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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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Journal of Planning Education and 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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

133 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.
133 works in the cohort · of 4,299,418page 2 of 3

Labels cover 1 of 133 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 133 of 133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Beyond “Soccer Moms”
Julia Markovich, Sue Hendler
2006· article· en· Journal of Planning Education and Research· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Politics of Expertise
Orly Linovski
2015· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Localizing a Global Discipline
Basil van Horen, Michael Leaf, Sisira Kumara Pinnawala
2004· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
aboutno affunlabeled
Examining the Claims of Environmental ADR
John S. Andrew
2001· article· en· Journal of Planning Education and Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
Learning Expectations in Environmental Planning
Stacey Swearingen White, James M. Mayo
2004· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Planning beyond Mass Incarceration
Sheryl‐Ann Simpson, Justin Steil, Aditi Mehta
2020· article· en· Journal of Planning Education and Research· Health Professions
distilled prediction:candidate · noneconsensus · none
12
citations
affaboutunlabeled
Planning Supported Housing
Ryan Walker, Mark Seasons
2002· article· en· Journal of Planning Education and Research· Health Professions
distilled prediction:candidate · noneconsensus · none
11
citations
affaboutunlabeled
Active and Dormant Neighborhoods
Ranu Basu
2002· article· en· Journal of Planning Education and Research· Health Professions
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Public Finance in Planning Education and Practice
Mary M. Edwards
2007· article· en· Journal of Planning Education and Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Logistics and Urban Planning: A Review of Literature
Kamilah Charters-Gabanek, Nicolas Raimbault, Peter Hall
2024· review· en· Journal of Planning Education and Research· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
A Bus Home: Homelessness in U.S. Transit Environments
Jacob L. Wasserman, Anastasia Loukaitou‐Sideris, Hao Ding, Ryan Caro
2022· article· en· Journal of Planning Education and Research· Health Professions
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
ACSP Distinguished Educator, 1983
John Friedmann
2015· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About