Weyn, J

Reference 4

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Observation afe84978-e718-4e29-b17e-68f884fa2690 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:40.168306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc94816b-1316-42e1-a35c-748185e5eec0 · outbound

This paper cites D., Cohen, Y., Pathak, J., Mahesh, A., Bonev, B., Kurth, T., Durran, D.

Probabilistic measures afford fair comparisons of AIWP and NWP model output D., Cohen, Y., Pathak, J., Mahesh, A., Bonev, B., Kurth, T., Durran, D

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:40.027245Z

Source-reported events for the cited work

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Observation d51f8e49-e65d-4f22-a217-d2da5294cc51 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation e9d01aee-40bf-4913-a49a-4facfe8a685a · outbound

This paper cites S., and Gneiting, T.

Probabilistic measures afford fair comparisons of AIWP and NWP model output S., and Gneiting, T

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.938064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 07134c60-c2f3-4560-8b32-2a92001be0f2 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:39.814965Z

Source-reported events for the cited work

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Observation cfa7d271-1cfd-478c-87e0-fdea3c290f52 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e42ed442-3971-4c71-ba49-59d7a83abe37 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation 05386f39-788f-4ed7-b07e-486764cf0e90 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 12

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Source-reported events for the cited work

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This paper cites and Raftery, A.

Probabilistic measures afford fair comparisons of AIWP and NWP model output and Raftery, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.403562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0e68ca8-5e50-4c99-b009-d06417d755be · outbound

This paper cites and Ranjan, R.

Probabilistic measures afford fair comparisons of AIWP and NWP model output and Ranjan, R

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.349184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c9754ef-c343-41d9-a593-3b2d5ffaec68 · outbound

This paper cites and Walz, E.-M.

Probabilistic measures afford fair comparisons of AIWP and NWP model output and Walz, E.-M

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.306533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c76f84e1-a772-4fbb-a29c-814f8b60e9b5 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:39.272564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 153af924-f562-4baf-bab9-1b15e2fa5954 · outbound

This paper cites o sching, A., and D \.

Probabilistic measures afford fair comparisons of AIWP and NWP model output o sching, A., and D \

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.205901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56a1b8dc-9f75-44cf-9466-1fc845e35a52 · outbound

This paper cites F., and Gneiting, T.

Probabilistic measures afford fair comparisons of AIWP and NWP model output F., and Gneiting, T

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.124687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1e50d58-bbdb-4fac-b7a8-e538d8ba7869 · outbound

This paper cites D., Dahlgren, P., Dee, D., Diamantakis, M., Dragani, R., Flemming, J., Forbes, R., Fuentes, M., Geer, A., Haimberger, L., Healy, S., Hogan, R.

Probabilistic measures afford fair comparisons of AIWP and NWP model output D., Dahlgren, P., Dee, D., Diamantakis, M., Dragani, R., Flemming, J., Forbes, R., Fuentes, M., Geer, A., Haimberger, L., Healy, S., Hogan, R

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:39.059092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2eafdc0d-28ee-4aac-bc1c-64093df4ce71 · outbound

This paper cites I., M \"u hlemann, A., and Ziegel, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output I., M \"u hlemann, A., and Ziegel, J

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.991962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04642d85-a041-44d1-8deb-ccc23c190339 · outbound

This paper cites J., Parker, D.

Probabilistic measures afford fair comparisons of AIWP and NWP model output J., Parker, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.933164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dbf08e27-6d52-475f-bc0b-8c6f7d15e3a7 · outbound

This paper cites o wer, M., Lottes, J., Rasp, S., D \.

Probabilistic measures afford fair comparisons of AIWP and NWP model output o wer, M., Lottes, J., Rasp, S., D \

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.833193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d770143-17d3-47b1-bd51-e41195310e40 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d3502cc-0d80-4258-ae2a-bf5bee28f1f0 · outbound

This paper cites AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score.

Probabilistic measures afford fair comparisons of AIWP and NWP model output AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score

Reference 24

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Source-reported events for the cited work

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Observation c5da5df2-117b-4e4c-bc74-3aae7bdc3466 · outbound

This paper cites L., Ravazzolo, F., and Gneiting, T.

