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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.

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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.

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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 13 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. 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.

affno abstractunlabeled
High Frequency Trading and End-of-Day Manipulation
Douglas J. Cumming, Michael Aitken
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Smile‐implied hedging with volatility risk
Pascal François, Lars Stentoft
2021· article· en· Journal of Futures Markets· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
A smooth estimator for MC/QMC methods in finance
Chuan-Hsiang Han, Yongzeng Lai
2010· article· en· Mathematics and Computers in Simulation· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Grid resources valuation with fuzzy real option
David Allenotor, Ruppa K. Thulasiram
2011· article· en· International Journal of High Performance Computing and Networking· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
The American straddle close to expiry
Ghada Alobaidi, Roland Mallier
2006· article· en· Boundary Value Problems· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Mixed-asset portfolio allocation under mean-reverting asset returns
Charles-Olivier Amédée-Manesme, Fabrice Barthélémy, Philippe Bertrand, Jean‐Luc Prigent
2018· article· en· Annals of Operations Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
venueno affno abstractunlabeled
Option-implied risk aversion estimation
Rihab Bedoui, Haykel Hamdi
2015· article· en· The Journal of Economic Asymmetries· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
afffundno abstractunlabeled
Forward–backward SDEs and the CIR model
Cody Hyndman
2007· article· en· Statistics & Probability Letters· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
SIMPLIFIED HEDGE FOR PATH-DEPENDENT DERIVATIVES
Carole Bernard, Junsen Tang
2016· article· en· International Journal of Theoretical and Applied Finance· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Hedging in Fixed Income Markets
Aytek Malkhozov, Philippe Mueller, Andrea Vedolin, Gyuri Venter
2013· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
afffundno abstractunlabeled
On modifications of the Bachelier model
Alexander Melnikov, Hongxi Wan
2021· article· en· Annals of Finance· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
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