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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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Management Science
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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.

598 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.
598 works in the cohort · of 4,299,418page 6 of 12

Labels cover 0 of 598 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 598 of 598 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Learning When to Stop Searching
Daniel G. Goldstein, R. Preston McAfee, Siddharth Suri, James R. Wright
2019· article· en· Management Science· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
Learning to Rank an Assortment of Products
Kris Ferreira, Sunanda Parthasarathy, Shreyas Sekar
2021· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Customization and Returns
Gökçe Esenduran, Paolo Letizia, Антон Овчінніков
2022· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
fundno affunlabeled
Reproducibility in <i>Management Science</i>
Miloš Fišar, Ben Greiner, Christoph Huber, Elena Katok, Ali Özkes
2023· article· en· Management Science· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+open_science
38
citations
affunlabeled
Can Analysts Analyze Mergers?
Hassan Tehranian, Mengxing Zhao, Julie Zhu
2013· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
38
citations
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How this was built: Screen · Findings · About