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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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Journal of applied corporate finance
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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
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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.

51 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.
51 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 51 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 51 of 51 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
WHAT DO WE KNOW ABOUT STOCK REPURCHASES?
Gustavo Grullon, David L. Ikenberry
2000· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
304
citations
affunlabeled
REAL OPTIONS: STATE OF THE PRACTICE
Alex Triantis, Adam Borison
2001· article· en· Journal of applied corporate finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
162
citations
affunlabeled
PRIVATE EQUITY INVESTING IN EMERGING MARKETS
Roger Leeds, Julie Sunderland
2003· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
79
citations
affaboutunlabeled
PERHAPS EVA DOES BEAT EARNINGS—REVISITING PREVIOUS EVIDENCE
Glenn D. Feltham, Grant E. Issac, Chima Mbagwu, Ganesh Vaidyanathan
2004· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
FIRST‐MOVER (DIS) ADVANTAGE AND REAL OPTIONS
Tom Cottrell, Gordon Sick
2001· article· en· Journal of applied corporate finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
Share Repurchases and the Need for External Finance
Matthew T. Billett, Hui Frank Xue
2007· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Is Managerial Myopia a Persistent Governance Problem?
David J. Denis
2019· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affunlabeled
How Kimberly‐Clark Uses Real Options
Martha Amram, Fanfu Li, Cheryl A. Perkins
2006· article· en· Journal of applied corporate finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Do Large Blockholders Reduce Risk?
David Newton, Imants Paeglis
2019· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Sustainability at Dow Chemical
Kathleen Miller Perkins, Robert G. Eccles, Mark Weick
2012· article· en· Journal of applied corporate finance· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Rethinking the Purpose of the Corporation
Edward J. Waitzer
2018· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Canada's Budget Triumph
David R. Henderson
2011· article· en· Journal of applied corporate finance· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Dividend Consistency: Rewards, Learning, and Expectations
David Michayluk, Scott Walker, Karyn Neuhauser
2019· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Separating Leadership from Pay
Stephan Hostettler, Raphaël Lambin
2017· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Implementing Fischer Black's Simple Discounting Rule
Claudio Loderer, J. Bradford De Long, Lukas Roth
2010· article· en· Journal of applied corporate finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
REAL OPTIONS WITH MARKET RISKS AND PRIVATE RISKS
António S. Mello, Unyong Pyo
2002· article· en· Journal of applied corporate finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations

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