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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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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.

84 results · 1 filter active ·
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20002025
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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.
84 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 84 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 84 of 84 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.

affunlabeled
Are there too few publicly listed firms in the US?
Craig Doidge, George Andrew Karolyi, Kris Shen, René M. Stulz
2025· article· en· Financial Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
6
citations
fundno affno abstractunlabeled
Issue Information
2025· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Issue Information
2025· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Issue Information
2024· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Issue Information
2024· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Hedge Fund Activism and Debt Maturity Structure
Amanjot Singh, Saikat Deb, Harminder Singh
2025· article· en· Financial Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Issue Information
2023· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Issue Information
2023· paratext· en· Financial Review· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Issue Information
2024· paratext· en· Financial Review· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Price Discovery in Bitcoin ETF Market
Kiana Kia, Bo Liu, Qian Li, Victor Song, Ke Xu
2025· article· en· Financial Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Issue Information
Thomas W. Doellman, Jennifer Itzkowitz, Jesse Itzkowitz, Sabuhi Sardarli, Serkan Karadas, Louis Louis +24 more
2021· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
Issue Information
2023· paratext· en· Financial Review· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Issue Information
2025· paratext· en· Financial Review· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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