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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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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.

37,702 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.
37,702 works in the cohort · of 4,299,418page 59 of 755

Labels cover 42 of 37,702 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 37,702 of 37,702 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.

affno abstractunlabeled
Transferability, Finality, and Debt Settlement
Charles M. Kahn, William Roberds
2001· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Is (Systematic) Value Investing Dead?
Ronen Israel, Kristoffer Laursen, Scott Richardson
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Macroeconomic Literacy and Expectations
Michael Mirdamadi, Luba Petersen
2018· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Risk Topography
Markus K. Brunnermeier, Gary Gorton, Arvind Krishnamurthy
2011· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
Head Office Employment in Canada, 1999 to 2005
Desmond Beckstead, W. Mark Brown
2006· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
A Mechanism for LIBOR
Brian Coulter, Joel Shapiro
2013· article· en· SSRN Electronic Journal· Decision Sciences
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Do Green Products Make Us Better People
Nina Mažar, Chen‐Bo Zhong
2009· article· en· SSRN Electronic Journal· Neuroscience
machine prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
Market Structure and Audit Feed: A Local Analysis
Sati P. Bandyopadhyay, Jennifer L. Kao
2003· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Minimum Wages in Developing Countries
Tony Fang, Viet Ha
2022· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
The Return to Capital and the Business Cycle
Paul Gomme, B. Ravikumar, Peter Rupert
2006· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
13
citations
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