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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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Urban and Rural Development Challenges
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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.

787 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.
787 works in the cohort · of 4,299,418page 9 of 16

Labels cover 1 of 787 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 787 of 787 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Saahlinda Naay – saving things house
Jisgang Nika Collison, Cara Krmpotich
2020· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Book Review
Abdul-Salam Ibrahim
2022· article· en· Journal of Urban Management· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Slum Cities: Cities Within Cities
J. T. Trevors, Milton H. Saier
2006· article· en· Water Air & Soil Pollution· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Building Resistance
Stacie Burke
2018· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
venueno affunlabeled
Public space regeneration strategies: The case of salou
Núria Salvadó, Iris D. Rivera, Darbelio Agatón Lorenzo
2016· article· en· International Journal of Sustainable Development and Planning· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Consequences of Urban Development in Nigeria
Jennifer Chinweokwu Ogborogu, Huhua Cao, Ria Perrault, Rebecca Nagar
2025· book-chapter· en· City development· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
Vernacular, Modernist, Historic
Prabhjit Brar, Joginder Dhanjal, Jamie S. Scott
2021· article· en· Journal of the Society for the Study of Architecture in Canada· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)81424-x
2000· article· en· Time to knit· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Urban Economy
Peter Karl Kresl
2014· article· en· Economies· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About