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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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Smart Cities and Technologies
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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.

663 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.
663 works in the cohort · of 4,299,418page 6 of 14

Labels cover 0 of 663 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 663 of 663 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueaboutno affunlabeled
Smart Mobility and Cities: A Study From Toronto-On
Guilherme Bridi, Emanuelle Soares dos Santos, Elenara Viera de Viera
2020· article· en· International Journal of Business Administration· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
The Pivotal Role of Libraries in Sustainable AI Development
Mathilde Garnier, Mathilde Cussac, Camille Delaune, Camille Espy, Laure Papon-Vidal
2024· article· en· Canadian Journal of Information and Library Science· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Digitalization of Solid Waste Management
Marie‐Hélène Zérah, Barathi Nakkeeran, G.S. Mittal
2023· article· en· South Asia Multidisciplinary Academic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Durable Civic Technology
Lisa Mather, Pamela Robinson
2021· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
The Sustainable Digital City
Avi Friedman
2023· book· en· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Durable Civic Technology
Lisa Mather, Pamela Robinson
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
venueno affunlabeled
The Role of Energy in Buildings in Smart Cities
Ala Hasan, Miimu Airaksinen
2016· article· en· International Journal of Environment and Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Key Factors for Sustainable Industrial Cities
Ingy M. El Barmelgy, Moataz S. Aly
2017· article· en· Journal of Sustainable Development· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Digitization of Cities and Its Impact on City Sustainability
Estabraq Shawqi Abd Al-Bari, Nada Khaleefah Alrikabi, Kareem Hassan Alwan, Rasha Abdullah Saadoon
2025· article· en· International Journal of Sustainable Development and Planning· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About