Probabilistic measures afford fair comparisons of AIWP and NWP model output L., Ravazzolo, F., and Gneiting, T

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.700590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 55bcf197-ac61-4a60-aeba-7a165419a9d9 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:38.631468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ceba225e-7e64-4dbf-8ebb-d2af2dc8c104 · outbound

This paper cites N., and Petroliagis, T.

Probabilistic measures afford fair comparisons of AIWP and NWP model output N., and Petroliagis, T

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8310368-1e4b-4425-855c-1b109c97911e · outbound

This paper cites o sching, A. and D \.

Probabilistic measures afford fair comparisons of AIWP and NWP model output o sching, A. and D \

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.504929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c49f4c2-cee7-4983-803d-7445a5f02a29 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c904a637-6c67-42ba-ba11-17f8f517bdc7 · outbound

This paper cites and Messori, G.

Probabilistic measures afford fair comparisons of AIWP and NWP model output and Messori, G

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c77bd5b-f5db-4732-b38b-bf41ec7b4854 · outbound

This paper cites Python language reference.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Python language reference

Reference 31

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f2212a2-30d9-409c-a05f-2fc5e63476a2 · outbound

This paper cites R : A language and environment for statistical computing.

Probabilistic measures afford fair comparisons of AIWP and NWP model output R : A language and environment for statistical computing

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.210518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0430c6a9-4c0a-49a2-aa77-1f6f28e273f6 · outbound

This paper cites T., Ebert-Uphoff, I., and Stewart, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output T., Ebert-Uphoff, I., and Stewart, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:38.133416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 603583e0-93fd-468f-8bd4-192f050b431f · outbound

This paper cites T., Ebert-Uphoff, I., Stewart, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output T., Ebert-Uphoff, I., Stewart, J

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc4f7f12-1e58-4546-ae4b-d6fd91e147a8 · outbound

This paper cites D., Scher, S., Weyn, J.

Probabilistic measures afford fair comparisons of AIWP and NWP model output D., Scher, S., Weyn, J

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a5346228-921d-4737-97cb-d12895e28fe8 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f381ba36-095c-4b63-b9a0-7ec45eca027f · outbound

This paper cites C., Markou, S., Turner, R., and Vaughan, A.

Probabilistic measures afford fair comparisons of AIWP and NWP model output C., Markou, S., Turner, R., and Vaughan, A

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a0d8294-7ae3-4ce9-ba2c-85ddad5c1916 · outbound

This paper cites B., Demaeyer, J., Evans, G.

Probabilistic measures afford fair comparisons of AIWP and NWP model output B., Demaeyer, J., Evans, G

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:37.701753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a89eebf8-3731-4594-beba-4b6419dd8b62 · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:37.565322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9347a515-7aa4-47b2-b42c-4196f78bc245 · outbound

This paper cites H., K \"o hler, G., and Gneiting, T.

Probabilistic measures afford fair comparisons of AIWP and NWP model output H., K \"o hler, G., and Gneiting, T

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:01:37.420920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 869194fc-cf69-4a1d-a8fe-43af2ebe2e3e · outbound

This paper cites an unresolved cited work.

Probabilistic measures afford fair comparisons of AIWP and NWP model output Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:01:37.295448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation d88071be-d7f4-44ad-b36c-3d0b54cab307 · inbound

Assessing Monotone Dependence: Area Under the Curve Meets Rank Correlation cites this paper.

Assessing Monotone Dependence: Area Under the Curve Meets Rank Correlation Probabilistic measures afford fair comparisons of AIWP and NWP model output

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd17a7c9-dd2c-4053-a142-6b6b6bd09d10 · inbound

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model cites this paper.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Probabilistic measures afford fair comparisons of AIWP and NWP model output

Reference 27

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Source-reported events for the cited work

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Observation 5c5795d0-3d3b-44fb-ae8f-a7e768ab7c26 · inbound

"What is a realistic forecast?" Assessing data-driven weather forecasts, a journey from verification to falsification cites this paper.

"What is a realistic forecast?" Assessing data-driven weather forecasts, a journey from verification to falsification Probabilistic measures afford fair comparisons of AIWP and NWP model output

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T06:01:02.347108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.