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Paper Citation Record · LEDGER

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives

As of 17 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.21901.

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

pith.paper-citation-record.v1
2505.21901 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:25:08.779920Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1468520a-fb00-4144-85ff-680c18904c0b · outbound

This paper cites The State of World Fisheries and Aquaculture 2024 – Blue Transformation in action.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives The State of World Fisheries and Aquaculture 2024 – Blue Transformation in action

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:17.108861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:05.947060Z digest=sha256:a6e4be5b5d1bb43b26f990e1ce61a75013a2175e75edb1bbeeb91dbece3cebca

Observation 9b2c0b63-711e-4622-91cc-09a3449af957 · outbound

This paper cites & Gao, H.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Gao, H

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:16.877537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.023670Z digest=sha256:a7f510eec1d47ff7addf0376edf6cae1b038f14d2f74a76cd2cfe660a0e06152

Observation cef7dcfd-e9e5-4b12-a0c1-98b2076e2892 · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:16.655701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.168419Z digest=sha256:64c0b76fb04948b98c1877a3a81fa8f853d7be3718d61d8469348142e65de515

Observation 260abe11-7b74-4bfa-aab4-5a4489e542dd · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:16.437148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.243693Z digest=sha256:d15f0c7a5c75307523f8d6c3e59314c2b63b1f242abc9bf569b347bd275845df

Observation ba499352-d102-497c-982d-499ad72296e7 · outbound

This paper cites & Begum, S.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Begum, S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:16.202359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.355788Z digest=sha256:611dd867757f97bdd5242db05b9616b8c00d0a1a0187891d8b86cb295fc4e903

Observation 6741f287-4243-424e-aa45-4728322f34fd · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:16.054610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.452429Z digest=sha256:fc58af965e77c3470fd64509529e4d618f534f9f4454b267bd4a9aa0dbec880b

Observation 2a598965-60d8-4b47-8f82-9daabe13bff8 · outbound

This paper cites Machine Learning for Raman Spectroscopy-based Cyber-Marine Fish Biochemical Composition Analysis.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Machine Learning for Raman Spectroscopy-based Cyber-Marine Fish Biochemical Composition Analysis

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:15.856549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.534586Z digest=sha256:6908b74140c562ef9725fa85e6dcd9918ae162ba4b67a3cdc6b9221a9fe65b6a

Observation f5487d97-d332-45cd-b3ac-ab23379adb6e · outbound

This paper cites H., Xue, B., Zhang, M.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives H., Xue, B., Zhang, M

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:15.265174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.652214Z digest=sha256:90f6931fcdfa85c7fdc0bc7d64b3cf4a7306ebf1e77df19110555bf67f88a594

Observation 6db5e00e-c8fe-4a1a-b096-444dff798bb8 · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:14.166499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.783377Z digest=sha256:60b78ee349c0bd4c902669a12d450f196026648b6ef9ac812e3c9ba9487345bf

Observation 3edd7f90-43c6-4b0f-bcc6-32649dc180a0 · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:13.740774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:06.950577Z digest=sha256:850348a4fdaa0de0df66f6bb876b91a62b34c5075b9bc4f202d7bea6162d5417

Observation 97bdaa4d-14e1-40b7-8476-5485b859e3a8 · outbound

This paper cites C., Killeen, D.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives C., Killeen, D

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:13.251327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.082467Z digest=sha256:16718dbc76f6fbf4d211b580c69e4d11eb4c08210732e24e4ffb0761e0eccbee

Observation 361910b2-6d89-4648-b0f9-dbab27634fcc · outbound

This paper cites & Banzhaf, W.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Banzhaf, W

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:12.575364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.165502Z digest=sha256:4702eaefaad1be5623a0280800e48faed9bb49d3e96e85def7818a34cc91ca19

Observation 511c48f4-8006-488d-b8c9-5df286fc0780 · outbound

This paper cites & Zhong, J.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Zhong, J

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:11.986909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.270722Z digest=sha256:53313087535ffbd84b1113c2918e5328ec8d3e76ef331e697e5f45b40eb2a855

Observation d574bca7-5f8e-4f11-92e1-3a104237634d · outbound

This paper cites Linear Genetic Programming for Multi-class Classification Problems.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Linear Genetic Programming for Multi-class Classification Problems

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:11.758192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.369890Z digest=sha256:f81f01adaca357d88bd7f544a12b6c011826be5b36ed1f7f6ef7b978d3bbfdc5

Observation 3d87e792-6fcf-478d-9f35-30fd59183c07 · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:11.601564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.488493Z digest=sha256:8c2ef374420ddcab0446cc9f9a4211f3f412e767af0bbd4e1fff0a187c92ab0e

