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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
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
Evidence
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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 2 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.

affunlabeled
A Hybrid VLC/RF Parking Automation System
Ali Madahian, Pedram Ashofteh Ardakani, Jamshid Abouei, Ali Mirvakili, Arash Mohammadi, Valencia Koomson
2023· article· en· IEEE Access· Engineering
machine prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Managing parking with progressive pricing
David A. Ornelas, Mehdi Nourinejad, Peter Y. Park, Matthew J. Roorda
2023· article· en· Transportation Research Part C Emerging Technologies· Engineering
machine prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
Smart City Response to Homelessness
Pedram Khayyatkhoshnevis, Salimur Choudhury, Éric Latimer, Vijay Mago
2020· article· en· IEEE Access· Engineering
machine prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
Roughly Right or Precisely Wrong
Donald Shoup
2002· preprint· en· eScholarship (California Digital Library)· Engineering
machine prediction:candidate · noneconsensus · none
14
citations
affvenueaboutunlabeled
Methodology of parking analysis
Abdoulaye Diallo, Jean-Simon Bourdeau, Catherine Morency, Nicolas Saunier
2015· article· en· Canadian Journal of Civil Engineering· Engineering
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Traffic Use of Rest Areas on Rural Highways
Ahmed Al‐Kaisy, Zachary Kirkemo, David Veneziano, Christopher Dorrington
2011· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Planning Model of Optimal Parking Area Capacity
Robert Maršanić, Zdenka Zenzerović, Edna Mrnjavac
2012· article· en· PROMET - Traffic&Transportation· Engineering
machine prediction:candidate · noneconsensus · none
11
citations
affaboutunlabeled
Strategic Station Access Planning for Commuter Rail
Joshua Engel‐Yan, Malvika Rudra, Christopher Livett, Rebecca Nagorsky
2014· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Fog computing-assisted path planning for smart shopping
Farouq Aliyu, M. Abdeen, Tarek Sheltami, Tareq Alfraidi, Mohamed H. Ahmed
2023· article· en· Multimedia Tools and Applications· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
SCOPE: Smart Cooperative Parking Environment
Muhamed Alarbi, Abdelkareem Jaradat, Hanan Lutfiyya, Anwar Haque
2023· article· en· IEEE Access· Engineering
machine prediction:candidate · noneconsensus · none
8
citations

How this was built: Screen · Findings · About