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Paper Citation Record · LEDGER

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science

As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2508.19383.

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

pith.paper-citation-record.v1
2508.19383 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:52:16.548774Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

22 of 22 outbound references displayed

  • verified exact1
  • verified fuzzy18
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3419a0f7-a856-442a-892e-ec53cf25d654 · outbound

This paper cites PhenoAssistant: A Conversational Multi-Agent AI System for Automated Plant Phenotyping.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science PhenoAssistant: A Conversational Multi-Agent AI System for Automated Plant Phenotyping

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:52:16.628524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 0957ff06-554e-4e40-970e-b2bb2a3f812e · outbound

This paper cites Grapevine red blotch disease: A threat to the grape and wine industries.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Grapevine red blotch disease: A threat to the grape and wine industries

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.958915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.447775Z digest=sha256:a2f1ecee9822edcfc0c7e302b4cfb110fb82cc94ec41484310c63bded318e17d

Observation e8ee9969-c044-4300-87d6-6e17a072cc1a · outbound

This paper cites Spatiotemporal spread of grapevine red blotch-associated virus in a california vineyard.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Spatiotemporal spread of grapevine red blotch-associated virus in a california vineyard

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.940866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.453166Z digest=sha256:047112aaa325e0578f34231ceae152c91ceaf1eca77e4ecebeb41354c65563f3

Observation 868fe176-d8b9-4d67-9fd9-0074a573826d · outbound

This paper cites Investigating the latency period of grapevine red blotch virus in a diseased cabernet franc vineyard experiencing secondary spread.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Investigating the latency period of grapevine red blotch virus in a diseased cabernet franc vineyard experiencing secondary spread

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.925114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.458774Z digest=sha256:16b51a19036750dfb5edfd47255a312e4c6428fc8e87174860a76137500fb194

Observation 43613b42-22b7-4a75-b9b0-ae5ba00691bb · outbound

This paper cites Distinct red blotch disease epidemiological dynamics in two nearby vineyards.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Distinct red blotch disease epidemiological dynamics in two nearby vineyards

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.909085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.464395Z digest=sha256:e3345fb56d66b556b4b052d94b63f48ff926a6b20f6115410786e9213f2d2845

Observation 986c4373-4d16-4fef-9d4e-2818fdd5aac9 · outbound

This paper cites The three-cornered alfalfa hopper, spissistilus festinus, is a vector of grapevine red blotch virus in vineyards.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science The three-cornered alfalfa hopper, spissistilus festinus, is a vector of grapevine red blotch virus in vineyards

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.892628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.469475Z digest=sha256:cfd796c52b437f6942a32d515b0efffef7d368c36612c06649e55736d2010738

Observation 98c35311-ed73-4470-b6dd-906ffa5aaeec · outbound

This paper cites A decade of grapevine red blotch disease epidemiology reveals zonal roguing as novel disease management.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science A decade of grapevine red blotch disease epidemiology reveals zonal roguing as novel disease management

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.875400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.474840Z digest=sha256:83c6f9d35ef518f0459df163a529b64e25ccc8171c395bb98ddac69f01e5d3fa

Observation 310b3ade-d2b3-4854-b435-282b4975a657 · outbound

This paper cites Scalable early detection of grapevine viral infection with airborne imaging spectroscopy.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Scalable early detection of grapevine viral infection with airborne imaging spectroscopy

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.859827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.479478Z digest=sha256:27e23a900ee822ca7c0e2d7b10451865144238d35396729ef24abce5f4f9bab3

Observation 7d43f935-70ab-4d93-b341-29cc8922711a · outbound

This paper cites Plant disease sensing: studying plant-pathogen interactions at scale.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Plant disease sensing: studying plant-pathogen interactions at scale

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.843496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.484160Z digest=sha256:323f059f8f67b9de77179b9c828f965f31ed5525c22749c450ed3b8335d0890f

Observation d149a06b-d64d-40a5-a202-76e89cfe0a68 · outbound

This paper cites an unresolved cited work.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:52:16.826927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.489042Z digest=sha256:a494b2738fece64c11dae8b2a3193d6cb864687ae8834b93f0fb2bb37184df76

Observation 63905a84-e562-4277-9325-1759f863dde4 · outbound

This paper cites Emerging themes and approaches in plant virus epidemiology.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Emerging themes and approaches in plant virus epidemiology

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.809573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.494600Z digest=sha256:5e4b84eefe0dcf2ff671e4c980bd75e4e2d9319550f81cb8ea50df84685e01cc

