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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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Financial Management
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

63 results · 1 filter active ·
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20052025
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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.
63 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 63 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 63 of 63 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Asymmetric Information and Dividend Policy
Kai Li, Xinlei Zhao
2008· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
248
citations
affunlabeled
Ultimate ownership and bank competition
José Azar, Sahil Raina, Martin C. Schmalz
2021· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
165
citations
affunlabeled
Debt Maturity Structure and Firm Investment
Varouj A. Aivazian, Ying Ge, Jiaping Qiu
2005· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
153
citations
affunlabeled
Resolving the Presidential Puzzle
Oumar Sy, Ashraf Al Zaman
2011· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
affunlabeled
When Do Vertical Mergers Create Value?
Simi Kedia, S. Abraham Ravid, Vicente Pons
2011· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Institutional Investors and Shareholder Litigation
Sergey Barabanov, Onem Ozocak, Harry J. Turtle, Thomas Walker
2008· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Default Risk in Corporate Yield Spreads
Georges Dionne, Geneviève Gauthier, Khemais Hammami, Mathieu Maurice, Jean‐Guy Simonato
2010· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
aboutno affunlabeled
Initial Offer Precision and M&A Outcomes
Petri Hukkanen, Matti Keloharju
2018· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
afffundunlabeled
Mispriced index option portfolios
George M. Constantinides, Michal Czerwonko, Stylianos Perrakis
2019· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
affunlabeled
Excess Cash and Stock Returns
Mikhail Simutin
2010· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
The real effects of proxy advisors on the firm
Paul Calluzzo, Evan Dudley
2018· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
A Law and Finance Analysis of Hedge Funds
Douglas J. Cumming, Na Dai
2010· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Overselling corporate social responsibility
Najah Attig, Wenyao Hu, Mohammad M. Rahaman, Ashraf Al Zaman
2023· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affunlabeled
Underwriter Quality and Long‐Run IPO Performance
Ming Dong, Jean–Sébastien Michel, J. Ari Pandes
2011· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
The Anatomy of a Socially Responsible Corporation
Rajshree Prakash, Rahul Ravi, Rubin Zhao
2016· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
The Value of Investor Sophistication
Chengbo Fu, Gady Jacoby, Nanying Lin, Lei Lü
2025· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
On the anomaly tilts of factor funds
Markus S. Broman, Fabio Moneta
2024· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
aboutno affunlabeled
The Telling Trades of Mutual Funds
Gina Nicolosi
2009· article· en· Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations

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