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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.

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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 129 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
On Fixed-Path Rationing Methods
Lars Ehlers
2001· preprint· en· RePEc: Research Papers in Economics· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Can We Compete in the Global Marketplace
John D. Lawrence
2003· preprint· en· RePEc: Research Papers in Economics· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Estrategias y racionalidad de la pequeña empresa
Luis Robles, Jaime Saavedra, Máximo Torero, Néstor Valdivia, Juan Chacaltana
2001· preprint· es· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Revisiting the Family Investment Hypothesis
Deborah A. Cobb‐Clark, Thomas F. Crossley
2002· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Effects of Exchange Rates on Employment in Canada
Haifang Huang, Ke Pang, Yao Tang
2014· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Internal Trade and Aggregate Productivity
Jennifer Winter, Trevor Tombe
2012· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Do Pilot and Demonstration Projects Work
Christopher J. Blackburn, Mallory Elise Flowers, Daniel C. Matisoff, Juan Moreno‐Cruz
2018· article· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Factors of Economic Growth in Russia’s Regions
Sergey Drobyshevsky, Olеg Lugovoy, Ekaterina Astafieva, Anna Kozlovskaya, Павел Трунин, Lew Lederman
2005· article· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Identification of Liquid Ethane in Titan's Ontario Lacus
R. H. Brown, L. A. Soderblom, J. M. Soderblom, R. N. Clark, R. Jaumann, Jason W. Barnes +4 more
2008· article· en· RePEc: Research Papers in Economics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
What's So Bad About More Inequality?
Lars Osberg
2014· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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