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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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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
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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 4 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.

aboutno affunlabeled
Vancouver's Digital Strategy
2016· article· en· International Journal of E-Planning Research· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
fundno affunlabeled
Medellin (Colombia)
2013· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
afffundno abstractunlabeled
Data and AI Driving Smart Cities
2023· book· en· Studies in big data· Engineering
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
6
citations
fundno affno abstractunlabeled
Electronic Government
2023· book· en· Lecture notes in computer science· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Making Data Visible in Public Space
2021· article· en· McGill GLSA Research Series· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Building Digital Twin Metaverse Cities
2024· book· en· Maker Innovations Series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Technologies to watch in 2020
2020· article· en· Nature· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Intelligence for Future Cities
2023· book· en· ˜The œurban book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
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How this was built: Screen · Findings · About