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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.

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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 27 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.

afffundgemma · no categorygpt · no categorymodels agree
Tiebout Sorting and Neighborhood Stratification
Patrick Bayer, R. S. McMillan
2011· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
A Penny for Your Thoughts
W. Walker Hanlon, Stephan Heblich, Ferdinando Monte, M. Schmitz
2022· report· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
A Model of Behavioral Manipulation
Daron Acemoğlu, Ali Makhdoumi, Azarakhsh Malekian, Asuman Ozdaglar
2023· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
How do Hospitals Respond to Payment Incentives?
Gautam Gowrisankaran, Keith A. Joiner, Jianjing Lin
2019· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Projective Paternalism
Sandro Ambuehl, B. Douglas Bernheim, Axel Ockenfels
2019· report· en· National Bureau of Economic Research· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
The Economics of Labor Adjustment: Mind the Gap
Russell Cooper, Jonathan Willis
2001· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Are Small Farms Really more Productive than Large Farms?
Fernando M. Aragon Sanchez, Diego Restuccia, Juan Pablo Rud
2019· preprint· en· National Bureau of Economic Research· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Liquidity Mergers
Heitor Almeida, Murillo Campello, Dirk Hackbarth
2011· report· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Ideology
Roland Bénabou
2008· report· en· National Bureau of Economic Research
machine prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
The Intergenerational Transmission of Housing Wealth
N. Meltem Daysal, Michael Lovenheim, David Wasser
2023· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Unconditional Quantile Regressions
Sérgio Firpo, Nicole M. Fortin, Thomas Lemieux
2007· preprint· en· National Bureau of Economic Research· Mathematics
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Immigration and Occupational Comparative Advantage
Gordon Hanson, Chen Liu
2021· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Valuing the Time of the Self-Employed
Daniel Agness, Travis Baseler, Sylvain Chassang, Pascaline Dupas, Erik Snowberg
2022· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Relationship Lending and the Great Depression
Jon Cohen, Kinda Hachem, Gary Richardson
2016· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
q⁵
Kewei Hou, Haitao Mo, Chen Xue, Lu Zhang
2018· report· en· National Bureau of Economic Research· Decision Sciences
machine prediction:candidate · noneconsensus · none
6
citations

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