Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T15:04:08.358592Z
Paper Citation Record · LEDGER
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization
As of 11 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.18573.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
12 of 12 outbound references displayed
- verified exact2
- verified fuzzy0
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0b0f58fb-0f4f-475f-bcc9-c55bd852eda3 · outbound
This paper cites predict, then optimize.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization predict, then optimize
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:07.905481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 191a82be-bd59-4a32-a854-3d8b3c64c346 · outbound
This paper cites Machine Learning 112, 3211-3260.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Machine Learning 112, 3211-3260
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:07.988881Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b3389d-99c4-4cc7-82d5-257a07925ae4 · outbound
This paper cites Dual Graph Multitask Framework for Imbalanced Delivery Time Estimation.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Dual Graph Multitask Framework for Imbalanced Delivery Time Estimation
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:08.358592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34c60eea-047f-4270-b36e-a54781d000a8 · outbound
This paper cites Periodicity in recurrent fast radio bursts and the origin of ultra long period magnetars.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Periodicity in recurrent fast radio bursts and the origin of ultra long period magnetars
Reference 2003
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:08.309427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccf7fcfb-4833-47be-9df0-3c30ea7d2ba8 · outbound
This paper cites Information Sciences 191, 192-213.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Information Sciences 191, 192-213
Reference 2012
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:07.598038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ab3b429-3cf3-4114-bfc6-914a9024ace0 · outbound
This paper cites In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining
Reference 2016
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:07.751189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa0469bc-ecca-4636-aa92-5c00cf346db3 · outbound
This paper cites Mendeley Data, V3.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Mendeley Data, V3
Reference 2019
- Resolution
- verified exact
- doi, observed 2026-08-01T15:08:32.413819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b5abc85-de6e-4830-8647-f6c8d163d482 · outbound
This paper cites Journal of Business Research 122, 502-517.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Journal of Business Research 122, 502-517
Reference 2021
- Resolution
- verified exact
- doi, observed 2026-08-01T15:08:32.254002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cfc774a6-c8c4-478e-a7b7-764d10411fe9 · outbound
This paper cites Knowledge-Based Systems 245, 108632.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Knowledge-Based Systems 245, 108632
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:07.535686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40c7e15-3b7e-458d-9821-2b7369f23e51 · outbound
This paper cites Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:07.683094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74c7c46c-ad13-4640-a920-7b395f2c5b16 · outbound
This paper cites Root Cause Attribution of Delivery Risks via Causal Discovery with Reinforcement Learning.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Root Cause Attribution of Delivery Risks via Causal Discovery with Reinforcement Learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:08.155498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4d1b073-38e0-4ceb-a769-90ad32bb1a67 · outbound
This paper cites Conformal Predictive Distributions for Order Fulfillment Time Forecasting.
When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization Conformal Predictive Distributions for Order Fulfillment Time Forecasting
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:04:08.237634Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.