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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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International Encyclopedia of Geography

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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.

159 results · 1 filter active ·

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20172025

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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.

159 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 159 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 159 of 159 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled

Anarchist Geography

Simon Springer

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Restructuring

Elliot Siemiatycki

2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Domestic Workers

Rachel Silvey

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Corporate Retailing

Shuguang Wang

2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Fuzzy Classification and Reasoning

Suzana Dragićević

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Maroon Geographies

Alex A. Moulton

2025· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Health Systems

Mark W. Rosenberg

2017· other· en· International Encyclopedia of Geography· Health Professions

distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none

citations

affunlabeled

Aid

Jamey Essex

2020· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Health Geography

Damian Collins, Joshua Evans

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Environmental Determinism

Tom Johnston

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Aid

Jamey Essex

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

New Structural Economics

Chris Meulbroek

2025· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Cultures of Work

Trevor J. Barnes

2017· other· en· International Encyclopedia of Geography· Business, Management and Accounting

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Rail Transport: Freight

Claude Comtois

2017· other· en· International Encyclopedia of Geography· Engineering

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Indigenous Health

Chantelle Richmond

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Autobiography

David Butz

2020· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Snow Cover Changes

Ross Brown

2017· other· en· International Encyclopedia of Geography· Earth and Planetary Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Climate Adaptation/Mitigation

Gordon McBean

2019· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Regional Finance

Sheila Dow

2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Mergers and Acquisitions

Milford B. Green

2017· other· en· International Encyclopedia of Geography· Business, Management and Accounting

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Creative Class

Deborah Leslie

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Food Trucks: A Geography

Alan Nash

2023· other· en· International Encyclopedia of Geography· Agricultural and Biological Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Unionism, Community

Steven Tufts

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Road Transport

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Antiracist Geography

Sharlene Mollett

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Urban Politics

Byron Miller

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Interoperability of Representations

Boyan Brodaric

2017· other· en· International Encyclopedia of Geography· Computer Science

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Dispersal, Diffusion, and Migration

David F. Greene, Melanie Mccavour

2017· other· en· International Encyclopedia of Geography· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Microtargeting

Nigel Waters

2020· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Transport Technology

Anthony Perl, Andrew R. Goetz

2017· other· en· International Encyclopedia of Geography· Engineering

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Remittances

Philip F. Kelly

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Vulnerability

Robert McLeman

2017· other· en· International Encyclopedia of Geography· Agricultural and Biological Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Legal Geography

Benjamin Forest

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Mental Health, Geography, and the Academy

Beverley Mullings, Kate Parizeau, Linda Peake

2021· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Free Trade Zone

Jun Zhang

2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Exploitation

Jim Glassman

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Medical Tourism

Valorie A. Crooks

2018· other· en· International Encyclopedia of Geography· Health Professions

distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Value Added

C. Michael Wernerheim

2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Ports

Peter Hall

2017· other· en· International Encyclopedia of Geography· Engineering

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Infrastructure and Everyday Life

Heather Chappells

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Desert Ecosystems

Taly Dawn Drezner

2017· other· en· International Encyclopedia of Geography· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Habitus

Tom Lusis

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Transport Policy

Andrew R. Goetz, Anthony Perl

2017· other· en· International Encyclopedia of Geography· Business, Management and Accounting

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Climate Change and Biogeography

David Goldblum, Christine Carrier

2017· other· en· International Encyclopedia of Geography· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Lake Ice

Étienne Boucher, Mickaël Lemay, Yves Bégin

2017· other· en· International Encyclopedia of Geography· Earth and Planetary Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Autobiography

David Butz

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Electoral Geographies

Benjamin Forest

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Climate Adaptation/Mitigation

Gordon McBean

2017· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Natural Resources and Human Conflict

Philippe Le Billon

2017· other· en· International Encyclopedia of Geography· Engineering

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Knowledge‐Intensive Business Services and Regional Development: Strategic Importance of

Richard Shearmur

2017· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

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