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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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Housing Market and 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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,239 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.
2,239 works in the cohort · of 4,299,418page 3 of 45

Labels cover 3 of 2,239 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 2,239 of 2,239 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Housing and Tax Policy
Sami Alpanda, Sarah Zubairy
2016· article· en· Journal of money credit and banking· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
65
citations
aboutno affunlabeled
Homeownership Gaps Among Low-Income and Minority Households
Donald R. Haurin, Christopher Herbert, Stuart S. Rosenthal
2007· article· en· Syracuse University Libraries (Syracuse University)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affno abstractunlabeled
Robbing the Bank: Non-recourse Lending and Asset Prices
Andrey D. Pavlov, Susan M. Wächter
2004· article· en· The Journal of Real Estate Finance and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Days on market and home sales
Catherine E. Tucker, Juanjuan Zhang, Ting Zhu
2013· article· en· The RAND Journal of Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
60
citations
affunlabeled
The Economic Consequences of Bankruptcy Reform
Tal Gross, Raymond Kluender, Feng Liu, Matthew Notowidigdo, Jialan Wang
2021· article· en· American Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
59
citations
affunlabeled
The Measurement of Quality-Adjusted Price Changes
Mick Silver, Saeed Heravi
2003· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
affunlabeled
Affordable Housing and City Welfare
Jack Favilukis, Pierre Mabille, Stijn Van Nieuwerburgh
2019· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
aboutno affunlabeled
Housing Dynamics over the Business Cycle
Finn E. Kydland, Peter Rupert, Roman Šustek
2012· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
55
citations
affunlabeled
The Role of Mortgage Brokers in the Subprime Crisis
Antje Berndt, Burton Hollifield, Patrik Sandås
2010· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
55
citations
affaboutunlabeled
Immigration, Capital Flows and Housing Prices
Andrey D. Pavlov, Tsur Somerville
2018· article· en· Real Estate Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
affunlabeled
Financial Fragility with SAM?
Daniel Greenwald, Tim Landvoigt, Stijn Van Nieuwerburgh
2020· article· en· The Journal of Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
The value of public and private green spaces under water restrictions
Darla Hatton MacDonald, N. D. Crossman, Parvin Mahmoudi, Laura O. Taylor, David Summers, Peter C. Boxall
2010· article· en· Landscape and Urban Planning· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Foreclosures, House Prices, and the Real Economy
Atif Mian, Amir Sufi, Francesco Trebbi
2011· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
52
citations
affno abstractunlabeled
House prices and risk sharing
Dmytro Hryshko, María Luengo-Prado, Bent E. Sørensen
2010· article· en· Journal of Monetary Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Consumers' Attitudes and Their Inflation Expectations
Michael Ehrmann, Damjan Pfajfar, Emiliano Santoro
2015· article· en· Finance and Economics Discussion Series· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
47
citations
venueno affunlabeled
Exploring the Elements of Housing Price in Malaysia
Atasya Osmadi, Ernawati Mustafa Kamal, Hasnanywati Hassan, Hamizah Abdul Fattah
2015· article· en· Asian Social Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
New Urbanism and Sprawl
Andrejs Skaburskis
2006· article· en· Journal of Planning Education and Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
47
citations
fundno affunlabeled
Housing Booms, Manufacturing Decline, and Labor Market Outcomes
Kerwin Kofi Charles, Erik Hurst, Matthew Notowidigdo
2013· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
45
citations

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