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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
fundfunder
venuejournal
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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 5 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.

afffundunlabeled
Parking Survey Design Using Gamification
Bo Wang, Mehdi Nourinejad, Orlando Bascuñán, Matthew J. Roorda
2024· article· en· Transportation research procedia· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
CONTINUOUS-TIME REVENUE MANAGEMENT IN CARPARKS
Andreas Papayiannis, Paul Johnson, Dmitry Yumashev, Shaun Howell, Nathan Proudlove, Peter W. Duck
2012· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
The flexible park-and-loop routing problem
Panca Jodiawan, Jean‐François Côté, Leandro C. Coelho
2025· article· en· Transportation Research Part C Emerging Technologies· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Dynamic Parking Signage Project
Geoff Goodwin-Wilson, Timothy Cheng, Hiu Lok Cheung, Yuyang He, Jared West
2020· article· en· cIRcle (University of British Columbia)· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Autonomous Parking Surveillance
Vaibhav Farkade, Yash Dahake, Santosh Parhatay, Hansaraj Wankhede
2023· article· en· International Journal for Research in Applied Science and Engineering Technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
This Might Be the Warmest Parking Lot in Canada
Aidan Chafe
2021· book-chapter· en· University of Alberta Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
A Study of on-Street Parking Vehicle in Sonipat City
Nilesh Kumar Verma, Mr. Harivansh Kumar Chaudhary, Mr. Deepak Kumar Soni
2022· article· en· International Journal for Research in Applied Science and Engineering Technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Stable ordered-union versus selective ultrafilters
Dilip Raghavan, Juris Steprāns
2023· preprint· en· arXiv (Cornell University)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
A simulation-based study to evaluate and improve university parking space
Rabih Monzer Firaoui, Sharfuddin Ahmed Khan, Shahriar Alam, Jehad Basem Abu Shamleh, Bilal Marzouki, Ibrahim Emad Elabed
2024· article· en· International Journal of Services and Operations Management· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Garage Storage Alberta, Canada
Garage Storage Edmonton
2011· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Surveys of Downtown
2014· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CANADIAN PARKING TAXES: A LOOK OVER THE BORDER
B Wallner, J Laires
2004· article· en· Parking: the magazine of the parking industry· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations

How this was built: Screen · Findings · About