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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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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.

151 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.
151 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 151 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 151 of 151 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Estimating the VaR-induced Euler allocation rule
Nadezhda Gribkova, Jianxi Su, Ričardas Zitikis
2023· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
afffundunlabeled
ON COMPLEX ECONOMIC SCENARIO GENERATORS: IS LESS MORE?
Jean‐François Bégin
2021· article· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
DISAPPOINTMENT AVERSION PREMIUM PRINCIPLE
Ka Chun Cheung, Wing Fung Chong, Robert J. Elliott, Sheung Chi Phillip Yam
2015· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
VAR-BASED OPTIMAL PARTIAL HEDGING
Jianfa Cong, Ken Seng Tan, Chengguo Weng
2013· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Optimal surrender policy for reverse mortgage loans
Carole Bernard, Adam W. Kolkiewicz, Junsen Tang
2024· article· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
PATHS AND INDICES OF MAXIMAL TAIL DEPENDENCE
Edward Furman, Jianxi Su, Ričardas Zitikis
2015· preprint· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Actuarial Vacancy
Nancy Reid
2001· article· ca· Astin Bulletin· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
Optimal proportional insurance under claim habit
Jingyi Cao, Dongchen Li, Virginia R. Young, Bin Zou
2025· article· en· Astin Bulletin· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
GEOGRAPHIC RATEMAKING WITH SPATIAL EMBEDDINGS
Christopher Blier-Wong, Hélène Cossette, Luc Lamontagne, Étienne Marceau
2021· preprint· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Editorial: Special issue on risk sharing
An Chen, Steven Vanduffel, Ruodu Wang
2025· article· en· Astin Bulletin· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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