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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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Finance research letters
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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
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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.

164 results · 1 filter active ·
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20052025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
164 works in the cohort · of 4,299,418page 3 of 4

Labels cover 1 of 164 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 164 of 164 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Leverage risk and REIT returns
Alain Coën, Philippe Guardiola
2025· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Financially sustainable optimal currency areas
André Cartapanis, Marie‐Hélène Gagnon, Céline Gimet
2023· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
COVID-19, home equity and retirement funding
Vishaal Baulkaran, Pawan Jain
2023· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundno abstractunlabeled
Termination risk and CSR: A behavioral perspective
Zulfiquer Ali Haider, Shahbaz Sheikh
2025· article· en· Finance research letters· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
afffundno abstractunlabeled
Conscientiousness and IPO first-day underpricing
Shirley Chen, Chong Meng
2024· article· en· Finance research letters· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Automation exposure and operating performance
Lei Liu, Tianze Li, Quoc Phan, Zhenyu Wu, Steven Xiaofan Zheng
2024· article· en· Finance research letters· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Explaining inertia in closed-end fund prices
Michael Bleaney, R. Todd Smith
2006· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
The impact of position limits on options trading
Lorne N. Switzer, Qiao Tu
2024· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The impact of clawback provision on cash valuation
Ying Huang, Ying–Jun Angela Zhang, Gady Jacoby, Zhenyu Wu, Xiankui Hu
2025· article· en· Finance research letters· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
0
citations
afffundno abstractunlabeled
Safe haven currencies: A dependence-switching copula approach
Leo Michelis, Cathy Ning, Jeremey Ponrajah
2025· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Asset pricing with dividend surprises
Pancheng Guo, Shi Li, Yan Wang
2023· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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