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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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Stochastic processes and financial applications
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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.

1,930 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.
1,930 works in the cohort · of 4,299,418page 2 of 39

Labels cover 4 of 1,930 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 1,930 of 1,930 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Forecasting with Option-Implied Information
2013· book-chapter· en· Handbook of economic forecasting· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
98
citations
affno abstractunlabeled
Nonlinearity and temporal dependence
2009· article· en· Journal of Econometrics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
98
citations
affno abstractunlabeled
Calibration and hedging under jump diffusion
2007· article· en· Review of Derivatives Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
97
citations
affno abstractunlabeled
Wishart Quadratic Term Structure Models
2003· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
97
citations
affunlabeled
Option Pricing With Modular Neural Networks
2009· article· en· IEEE Transactions on Neural Networks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
94
citations
affno abstractunlabeled
Regime Switching and European Options
2007· book-chapter· en· Lecture notes in control and information sciences· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
89
citations
fundno affunlabeled
Stochastic Modeling in Economics and Finance
2003· book· en· Kluwer Academic Publishers eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
87
citations
afffundno abstractunlabeled
Option valuation with co-integrated asset prices
2003· article· en· Journal of Economic Dynamics and Control· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
82
citations
affno abstractgemma · no categorygpt · no categorymodels agree
Option Valuation with Conditional Skewness
2003· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Advances in Mathematical Finance
2007· book· en· Applied and numerical harmonic analysis· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
affunlabeled
The Dirichlet problem for the convex envelope
2011· article· en· Transactions of the American Mathematical Society· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
75
citations
affgemma · no categorygpt · no categorymodels agree
Three ways to solve for bond prices in the Vasicek model
2004· article· en· Journal of Applied Mathematics and Decision Sciences· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
72
citations
afffundunlabeled
PORTFOLIO MANAGEMENT WITH CONSTRAINTS
2007· article· en· Mathematical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affunlabeled
The integral of geometric Brownian motion
2001· article· en· Advances in Applied Probability· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
67
citations

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