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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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Regional Economics and Spatial Analysis
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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
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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.

782 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.
782 works in the cohort · of 4,299,418page 8 of 16

Labels cover 1 of 782 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 782 of 782 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Diversity–Segregation Conundrum
Richard Florida
2017· article· en· American Journal of Community Psychology· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
6
citations
afffundunlabeled
Survival of the Fittest in Cities: Agglomeration, Selection and Polarisation
Kristian Behrens, Frédéric Robert‐Nicoud
2008· preprint· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
6
citations
affunlabeled
‘Good’ Firms, Worker Flows and Local Productivity
Michel Serafinelli
2015· preprint· en· Open Access at Essex (University of Essex)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
5
citations
affunlabeled
La qualité de vie des villes du savoir
Rémy Tremblay
2006· article· fr· Norois· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Progress in Spatial Analysis: Introduction
Antonio Páez, Julie Le Gallo, Ron Buliung, Sandy Dall’erba
2009· book-chapter· en· Advances in spatial science· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
THE SURVIVAL VALUE OF CLUSTERS FOR DE NOVO ENTRANTS.
Aviad Pe’er, Ilan Vertinsky
2006· article· en· Academy of Management Proceedings· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
affvenueaboutunlabeled
Earnings Mobility of Rural versus Urban Workers in Canada
Esperanza Vera‐Toscano, Alfons Weersink, Euan Phimister
2003· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
Regional Perspectives on Dollarization in Canada
Michel Beine, Serge Coulombe
2003· article· en· Journal of Regional Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Urban Pull: The Roles of Amenities and Employment
Naomi Hausman, Peleg Samuels, Maxime C. Cohen, Roy Sasson
2023· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
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