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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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Journal of Urban Economics
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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.

61 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.
61 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 61 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 61 of 61 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Determinants of Agglomeration
2001· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1,174
citations
afffundno abstractunlabeled
From sectoral to functional urban specialisation
2005· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
606
citations
affno abstractunlabeled
Skills in the city
2008· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
354
citations
affno abstractunlabeled
Are compact cities environmentally friendly?
2012· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
230
citations
affno abstractunlabeled
Innovation and Input Sharing
2002· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
132
citations
affno abstractunlabeled
Knowledge barter in cities
2004· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Overlapping soft budget constraints
2009· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
afffundaboutunlabeled
Homeowner politics and housing supply
2023· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Stolen Gun Control
2001· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
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