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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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Urban Planning and Governance
Retraction
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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.

1,005 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.
1,005 works in the cohort · of 4,299,418page 5 of 21

Labels cover 0 of 1,005 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 1,005 of 1,005 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Case Studies of Planners at Work
Raphaël Fischler
2000· article· en· Journal of Planning Literature· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
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
aboutno affunlabeled
Beyond Gated Communities
2015· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
afffundunlabeled
Articulating conjunctural analysis
Jamie Peck
2024· article· en· Dialogues in Human Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affaboutunlabeled
Governance in an emerging suburban world
Pierre Hamel, Roger Keil
2016· article· en· Cadernos Metrópole· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
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
Dialogues in urban and regional planning
Bruce Stiftel, Vanessa Watson, Henri Acselrad, Thomas L. Harper, Anthony G.O. Yeh, Heloísa Soares de Moura Costa +1 more
2005· book· en· Routledge eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Analyzing Planning and Design Discourses
Sandeep Kumar, Varkki Pallathucheril
2004· article· en· Environment and Planning B Planning and Design· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
17
citations
aboutno affunlabeled
Changing Neighbourhoods
2020· book· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
aboutno affunlabeled
Condo Conquest
Randy K. Lippert
2019· book· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affaboutunlabeled
Place‐framing against automobility in Montreal
Sophie L. Van Neste, Deborah G. Martin
2017· article· en· Transactions of the Institute of British Geographers· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Global city Sydney
Ronald K. Vogel, Roberta Ryan, Alex Lawrie, Bligh Grant, Samuel Meng, Peter Walsh +2 more
2018· article· en· Progress in Planning· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
Complete Community
Jill L. Grant
2023· article· en· Journal of the American Planning Association· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
What Makes a Great City
Alexander Garvin
2016· book· en· Island Press/Center for Resource Economics eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
afffundno abstractunlabeled
What Is Informal Participation?
Laurence Bhérer, Pascale Dufour, Françoise Montambeault
2023· article· en· International Journal of Politics Culture and Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
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