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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 14 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.

venueaboutno affunlabeled
Competition in the Canadian Mortgage Market
Jason Allen
2011· article· en· Bank of Canada review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Housing Affordability: Local and National Perspectives
Laurie Goodman, Wei Li, Jun Zhu
2018· article· en· International Journal for Population Data Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
A New Approach to Estimating the Production Function for Housing
Dennis Epple, Brett R. Gordon, Holger Sieg
2018· article· en· Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
7
citations
afffundgemma · no categorygpt · no categorymodels agree
Tiebout Sorting and Neighborhood Stratification
Patrick Bayer, R. S. McMillan
2011· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
afffundno abstractunlabeled
Mortgage interest deductions? Not a bad idea after all
Shahar Rotberg, Joseph B. Steinberg
2024· article· en· Journal of Monetary Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
House Price Growth and Inflation During COVID-19
Aditya Aladangady, Elliot Anenberg, Daniel García
2022· article· en· FEDS Notes· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
COVID-19 and the Mortgage Market in Luxembourg
François Koulischer, Pauline Perray, Thi Thu Huyen Tran
2022· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Do Foreign Buyer Taxes Affect House Prices?
Jonathan Hartley, Li Ma, Susan M. Wächter, Albert Alex Zevelev
2024· article· en· Journal of Real Estate Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Rational Delays: The Case of Real Estate
Stephen Day Cauley, Andrey D. Pavlov
2002· article· en· The Journal of Real Estate Finance and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Comparing Behavioral Heterogeneity Across Asset Classes
Saskia ter Ellen, Cars Hommes, Remco C. J. Zwinkels
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
6
citations
venueno affunlabeled
Estate Planning Behaviour: A Systematic Literature Review
Faziatul Amillia Mohamad Basir, Wan Marhaini Wan Ahmad, Mahfuzur Rahman
2023· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Do Financial Constraints Cool a Housing Boom
Lu Han, Chandler Lutz, Benjamin Sand, Derek Stacey
2018· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
6
citations

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