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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 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
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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 7 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
The Canadian parking experience
P Decloux
2004· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
By
2010· article· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Vancouver's Transient Parking Supply and Demand
F Navin, P Joyce
2009· article· en· 2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Taming More Than Lions
Bill Franklin
2016· article· en· ˜The œParking professional· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Study of Parking on Street Vehicle in Panipat City
Praveen Kumar Mishra, Mrs Shailja, Deepak Soni
2023· article· en· International Journal for Research in Applied Science and Engineering Technology· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Where's My Parking Lot?
Greg Young
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Dynamic Parking Allocation Problem in urban areas
Marko Mladenović, Thierry Delot, Christophe Wilbaut
2018· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
SCAD Geo Spatial Web Solution
Roshini, Angelin Ranjithamani
2021· article· en· International Journal on Cybernetics & Informatics· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Park-and Loop Routing Problem with Parking Selection
Théo Le Colleter, Dorian Dumez, Fabien Lehuédé, Olivier Péton
2023· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On-line car parking via 0-1 programming
Marko Mladenović, Thierry Delot, Christophe Wilbaut
2019· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About