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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.

affaffiliation
fundfunder
venuejournal
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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 8 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Are Good Jobs Disappearing in Canada
René Morissette, Anick Johnson
2005· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Can the Tradeoff Theory Explain Debt Structure?
Dirk Hackbarth, Christopher A. Hennessy, Hayne E. Leland
2006· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Savings By and For the Poor: A Research Review and Agenda
Dean Karlan, Aishwarya Lakshmi Ratan, Jonathan Zinman
2013· review· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
81
citations
affunlabeled
IS STOCK RETURN PREDICTABILITY SPURIOUS
Wayne E. Ferson, Sergei Sarkissian, Timothy T. Simin
2003· article· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
80
citations
affno abstractunlabeled
The Bond/Old-Bond Spread
Arvind Krishnamurthy
2000· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations
affaboutno abstractunlabeled
Venture Capital Exits in Canada and the United States
Douglas J. Cumming, Jeffrey G. MacIntosh
2002· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
80
citations
affno abstractgemma · no categorygpt · no categorymodels agree
Option Valuation with Conditional Skewness
Peter Christoffersen, Steven L. Heston, Kris Jacobs
2003· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
80
citations
affno abstractunlabeled
The Wages of Social Responsibility
Meir Statman, Denys Glushkov
2008· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
79
citations
affno abstractunlabeled
Bank Leverage Regulation and Macroeconomic Dynamic
Ian Christensen, Césaire Meh, Kevin Moran
2011· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
79
citations
affno abstractunlabeled
Management Forecasts and Litigation Risk
Stephen Brown, Stephen A. Hillegeist, Kin Lo
2005· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
78
citations
affno abstractunlabeled
Audit Office Size, Audit Quality and Audit Pricing
Jong‐Hag Choi, Jeong‐Bon Kim, Chansog Kim, Yoonseok Zang
2009· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
aboutno affno abstractunlabeled
Caste, Ethnicity and Poverty in Rural India
Ira N. Gang, Kunal Sen, Myeong‐Su Yun
2002· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
Environmental Externalities of Activism
Pat Akey, Ian Appel
2019· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
Winter Blues: A SAD Stock Market Cycle
Mark J. Kamstra, Lisa A. Kramer, Maurice D. Levi
2000· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
76
citations
affno abstractunlabeled
AI Adoption in America: Who, What, and Where
Kristina McElheran, J. Frank Li, Erik Brynjolfsson, Zachary Kroff, Emin Dinlersoz, Lucia Foster +1 more
2023· article· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · noneconsensus · none
76
citations
affno abstractunlabeled
Is the Distribution of Stock Returns Predictable?
Tolga Cenesizoglu, Allan Timmermann
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
76
citations
affno abstractunlabeled
Exchange Rates and Monetary Policy Uncertainty
Philippe Mueller, Alireza Tahbaz-Salehi, Andrea Vedolin
2015· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
76
citations

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