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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
aboutaboutness

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 14 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. 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.

affunlabeled
Lazy Prices
Lauren Cohen, Christopher J. Malloy, Quoc Hung Nguyen
2018· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Real Asset Illiquidity and the Cost of Capital
Hernán Ortiz‐Molina, Gordon M. Phillips
2011· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Competing Risks for Hedge Fund Survival
Fabrice Douglas Rouah
2005· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
The Limits of the Limits of Arbitrage
Alon Brav, J.B. Heaton, Si Li
2009· article· en· European Finance Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Dark Trading on Public Exchanges
Sean Foley, Katya Malinova, Andreas Park
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affaboutunlabeled
Trading Gamification and Investor Behavior
Philipp Chapkovski, Mariana Khapko, Marius Zoican
2024· article· en· Management Science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
aboutno affno abstractunlabeled
Portfolio pumping in mutual fund families
Pingle Wang
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Ethical Investing Has No Portfolio Performance Cost
Yufen Fu, Danika Wright, George Blazenko
2019· article· en· Research in International Business and Finance· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Jump factor models in large cross‐sections
Jia Li, Viktor Todorov, George Tauchen
2019· article· en· Quantitative Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
afffundvenueunlabeled
Climatic disasters and distracted analysts
Yuqi Han, Connie X. Mao, Hongping Tan, Chi Zhang
2023· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
fundno affunlabeled
A New Look at Currency Investing
PojarlievMomtchil, M LevichRichard
2012· book· en· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Pseudo-True SDFs in Conditional Asset Pricing Models*
Bertille Antoine, Kevin Proulx, Éric Renault
2018· article· en· Journal of Financial Econometrics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Multifrequency News and Stock Returns
Laurent E. Calvet, Adlai J. Fisher
2005· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Applications of Regret theory to asset pricing
Anna Dodonova, Yuri Khoroshilov
2004· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
The Price of Variance Risk
Ian Dew-Becker, Stefano Giglio, Anh Le, Marius Rodriguez
2015· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Intraday Patterns in the Cross-Section of Stock Returns
Steven L. Heston, Robert A. Korajczyk, Ronnie Sadka
2010· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Who uses robo‐advising and how?
Vishaal Baulkaran, Pawan Jain
2022· article· en· Financial Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
The Impact of Investability on Asset Valuation
Vihang R. Errunza, Hai T. Ta
2015· article· en· Journal of Financial and Quantitative Analysis· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
19
citations

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