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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 133 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.

affaboutunlabeled
Schooling, cognitive ability, and health
M. Christopher Auld, Nirmal Sidhu
2004· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Job Creation and Emplozment in a Time of Crisis
Kosovka Ognjenović, Aleksandra Branković
2012· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Is fiscal policy in the euro area Ricardian
Nikki Panjer, Leo de Haan, Jan Jacobs
2017· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Empirical Models of Firms and Industries
Vı́ctor Aguirregabiria, Margaret E. Slade
2017· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
African cratonic lithosphere carved by mantle plumes
Nicolas Celli, Sergei Lebedev, A. J. Schaeffer, Carmen Gaina
2018· article· en· RePEc: Research Papers in Economics· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Assimilation in Multilingual Cities
Javier Ortega, Grégory Verdugo
2011· article· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Intangible Capital and Productivity Growth in Canada
John R. Baldwin, Wulong Gu, Ryan J. MacDonald
2012· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Glass Ceilings and Sticky Floors: A Representation Index
Krishna Pendakur, Ravi Pendakur, Simon D. Woodcock
2006· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Dynamics of Poverty in Urban Ethiopia
Tesfaye Alemayehu Gebremedhin
2006· article· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Abatement Technology Search
Alain‐Désiré Nimubona, Andrew Leach
2014· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Aristocratic Privilege. Exploiting "Good" Institutions
Kim Oosterlinck, Loredana Ureche‐Rangau, Jacques-Marie Vaslin
2019· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Is Volatility Clustering of Asset Returns Asymmetric
Cathy Ning, Dinghai Xu, Tony S. Wirjanto
2014· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Temporary Natural Resource Cartels
Hassan Benchekroun, Gérard Gaudet, Ngo Van Long
2004· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Seven-Year Impacts of Burkina Faso's BRIGHT Program
Harounan Kazianga, Leigh Linden, Cara Orfield, Ali Protik, Matt Sloan
2016· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mixed Data Kernel Copulas
Jeffrey S. Racine
2013· preprint· en· RePEc: Research Papers in Economics· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
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