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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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Journal of Empirical Finance
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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.

47 results · 1 filter active ·
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20012025
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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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 47 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 47 of 47 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Layoffs, shareholders' wealth, and corporate performance
Peter Chen, Vikas Mehrotra, Ranjini Sivakumar, Wayne Yu
2001· article· en· Journal of Empirical Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
131
citations
afffundno abstractunlabeled
Winter blues and time variation in the price of risk
Ian Garrett, Mark J. Kamstra, Lisa A. Kramer
2005· article· en· Journal of Empirical Finance· Environmental Science
distilled prediction:candidate · noneconsensus · none
118
citations
affno abstractunlabeled
The independence axiom and asset returns
Larry G. Epstein, Stanley E. Zin
2001· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
89
citations
affno abstractunlabeled
Regime switches in the risk–return trade-off
Éric Ghysels, Pierre Guérin, Massimiliano Marcellino
2014· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
66
citations
afffundno abstractunlabeled
Let's get “real” about using economic data
Peter Christoffersen, Éric Ghysels, Norman R. Swanson
2002· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
43
citations
affno abstractunlabeled
Asset pricing models with errors-in-variables
Benoı̂t Carmichael, Alain Coën
2008· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Option price implied information and REIT returns
Jie Cao, Bing Han, Linjia Song, Xintong Zhan
2023· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
Follow the leader: Index tracking with factor models
Pan Jiang, M. Fabricio Perez
2021· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Expensive anomalies
Deniz Anginer, Sugata Ray, H. Nejat Seyhun, Luqi Xu
2023· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Co-illiquidity management
Søren Hvidkjær, Massimo Massa, Aleksandra Rzeźnik
2023· article· en· Journal of Empirical Finance· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

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