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Paper Citation Record · LEDGER

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting

As of 8 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2507.08832.

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

pith.paper-citation-record.v1
2507.08832 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:56:20.548691Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

11 of 11 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5adc91ea-5cc3-4e98-b3bf-8eaf03748459 · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.639790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.523855Z digest=sha256:523b89db7eb5183efd77d97eb77c964a9c5a74c1e33f4fd7fd31f6a21d5392ca

Observation 4268066a-97b2-42cc-9058-1ff5e32caeaa · outbound

This paper cites Mahendra Dev.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Mahendra Dev

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:56:20.633683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.527005Z digest=sha256:ff34159f842eb9038979253c2f2fc06962917104b08adb78a4e01dcd013efe2a

Observation 30d7f9f2-7a41-4f6f-9467-82d7fc4b698b · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.627347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.529874Z digest=sha256:00236749ed8c3ad9992adb8a06bd654087c82bbd7e85e1cca8f84814c86460c7

Observation 9adf203c-db32-43e7-9539-646332546331 · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Federated Learning: Strategies for Improving Communication Efficiency

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:56:20.532881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:56:20.532881Z digest=sha256:0c680ca843b5dd168b47b866948478d6d3224398916571dbd0f7e57b0de5a2c8

Observation d3a4b5a7-f6e6-4183-a116-cf7ad8fc4964 · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.620835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.535800Z digest=sha256:45df6c4f71d6d4c004149535a44b5472146d962fb9dccdd56a1413661f75f5d4

Observation 7a784688-504e-4537-b893-e2350ad42584 · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.614402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.538140Z digest=sha256:d8c454106cad3853da4831001b46e8b6da2daff8835f0c86431fd96dfa36c53d

Observation ab8d4adc-37bd-45eb-920c-f7370d130374 · outbound

This paper cites Scaling Speech Technology to 1,000+ Languages.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Scaling Speech Technology to 1,000+ Languages

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T19:56:20.540912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:56:20.540912Z digest=sha256:0e6d2ca2a8bcacd6ef3d2078c46809b85d27ee0d08272a639a1d81faf9af29b1

Observation a2411d12-38bd-49dd-94de-26b5d07b4a9e · outbound

This paper cites Pudumalar, P.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Pudumalar, P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:56:20.606057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.542904Z digest=sha256:699f2aff2a81689a3efe2c37d8e205b2e91eaf50d27deb31a89fa3d71ffef2ec

Observation c76ea26e-7483-4223-aa19-1ccd2b77fda9 · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.597511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.544733Z digest=sha256:0ee9271a6f5ccc8ad9c0df3687c05a2d3bf862e5f17ff9b1c7f00f72810c3679

Observation 7847b391-911c-41d3-86a5-62b446535f8b · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.591584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.546477Z digest=sha256:da80fa45b4885284c625132e7cf999ccb8d4668968b4d41609c9db131470b539

Observation 8d274041-76ae-43a2-901f-5454b8952ab0 · outbound

This paper cites an unresolved cited work.

A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:56:20.583700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T19:56:20.548691Z digest=sha256:c064535c8c591857c563e043f2ba49e7fe40efadb675ae0ed05ebdab5803c4d9

Pith citing papers

No inbound Pith citation observations are available.