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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.

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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 2 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

Temperate Forest Ecosystems

Shannon McCarragher, Lesley S. Rigg

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Migration: International

Valerie Preston, Brian Ray

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Anthropogeography

Linda Peake

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Permafrost: Definition and Extent

Wojciech Dobiński

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Permafrost: Definition and Extent

Wojciech Dobiński

2018· other· en· International Encyclopedia of Geography· Earth and Planetary Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Race and Racism

Audrey Kobayashi

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Postconflict Geographies

Jon D. Unruh

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Safe Space

Alison Mountz

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Soils of Cold and Permafrost‐Affected Landscapes

C. Tarnocai, James G. Bockheim

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

River Ice and Ice Jams

Étienne Boucher

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Voluntarism and the Voluntary Sector

Mark Skinner, Andrew Power

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Data Structure: Spatial Data on the Web

Stefan Steiniger, Andrew Hunter

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

distilled prediction:candidate · open_scienceconsensus · none

citations

affunlabeled

Race, Work, and Employment

Beverley Mullings

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Migration: International

Valerie Preston, Brian Ray

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Geographies of Exclusion

Roza Tchoukaleyska

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Venture Capital

Jun Zhang

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Coastal Erosion Processes and Landforms

Alan S. Trenhaile

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Human Geography

Audrey Kobayashi

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Containerization

Brian Slack

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Medical Tourism

Valorie A. Crooks

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

distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none

citations

affunlabeled

Soundscapes

Gavin J. Andrews

2017· other· en· International Encyclopedia of Geography· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Global Commodity/Value Chains

Deborah Leslie

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

distilled prediction:candidate · metaepi_narrowconsensus · none

citations

affunlabeled

Health and Development

Robert Huish

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

distilled prediction:candidate · noneconsensus · none

citations

affaboutunlabeled

Environment and Health

Susan J. Elliott

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Ecosystem Services

Jessica Dempsey

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Social Movements

Byron Miller

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Environmental Valuation

Emily Eaton

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Population Geography

K. Bruce Newbold

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Intermediaries

Sarah Zell

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Temperate forest ecosystems

Shannon McCarragher, Lesley S. Rigg

2020· other· en· International Encyclopedia of Geography· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Economic Geography

Trevor J. Barnes, Eric Sheppard

2024· other· en· International Encyclopedia of Geography· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Flexible Labor Markets

Tara Vinodrai

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Ground‐Based<scp>LiDAR</scp>

Ruisheng Wang

2017· other· en· International Encyclopedia of Geography· Physics and Astronomy

distilled prediction:candidate · metaepi_narrowconsensus · none

citations

affunlabeled

Snow Cover Changes

Ross Brown

2018· other· en· International Encyclopedia of Geography· Earth and Planetary Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

15‐Minute City

Ehab Diab, Michael T. Lu

2024· other· en· International Encyclopedia of Geography· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Social Constructionism

Szu‐yun Hsu, Tsung‐yi Michelle Huang

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Global Commodity/Value Chains

Deborah Leslie

2022· other· en· International Encyclopedia of Geography· Business, Management and Accounting

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Waste and Waste Management

Josh Lepawsky

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Paleoclimatology

Michael F. J. Pisaric

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

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Safe Haven

Alison Mountz

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Population Growth

K. Bruce Newbold

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Environmental (In)Security

Simon Dalby

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Sustainable Cities

Pierre Filion

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Glacier Mass Balance

J. Graham Cogley

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Modernization Theory

Sudarshana Bordoloi, Raju J Das

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Wetland Biogeography

Joe R. Melton

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

Representation: Dynamic Complex Systems

Derek T. Robinson, Daniel G. Brown

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Posturbanity

Kenji Tsutsumi

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Migrant Labor

Michelle Buckley

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

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Skill

Elliot Siemiatycki

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

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

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