Observation a4a94ff9-27e2-4a46-8237-04b0c0291662 · outbound

This paper cites Grapevine red blotch virus detection in the vineyard: Leveraging machine learning with vis/nir hyperspectral images for asymptomatic and symptomatic vines.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Grapevine red blotch virus detection in the vineyard: Leveraging machine learning with vis/nir hyperspectral images for asymptomatic and symptomatic vines

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.793293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.499602Z digest=sha256:ee03ff195ce58c89c81d26276d8bac9ac2e4969d973fe5b7e8dafc2fede9320d

Observation 20ea98e7-2890-40e6-9632-6fdf039912c9 · outbound

This paper cites The cost of fungicide resistance evolution in multi-field plant epidemics.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science The cost of fungicide resistance evolution in multi-field plant epidemics

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.776550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.504273Z digest=sha256:d4f4b8e7bd6e0da37e9da6388a34ca85232b2e8ccc7dcf35470e8763a049700d

Observation 557d12b5-1a41-44f3-a73c-4b7158b5a69e · outbound

This paper cites Toward cloud-native, machine learning base detection of crop disease with imaging spectroscopy.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Toward cloud-native, machine learning base detection of crop disease with imaging spectroscopy

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.759544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.509628Z digest=sha256:f96b219fc55c6d08d6f540018575376d36834bd8cf93ee7b31c65b1777701926

Observation 20199f80-ce95-4bb4-8dfb-a5c0e138677b · outbound

This paper cites Phenotyping grapevine red blotch virus and grapevine leafroll-associated viruses before and after symptom expression through machine-learning analysis of hyperspectral images.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Phenotyping grapevine red blotch virus and grapevine leafroll-associated viruses before and after symptom expression through machine-learning analysis of hyperspectral images

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.741328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.514226Z digest=sha256:52355787de40e70ee343a1250f33d0bc3bd5a29c728737b5d1bc07f6b3714812

Observation 48eadad5-a994-42ac-b13a-2565488d0cb3 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Agent Laboratory: Using LLM Agents as Research Assistants

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:16.519662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:16.519662Z digest=sha256:4bf1f6097bb4c2c69cb122b9fb6f5b3df030faedea591904ea30841bec7f4af2

Observation d0171c35-e1fa-4436-9c7d-e6a843e246be · outbound

This paper cites Grapevine red blotch-associated virus, an emerging threat to the grapevine industry.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Grapevine red blotch-associated virus, an emerging threat to the grapevine industry

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.719431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.524736Z digest=sha256:f15d87684b8a31935c1fc4116c4ceeee3205846db8f7219fa598e2e23eef17a1

Observation 01b94e63-b43e-4c58-9dfa-55b413a3ffcb · outbound

This paper cites The virtual lab of ai agents designs new sars-cov-2 nanobodies.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science The virtual lab of ai agents designs new sars-cov-2 nanobodies

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.701216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.529500Z digest=sha256:2df267626b8779b2748a440927b11828e6907d6373c423bd2a69d9d28dd35e34

Observation e9ddd13c-81ff-4d55-b7d2-bf74a930fef4 · outbound

This paper cites AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:16.533994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:16.533994Z digest=sha256:d047437535e5c8a6c02782fa422ae445e2fa3f19ec7c04b4909b744db31bff6c

Observation a34d7451-a128-4245-a5de-5a21b95550cf · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science React: Synergizing reasoning and acting in language models

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.683732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.539004Z digest=sha256:eadb3598a69dbcee711037b5396c6e924a5983668a8c6024dd25f298b9132b40

Observation f751078b-4a52-4180-bdea-775ebab9e14e · outbound

This paper cites Previsual symptoms of xylella fastidiosa infection revealed in spectral plant-trait alterations.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Previsual symptoms of xylella fastidiosa infection revealed in spectral plant-trait alterations

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.666104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.543908Z digest=sha256:8931348e5a4194b93952a424626ffcef56d71165d84b336d3bf12ca69ff18e0b

Observation 9e9722b3-a611-4e9f-a1d1-320088a2ec91 · outbound

This paper cites Divergent abiotic spectral pathways unravel pathogen stress signals across species.

Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science Divergent abiotic spectral pathways unravel pathogen stress signals across species

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:16.648298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:52:16.548774Z digest=sha256:a7b0d52e1163b261c8d82c0a461d842b1b7e4ce7f7aaedb8bd8677f442ef28e8

Pith citing papers

No inbound Pith citation observations are available.