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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 Markets and Investment Strategies
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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.

3,747 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.
3,747 works in the cohort · of 4,299,418page 3 of 75

Labels cover 0 of 3,747 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 3,747 of 3,747 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Systematic Tail Risk
Maarten R.C. van Oordt, Chen Zhou
2016· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
145
citations
affunlabeled
Market Dynamics and Momentum Profits
Ebenezer Asem, Gloria Yuan Tian
2010· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
143
citations
affunlabeled
How to measure the liquidity of cryptocurrency markets?
Alexander Brauneis, Roland Mestel, Ryan Riordan, Erik Theissen
2021· article· en· Journal of Banking & Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
135
citations
aboutno affunlabeled
Options Trading Costs Are Lower than You Think
Dmitriy Muravyev, Neil D. Pearson
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
133
citations
affunlabeled
Block Ownership, Trading Activity, and Market Liquidity
Paul Brockman, Dennis Y. Chung, Xuemin Sterling Yan
2009· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
132
citations
aboutno affunlabeled
Rounding of Analyst Forecasts
Don Herrmann, Wayne B. Thomas
2005· article· en· The Accounting Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
130
citations
affunlabeled
Performance Evaluation with Stochastic Discount Factors
Heber Farnsworth, Wayne E. Ferson, David Jackson, Steven K. Todd
2002· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
130
citations
affunlabeled
Macroeconomic Attention and Announcement Risk Premia
Adlai J. Fisher, Charles Martineau, Jinfei Sheng
2022· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
129
citations
affunlabeled
Economic uncertainty and investor attention
Daniel Andrei, Henry L. Friedman, N. Bugra Ozel
2023· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
129
citations
aboutno affunlabeled
Stock Price Manipulation: Prevalence and Determinants
Carole Comerton‐Forde, Tālis J. Putniņš
2013· article· en· European Finance Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
123
citations
affunlabeled
Cash Holdings and Mutual Fund Performance
Mikhail Simutin
2013· article· en· European Finance Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
121
citations
affunlabeled
Option Return Predictability
Xintong Zhan, Bing Han, Jie Cao, Qing Tong
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
119
citations
affunlabeled
The Initial Public Offerings of Listed Firms
François Derrien, Ambrus Kecskés
2007· article· en· The Journal of Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
113
citations
affno abstractunlabeled
Why Constrain Your Mutual Fund Manager?
Andrés Almazán, Keith C. Brown, Murray Carlson
2001· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
111
citations
affno abstractunlabeled
The social signal
J. Anthony Cookson, Runjing Lu, William Mullins, Marina Niessner
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
Do Retail Traders Suffer from High Frequency Traders?
Katya Malinova, Andreas Park, Ryan Riordan
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
107
citations
aboutno affunlabeled
Herding in a Concentrated Market: a Question of Intent
Phil Holmes, Vasileios Kallinterakis, Mário Pedro Ferreira
2011· article· en· European Financial Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
106
citations

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