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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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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
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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.

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 30 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Queen’s University
2006· article· en· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Shopping, Gambling or Shambling? Penny Auctions
Stacey G. Robinson, Michael Giebelhausen, June Cotte
2013· article· en· Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Barrie, I.J.
2017· other· de· VU Research Portal· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Cross Market Dynamics of REIT Markets
Kwame Addae‐Dapaah
2007· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A Debt Analysts’ View of Debt-Equity Conflicts of Interest
Gus De Franco, Florin P. Vasvari, Regina Wittenberg Moerman, Dushyantkumar Vyas
2010· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Official Indices on Housing: Prices and Turnover
Peter Parlasca, Bogdan Marola
2018· article· en· 25th Annual European Real Estate Society Conference· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Innovation in commercial real estate
Andrea Chegut
2013· article· en· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Geography of Housing Subsidies
Yashar Blouri, Olivier Schöni
2021· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
IMPROVING THE MEASUREMENT OF EARNINGS DYNAMICS
Moira Daly, Dmytro Hryshko, Iourii Manovskii
2021· preprint· en· International Economic Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
First Quarter 2015: March Madness: Hotels Remain Hot
Crocker H. Liu, Adam Nowak, Robert M. White
2015· article· en· Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cominar Real Estate Investment Trust
2007· article· en· Mergent s Dividend Achievers· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A study of the Canadian property boom
Shirley Xueer. Zhou
2020· dissertation· en· DSpace@MIT (Massachusetts Institute of Technology)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Expected Liquidation Values 
Mehdi Beyhaghi, Cooper Howes, Gregory Weitzner
2025· preprint· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tennessee Housing Market Brief, 3rd Quarter 2007
David A. Penn
2008· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Real Estate and Rental Markets during Covid Times
Bertrand Achou, Hippolyte d’Albis, Eleni Iliopulos
2021· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Logement social et accession à la propriété
Florence Goffette‐Nagot, Modibo Sidibé
2014· article· fr· Économie & prévision· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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