Cohort builder

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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Urbanization and City Planning

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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.

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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.

1,016 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.

1,016 works in the cohort · of 4,299,418page 11 of 21

Labels cover 0 of 1,016 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 1,016 of 1,016 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled

APPRECIATIVE INQUIRY, A LIGHTHOUSE ON A FOGGY PATH

Sarah O’Flanagan, Siobhán Corrigan

2019· article· en· AI Practitioner· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affunlabeled

Long-Term Changes in the Spatial Pattern of Quality of Life in Hungary Since the Beginning of the Twentieth Century

János Pénzes, Zsolt Szilágyi

2025· article· en· Hungarian Studies Review· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Streetnotes 20 Front Matter

David Michalski, Claudia Brazzale

2012· article· en· Streetnotes· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

venueno affno abstractunlabeled

Tracing the Spatial Dynamics of Upper Social Classes in Greater Cairo: A Century's Perspective

Wessam Ahmed, Ahmed Yousry, Marwa Sebawy

2024· article· en· International Journal of Sustainable Development and Planning· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

T-Factor. WP2 Dataset: Advanced Case Study Interviews for Dortmunder U and Union Quarter

Alejandra Castro, Eva Wascher, Nicole Panitz

2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences

distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Gentrification and Place Identity Change in Gheorgheni, City of Cluj-Napoca

Bogdan Nicolae Păcurar, Sabin Alexandru NICULA, Marcel Popa

2020· article· en· Studia Universitatis Babeș-Bolyai Geographia· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

The nature of urban sociology

Roger Keil

2019· article· fi· Yhdyskuntasuunnittelu· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Tourism use of old neighborhoods: Between economic, cultural and urban planning challenges

François Bédard

2018· article· en· Articulo – revue de sciences humaines· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

The Political Economy of Pollution Remediation on Public Lands

M. Martin Boyer, Nicolas Legendre

2025· preprint· SSRN Electronic Journal· Social Sciences

distilled prediction:candidate · sts+research_integrityconsensus · none

citations

aboutno affunlabeled

Population decline in Lithuania

Rūta Ubarevičienė, Maarten van Ham

2018· article· en· Architecture and the Built Environment· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

ARCHITECTURAL FEATURES OF RESIDENTIAL DEVELOPMENT OF THE FIRST POST-WAR DECADE IN BELGOROD

L. Kachemceva, Ekaterina Leonidova

2023· article· en· Bulletin of Belgorod State Technological University named after V G Shukhov· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

venueno affunlabeled

On the Problem of the Influence of Soviet Demographic Policy on the Urban Population of Bashkortostan in 1930s-1950s

Svetlana Shalagina, Ramil Saphievich Istamgalin, Inna Petrovna Lobankova, Elvira Ramalievna Iseeva, T.P. Kotova

2015· article· en· Asian Social Science· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Halifax: An Old City With A Brand New Future

Carrick Limited

2016· article· en· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled