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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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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
venuejournal
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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.

2,073 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.
2,073 works in the cohort · of 4,299,418page 19 of 42

Labels cover 12 of 2,073 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 2,073 of 2,073 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.

affgemma · no categorygpt · no categorymodels agree
The Other Ex-Ante Moral Hazard in Health
Jay Bhattacharya, Mikko Packalén
2008· report· en· National Bureau of Economic Research· Health Professions
machine prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
Global Production with Export Platforms
Felix Tintelnot
2016· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
New Ideas in Invention
Mikko Packalén, Jay Bhattacharya
2015· report· en· National Bureau of Economic Research· Decision Sciences
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Human Capitalists
Andrea L. Eisfeldt, Antonio Falato, Mindy Z. Xiaolan
2021· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
14
citations
afffundunlabeled
Disappearing Routine Jobs: Who, How, and Why?
Guido Matías Cortés, Nir Jaimovich, Henry Siu
2016· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
A Global View of Creative Destruction
Chang‐Tai Hsieh, Peter J. Klenow, Ishan Nath
2019· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
affaboutunlabeled
The Distribution of COVID-19 Related Risks
Patrick Baylis, Pierre‐Loup Beauregard, Marie Connolly, Nicole M. Fortin, David Green, Pablo Gutiérrez Cubillos +7 more
2020· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
The Ins and Outs of Cyclical Unemployment
Michael Elsby, Ryan Michaels, Gary Solon
2007· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Production Networks and International Fiscal Spillovers
Michael B. Devereux, Karine Gente, Changhua Yu
2020· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
The Optimal Distribution of Population across Cities
David Albouy, Kristian Behrens, Frédéric Robert‐Nicoud, Nathan Seegert
2016· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Sudden Stops and Optimal Foreign Exchange Intervention
J. Scott Davis, Michael Devereux, Changhua Yu
2020· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
What Determines European Real Exchange Rates?
Martin Berka, Michael Devereux
2010· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Some Facts about Dominant Firms
Germán Gutiérrez, Thomas Philippon
2020· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Innovation: Market Failures and Public Policies
Kevin Bryan, Heidi Williams
2021· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Cassatts in the Attic
Marlène Koffi, Matt Marx
2023· report· en· National Bureau of Economic Research· Arts and Humanities
machine prediction:candidate · noneconsensus · none
13
citations

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