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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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RePEc: Research Papers in Economics
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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.

8,130 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.
8,130 works in the cohort · of 4,299,418page 58 of 163

Labels cover 14 of 8,130 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 8,130 of 8,130 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Equilibrium Rejection of a Mechanism
Gorkem Celik, Michael Peters
2008· preprint· en· RePEc: Research Papers in Economics· Decision Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Candidate Stability and Nonbinary Social Choice
Lars Ehlers, John A. Weymark
2001· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Product Market Competition and Agency Costs
Jen Baggs, Jean‐Etienne de Bettignies
2006· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Bootstrap prediction intervals for factor models
Śılvia Gonçalves, Benoît Perron, Antoine Djogbenou
2016· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Central Bank Transparency: Another Look
Pierre L. Siklos
2010· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Attitudes, Policies and Work
Francesco Giavazzi, Fabio Schiantarelli, Michel Serafinelli
2012· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Reputation with Opportunities for Coasting
Joyee Deb, Heski Bar‐Isaac
2016· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Optimal Monetary Policy Rules from a Timeless Perspective
Tatiana Damjanovic, Vladislav Damjanovic, Charles R. Nolan
2005· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Global Value Chains and Trade Elasticities
Byron Gangnes, C. Alyson, Ari Van Assche
2014· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Concentrated Ownership and Labour Relations
Holger M. Mueller, Thomas Philippon
2006· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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