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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.

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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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Production and Operations 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
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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.

327 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.
327 works in the cohort · of 4,299,418page 2 of 7

Labels cover 1 of 327 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 327 of 327 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
On the Benefits of Risk Pooling in Inventory Management
Oded Berman, Dmitry Krass, M. Mahdi Tajbakhsh
2010· article· en· Production and Operations Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
How to Compete Against a Behavioral Newsvendor
Антон Овчінніков, Brent Moritz, Bernardo F. Quiroga
2015· article· en· Production and Operations Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Gray Markets and Supply Chain Incentives
Jing Shao, Harish Krishnan, S. Thomas McCormick
2016· article· en· Production and Operations Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Partial centralization in a durable‐good supply chain
Li Jin, Xiaodong Yang, Victor Shi, Gangshu Cai
2023· article· en· Production and Operations Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
44
citations
afffundunlabeled
Contingent stimulus in crowdfunding
Longyuan Du, Ming Hu, Jiahua Wu
2022· article· en· Production and Operations Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
40
citations
affunlabeled
How to operate ship fleets under uncertainty
Yiwei Wu, Shuaian Wang, Lu Zhen, Gilbert Laporte, Zheyi Tan, Kai Wang
2023· article· en· Production and Operations Management· Engineering
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Consumer Surplus Under Demand Uncertainty
Maxime C. Cohen, Georgia Perakis, Charles Thraves
2021· article· en· Production and Operations Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
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