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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.

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 15 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
The Green Solow Model
William A. Brock, M. Scott Taylor
2004· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
Government and Private Household Debt Relief during COVID-19
Susan Cherry, Erica Xuewei Jiang, Gregor Matvos, Tomasz Piskorski, Amit Seru
2021· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
An Equilibrium Model of Rare Event Premia
Jun Liu, Jun Pan, Tan Wang
2002· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
Realized Beta: Persistence and Predictability
Torben G. Andersen, Tim Bollerslev, Francis X. Diebold, Jin Wu
2004· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
48
citations
affaboutunlabeled
A New Look at Local Business Taxes
Richard M. Bird
2003· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
48
citations
aboutno affunlabeled
Limiting Constitutional Rights
Stephen Gardbaum
2007· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Policy Uncertainty, Investment, and the Cost of Capital
Wolfgang Drobetz, Sadok El Ghoul, Omrane Guedhami, Malte Janzen
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Voluntary Audits Versus Mandatory Audits
Clive S. Lennox, Jeffrey Pittman
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
47
citations
affaboutno abstractunlabeled
Financial Literacy and Retirement Planning in Canada
David Boisclair, Annamaria Lusardi, Pierre‐Carl Michaud
2014· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Systemic Fragility in Decentralized Markets
Alfred Lehar, Christine A. Parlour
2022· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
The Origins of WEIRD Psychology
Jonathan Schulz, Duman Bahrami‐Rad, Jonathan Beauchamp, Joseph Henrich
2018· article· en· SSRN Electronic Journal· Psychology
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
A Dynamic Model of Crowdfunding
Saeed Alaei, Azarakhsh Malekian, Mohamed Mostagir
2016· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Learning-by-Exporting Effects: Are They for Real?
Ana M. Fernandes, Alberto Isgut
2007· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
State Ownership and Corporate Cash Holdings
Ruiyuan Chen, Sadok El Ghoul, Omrane Guedhami, Robert C. Nash
2017· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Corporate Management in the Age of AI
Martin Petrin
2019· article· en· SSRN Electronic Journal· Computer Science
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Markov-Switching GARCH Models in R: The MSGARCH Package
David Ardia, Keven Bluteau, Kris Boudt, Denis‐Alexandre Trottier
2016· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
A Portfolio Approach to Global Imbalances
Zhengyang Jiang, Robert Richmond, Tony Zhang
2022· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Social Image, Networks, and Protest Participation
Рубен Ениколопов, Alexey Makarin, Maria Petrova
2017· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
46
citations

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