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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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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 9 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.

affaboutunlabeled
Model-Free Assortment Pricing with Transaction Data
Ningyuan Chen, André A. Ciré, Ming Hu, Saman Lagzi
2023· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
A Better Estimate of Internally Generated Intangible Capital
Aneel Iqbal, Shiva Rajgopal, Anup Srivastava, Rong Zhao
2024· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affunlabeled
Innovating Green: Competition Meets Regulation
Rui Dai, Rui Duan, Lilian Ng
2025· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Evaluating Value-at-Risk Models with Desk-Level Data
Jeremy Berkowitz, Peter Christoffersen, Denis Pelletier
2007· preprint· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affunlabeled
Cooperation in Games with Forgetfulness
Raphael Thomadsen, Pradeep Bhardwaj
2010· article· en· Management Science· Decision Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Sales Effort Management Under All-or-Nothing Constraint
Longyuan Du, Ming Hu, Jiahua Wu
2021· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
14
citations
affunlabeled
Tractable Term Structure Models
Bruno Feunou, Jean‐Sébastien Fontaine, Anh Le, Christian Lundblad
2022· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
12
citations
affaboutunlabeled
Acquihiring for Monopsony Power
Heski Bar‐Isaac, Justin P. Johnson, Volker Nocke
2024· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
AI, Skill, and Productivity: The Case of Taxi Drivers
Kyogo Kanazawa, Daiji Kawaguchi, Hitoshi Shigeoka, Yasutora Watanabe
2025· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations

How this was built: Screen · Findings · About