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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 121 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.

aboutno affunlabeled
The Toronto Stock Exchange Preopening Session
Ryan J. Davies
2002· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Taxes and Market Power: A Network Approach
Andrea Galeotti, Benjamin Golub, Sanjeev Goyal, Eduard Talamàs, Omer Tamuz
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Subsidizing Price Discovery
Braz Camargo, Kyungmin Kim, Benjamin Lester
2013· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Prime Locations
Gabriel M. Ahlfeldt, Thilo Albers, Kristian Behrens
2020· article· en· SSRN Electronic Journal· Mathematics
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Marketing, R&D, and Startup Valuation
Nitin Joglekar, Moren Lévesque
2009· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
'Cleantech' Venture Capital Around the World
Douglas J. Cumming, Irene Henriques, Perry Sadorsky
2013· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Publicity and the Clustering of IPO Underpricing
Melanie Cao, Shouyong Shi
2000· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Price Discovery
Mark A. Satterthwaite, Steven R. Williams, Konstantinos E. Zachariadis
2014· article· en· SSRN Electronic Journal· Decision Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
History and Urban Economics
W. Walker Hanlon, Stephan Heblich
2020· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Impacts of Biodiversity Loss on Ocean Ecosystem Services
Boris Worm, Edward B. Barbier, Nicola Beaumont, J. Emmett Duffy, Carl Folke, Benjamin S. Halpern +8 more
2007· article· en· SSRN Electronic Journal· Environmental Science
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Executive Control and Legislative Success
Daniel Diermeier, Razvan Vlaicu
2009· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Portfolio Tilts using Views on Macroeconomic Regimes
Redouane Elkamhi, Jacky S. H. Lee, Marco Salerno
2021· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
CEO Gender and Responses to Shareholder Activism
Scott C. Jackson, Kristina M. Rennekamp, Blake A. Steenhoven
2021· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Political Cycles and Analyst Bias
Jeffrey Pittman, Zhifeng Yang, Sijia Yu
2018· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
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