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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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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
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.

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 1 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.

affunlabeled
Plan Quality Evaluation 1994–2012
Ward Lyles, Mark R. Stevens
2014· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
214
citations
affaboutunlabeled
Food Justice Movements
Gerda R. Wekerle
2004· article· en· Journal of Planning Education and Research· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
209
citations
affunlabeled
Academics and Auditors
Matti Siemiatycki
2009· article· en· Journal of Planning Education and Research· Decision Sciences
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
New Urbanism as Sustainable Growth?
Ajay Garde
2004· article· en· Journal of Planning Education and Research· Engineering
distilled prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Land Use Planning for Climate Adaptation
Philip Berke, Mark R. Stevens
2016· article· en· Journal of Planning Education and Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
New Urbanism and Sprawl
Andrejs Skaburskis
2006· article· en· Journal of Planning Education and Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Design Empowerment
Maged Senbel, Sarah P. Church
2011· article· en· Journal of Planning Education and Research· Engineering
distilled prediction:candidate · noneconsensus · none
44
citations
aboutno affunlabeled
Beyond Labels
Tazim Jamal, Stanley M. Stein, Thomas L. Harper
2002· article· en· Journal of Planning Education and Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affunlabeled
Deliberative Planning and Decision Making
Tore Sager
2002· article· en· Journal of Planning Education and Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
The Role of the Planning Scholar
Matti Siemiatycki
2012· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
40
citations
afffundaboutunlabeled
Changing the Lens
Leonie Sandercock, Giovanni Attili
2014· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
39
citations
aboutno affunlabeled
Fronts and Backs
Paul Hess
2008· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Better Than Good: Three Dimensions of Plan Quality
David J. Connell, Lou-Anne Daoust-Filiatrault
2017· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Creativity and Innovation
Stanley M. Stein, Thomas L. Harper
2011· article· en· Journal of Planning Education and Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
32
citations
afffundaboutunlabeled
Community Service-Learning in Graduate Planning Education
Charles Z. Levkoe, Abigail Friendly, Amrita Danière
2018· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
23
citations
affunlabeled
Engaging Disability Theory in Planning Practice
Timothy Ross, Ron Buliung, Tanya Titchkosky, Paul Hess
2023· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
aboutno affunlabeled
Preparing Planners for a Globalizing World
Farokh Afshar
2001· article· en· Journal of Planning Education and Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Why Do Some Articles in Planning Journals Get Cited More than Others?
Mark R. Stevens, Keunhyun Park, Guang Tian, Keuntae Kim, Reid Ewing
2019· article· en· Journal of Planning Education and Research· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
21
citations
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