Observation 8d0bead7-0ebf-488f-8890-0ded8c40c34c · outbound

This paper cites & Zhang, M.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Zhang, M

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:11.416749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.515109Z digest=sha256:ca18bf33a897cc27d496938615569e97d0bb8197e09fffbdfb9e73d609bfd696

Observation b94ab20d-fb96-44dd-9e12-aba45d1bdc6c · outbound

This paper cites & Ochoa, G.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Ochoa, G

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:11.177989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.638874Z digest=sha256:b434766f7e64118c2fec1f6e45fd93245c5ec97002baef5a2fa24214eaee489f

Observation 4c7fa851-75fa-4594-a7ac-8c6c966658a5 · outbound

This paper cites & Zhang, M.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Zhang, M

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:10.962568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.750140Z digest=sha256:6e9b74c434d1e6e2585d4f88311ef2cea95c1d2a60661fb04fdd56487b86c27d

Observation 7951f4ca-510a-40b3-aeb8-477581067659 · outbound

This paper cites & Zhang, M.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Zhang, M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:10.816307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:07.839236Z digest=sha256:8d8fc3731bd5e184a2049b89756fdde0bd7e92d0710c5a4d691007cd7108ec92

Observation b007e492-b5ca-48cd-8b18-236c65faa9f0 · outbound

This paper cites Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:07.930424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:25:07.930424Z digest=sha256:d11ef5e727d1e0f7e63b391950f68edf1df62a50c8d1f1467599e06ccf86d9da

Observation 5597a673-9669-4d86-9fa6-3b3839f763e8 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives mixup: Beyond Empirical Risk Minimization

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T13:25:07.995784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:25:07.995784Z digest=sha256:a2e036316d28d2968df64c6de6d28c83b34187bb53d6a95b57aa8ba994ec1131

Observation 022161ee-3bcf-4deb-955c-fd66a440ecc3 · outbound

This paper cites & Eriksson, L.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Eriksson, L

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:10.624544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.100817Z digest=sha256:badc44f02a0483c04eee1a5ecc41988b85d43adcb1b4c00a134c368c52aa1c51

Observation 9af5240f-86cb-4da3-ae6f-2c40a0214670 · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:10.381284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.177534Z digest=sha256:066f93781c623f3d80b9d3db92334b27dd381ca49627c3ee0998fb2fe8dca936

Observation 36b0b669-faee-4b0c-99db-854a36b9085e · outbound

This paper cites ECJ then and now.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives ECJ then and now

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:10.166322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.295000Z digest=sha256:c4a15a0be13447f4cbb7d1b38820b0c7da6adb04f541db7af1fd69f48808ea9b

Observation 2cd38ea0-7c0b-4fc2-bc4c-a37cc49a2602 · outbound

This paper cites & Zhang, H.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Zhang, H

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:09.950370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.362960Z digest=sha256:2c9fdc37f8c12f49c4879c5c09ec393c5372e57490a46dfe2babfd37f26a57ba

Observation 29f03019-96e3-4a92-af77-230bf6dabb32 · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.668247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.428985Z digest=sha256:cef1f2f3de0716762f24e43ce0c5e7042ada274ed753e19ec829ef7ba25bf55f

Observation 29d539e7-2d8e-4f66-8a94-9d534089564f · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.443261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.538105Z digest=sha256:9bdb84e0b99469ca8b3b0463b44f52e62aed0765965acc5d2d457eb9c4042249

Observation 378cce68-672a-4ae6-b5a1-b33c2e0fc6e4 · outbound

This paper cites & Manzoni, L.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Manzoni, L

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:09.273112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.615675Z digest=sha256:e4c20966f96645739e4ef1d7ddd1e4a17eb63b7ceb6d8fda2f44c9a78c142518

Observation 44bac60b-9d2a-4f6f-a516-b333df335caf · outbound

This paper cites an unresolved cited work.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:25:09.127399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.693194Z digest=sha256:7cf546eb2983fe6463fc6c80a9473c5932153ac6b5a5923f9ee75b4b779187ef

Observation b3c0360e-cfba-4421-ae1f-068550dc5e73 · outbound

This paper cites & Punch, W.

Symbolically Regressing Fish Biomass Spectral Data: A Linear Genetic Programming Method with Tunable Primitives & Punch, W

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:25:08.994607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T13:25:08.779920Z digest=sha256:b07033c73e0a15ef1b7f55da70a3b46a5ddec58f98ade8e337b856627dab18c4

Pith citing papers

No inbound Pith citation observations are available.