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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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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
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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
Stuart S. Rosenthal, William C. Strange
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
Gilles Duranton, Diego Puga
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
Marigee Bacolod, Bernardo S. Blum, William C. Strange
2008· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
354
citations
fundno affno abstractunlabeled
The price of residential land in large US cities
Morris A. Davis, Michael G. Palumbo
2007· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
309
citations
affno abstractunlabeled
Are compact cities environmentally friendly?
Carl Gaigné, Stéphane Riou, Jacques‐François Thisse
2012· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
230
citations
affno abstractunlabeled
What is the role of the asking price for a house?
Lu Han, William C. Strange
2016· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
133
citations
affno abstractunlabeled
Innovation and Input Sharing
Robert W. Helsley, William C. Strange
2002· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
132
citations
afffundno abstractunlabeled
Step tolling with bottleneck queuing congestion
Charles Lindsey, Vincent A.C. van den Berg, Erik T. Verhoef
2012· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
101
citations
afffundno abstractunlabeled
The economics of crowding in rail transit
André de Palma, Robin Lindsey, Guillaume Monchambert
2017· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
93
citations
affno abstractunlabeled
Knowledge barter in cities
Robert W. Helsley, William C. Strange
2004· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
The merits of separating cars and trucks
André de Palma, Moez Kilani, Robin Lindsey
2008· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Uneven landscapes and city size distributions
Sanghoon Lee, Qiang Li
2013· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Overlapping soft budget constraints
Marie-Laure Breuillé, Marianne Vigneault
2009· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
afffundno abstractunlabeled
Thieves, thugs, and neighborhood poverty
David Bjerk
2010· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
31
citations
afffundaboutunlabeled
Homeowner politics and housing supply
Nathan R. Stewart, Justin Tyndall
2023· article· en· Journal of Urban Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Stolen Gun Control
Robert W. Helsley, Arthur O’Sullivan
2001· article· en· Journal of Urban Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations

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