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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 147 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.

fundno affunlabeled
Auction versus Dealership Markets
Moez Bennouri
2003· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Wooden Furniture Outlook
Ugo Finzi, Stefania Pelizzari
2015· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The world mattress industry
Sara Colautti
2015· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Obituary: Steven Klepper
Uwe Cantner, Elias Dinopoulos, Horst Hanusch, Luigi Orsenigo, Nathalie Lazaric, Kenneth I Carlaw +3 more
2013· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Do Earnings Subsidies Affect Job Choice
Helen Connolly, Peter Gottschalk
2004· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Optimal Environmental Targeting in the Amazon Rainforest
Juliano Assunção, R. S. McMillan, Joshua Murphy, Eduardo Souza-Rodrigues
2019· article· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Market Reforms in the Time of Imbalance
Matteo Cacciatore, Romain Duval, Giuseppe Fiori, Fabio Ghironi
2016· article· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Demand Systems with Heteroscedastic Disturbances
Apostolos Serletis, Libo Xu
2018· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Le nouveau passage du Nord-Ouest
Nicolas Bouleau
2012· preprint· fr· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Accounting for Wealth Concentration in the US
Barış Kaymak, David Leung, Markus Poschke
2020· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
What has happened to the poorest 50
Amanda Lenhardt, Andrew Shepherd
2013· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Immmigration and Internal Mobility in Canada
Michel Beine, Serge Coulombe
2014· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Basic Living Expenses for the Canadian Elderly
Bonnie‐Jeanne MacDonald, Doug Andrews, Robert L. Brown
2009· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The timing of uncertainty shocks in a small open economy
Hanna Armelius, Isaiah Hull, Hanna Stenbacka Köhler
2016· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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