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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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Regional Economics and Spatial Analysis
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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.

782 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.
782 works in the cohort · of 4,299,418page 2 of 16

Labels cover 1 of 782 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 782 of 782 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Empirics of Agglomeration and Trade
2003· preprint· en· SPIRE (Sciences Po)· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
94
citations
affunlabeled
From Sectoral to Functional Urban Specialization
2002· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
87
citations
affunlabeled
Creativity, clusters and the competitive advantage of cities
2015· article· en· Competitiveness Review An International Business Journal incorporating Journal of Global Competitiveness· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
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