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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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Socio-Economic Review
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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
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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.

37 results · 1 filter active ·
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20052025
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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.
37 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 37 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 37 of 37 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Power, policy, and top income shares
Évelyne Huber, Jingjing Huo, John Stephens
2017· article· en· Socio-Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
140
citations
affunlabeled
The comparative institutional analysis of energy transitions
Geoffrey Wood, Jared Finnegan, Maria Allen, Matthew M. C. Allen, Douglas J. Cumming, Sofia Johan +4 more
2019· article· en· Socio-Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
63
citations
afffundunlabeled
Is social investment inimical to the poor?
Alain Noël
2018· article· en· Socio-Economic Review· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
48
citations
affunlabeled
The gender gap in attitudes toward workplace technological change
Sophie Borwein, Beatrice Magistro, Peter John Loewen, Bart Bonikowski, Blake Lee‐Whiting
2024· article· en· Socio-Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
aboutno affunlabeled
Permanent budget surpluses as a fiscal regime
Lukas Haffert
2017· article· en· Socio-Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affunlabeled
The Perils of Vanguardism
Joshua C. Gordon
2017· article· en· Socio-Economic Review· Social Sciences
distilled prediction:candidate · stsconsensus · none
19
citations
affunlabeled
Ups and downs in finance, ups without downs in inequality
Olivier Godechot, Nils Neumann, Paula Apascaritei, István Boza, Martin Hällsten, Lasse Folke Henriksen +12 more
2022· article· en· Socio-Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations

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