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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 Parking Systems Research
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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.

385 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.
385 works in the cohort · of 4,299,418page 4 of 8

Labels cover 0 of 385 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 385 of 385 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Curbside Parking Time Limits
Richard Arnott, John Rowse
2009· preprint· en· eScholarship (California Digital Library)· Engineering
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
Who Really Pays for a Parking Space?
Owen Jung
2011· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affno abstractunlabeled
Dynamic Pricing for Parking Facility
Deyu Deng, Carson K. Leung, Adam G.M. Pazdor
2023· book-chapter· en· Lecture notes on data engineering and communications technologies· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affaboutunlabeled
Greater Toronto Airports Authority: Parking Garage
Judy Knight, Richard C. Rich, Gerry Winters, Bruce Toro
2000· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Downtown Parking in Auto City
Richard Arnott, John Rowse
2007· preprint· en· RePEc: Research Papers in Economics· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affaboutunlabeled
Methodology of parking analysis
Abdoulaye Diallo, Catherine Morency, Nicolas Saunier
2013· article· en· Transportation Research Board 92nd Annual MeetingTransportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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