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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Supply Chain and Inventory Management
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,354 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,354 works in the cohort · of 4,299,418page 8 of 28

Labels cover 1 of 1,354 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,354 of 1,354 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cash flow risk in dual-channel supply chain
Fuguo Zhao, Desheng Wu, Liang Liang, Alexandre Dolgui
2014· article· en· International Journal of Production Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
27
citations
afffundunlabeled
Single source single-commodity stochastic network design
Biju K. Thapalia, Stein W. Wallace, Michal Kaut, Teodor Gabriel Crainic
2011· article· en· Computational Management Science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
27
citations
afffundunlabeled
Lot sizing with bounded inventory and lost sales
X. Liu, Chengbin Chu, Chengen Wang
2006· article· en· International Journal of Production Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
The Role of Inventory in Superior Supply Chain Performance
John J. Neale, Brian Tomlin, Sean P. Willems
2004· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts
27
citations
afffundunlabeled
Airline seat allocation competition
Michael Z.F. Li, Anming Zhang, Yimin Zhang
2008· article· en· International Transactions in Operational Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
Work load responsive adjustment of planned lead times
S. T. Enns, Pattita Suwanruji
2004· article· en· Journal of Manufacturing Technology Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affunlabeled
OPTIMAL PROCUREMENT STRATEGY UNDER SUPPLY RISK
Haresh Gurnani, Mehmet Gümüş, Saibal Ray, Tridip Ray
2012· article· en· Asia Pacific Journal of Operational Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Transshipment Between Overconfident Newsvendors
Jialu Li, Meng Li, Xuan Zhao
2021· article· en· Production and Operations Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
Supply Uncertainty and Diversification: A Review
M. Mahdi Tajbakhsh, Saeed Zolfaghari, Chi-Guhn Lee
2007· review· en· Springer series in advanced manufacturing· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
affno abstractunlabeled
An inventory model with random discount offerings
M. Mahdi Tajbakhsh, Chi-Guhn Lee, Saeed Zolfaghari
2011· article· en· Omega· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
afffundno abstractunlabeled
Minimum cost network design in strategic alliances
Okan Arslan, Claudia Archetti, Ola Jabali, Gilbert Laporte, M. Grazia Speranza
2019· article· en· Omega· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
afffundunlabeled
Revenue Management with Repeated Customer Interactions
Andre Calmon, Dragos Florin Ciocan, Gonzalo Romero
2020· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
affunlabeled
Quantity Premiums and Discounts in Dynamic Pricing
Yuri Levin, Mikhail Nediak, Андрей Бажанов
2014· article· en· Operations Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations

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