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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Geography Compass

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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.

134 results · 1 filter active ·

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20072025

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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.

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

Labels cover 0 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled

The Urban Project and Its Impact on Sense of Place: Methodological Propositions

Sandra Breux, Mario Bédard

2013· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Palestinian Water I: Resources, Allocation and Perception

Marwan A. Hassan, Graham McIntyre, Brian Klinkenberg, Abed Al‐Rahman Tamimi, Richard K. Paisely, Mousa Diabat +1 more

2010· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

The past, present, and future of underwater spaces: From tourist experiences to the possibility of habitation

Phillip Vannini

2024· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Problematizing urban microtoponyms

Sergei Basik

2023· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Palestinian Water II: Climate Change and Land Use

Marwan A. Hassan, Khaled Shahin, Brian Klinkenberg, Graham McIntyre, Mousa Diabat, Abed Al‐Rahman Tamimi +1 more

2010· article· en· Geography Compass· Engineering

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Teaching and Learning Guide for: Places of Work, Scales of Organising: A Review of Labour Geography

David Christoffer Lier

2009· review· en· Geography Compass· Social Sciences

distilled prediction:candidate · metaepi_narrowconsensus · none

citations

affunlabeled

World Cities and Union Renewal

Steven Tufts

2007· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Evaluating Human Exposure to Fine Particulate Matter Part I: Measurements

Gail Millar, Tyler Abel, J.M. Allen, Prabjit Barn, Melanie Noullett, John Spagnol +1 more

2010· article· en· Geography Compass· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Bios and arrows: On time in health geographies

Gavin J. Andrews

2021· article· en· Geography Compass· Health Professions

distilled prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Teaching and Learning Guide for: Gentrification: What It Is, Why It Is, and What Can Be Done About It

Kate Shaw

2010· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · sts+scholarly_communicationconsensus · none

citations

afffundunlabeled

Big Data (R)evolution in Geography: Complexity Modelling in the Last Two Decades

Liliana Pérez, Raja Sengupta

2024· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

fundno affunlabeled

Geographies of Production: The Institutional Foundations of a Design‐Intensive Manufacturing Strategy

Carolyn J. Hatch

2014· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

affaboutunlabeled

Teaching and Learning Guide for: Environmental Economic Geography

Roger Hayter

2009· article· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrowconsensus · none

citations

affunlabeled

Addressing the need for more nuanced approaches towards transit‐induced gentrification: A case for a complex systems thinking framework

Emma McDougall, Kaitlin Webber, Samuel Petrie

2023· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · stsconsensus · none

citations

afffundaboutunlabeled

The role of university‐industry research centers in embedding foreign subsidiaries: Insights from automotive research and development in Ontario

Elena Goracinova

2019· article· en· Geography Compass· Business, Management and Accounting

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Positive Futures for Urban Agriculture in Asia? A Review

Melody Lynch, Sarah Turner

2025· review· en· Geography Compass· Agricultural and Biological Sciences

distilled prediction:candidate · noneconsensus · none

citations

affunlabeled

Pieces of an Inter‐Disciplinary Puzzle: Connecting Environmental Impact Assessment and Environmental Disaster Studies

Peter R. Mulvihill

2024· article· en· Geography Compass· Environmental Science

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none

citations

affunlabeled

An Overview of Terra Mission Results Related to the Carbon Cycle

Marc L. Imhoff, Robert E. Wolfe, David J. Diner, Mark Chopping, Ralph A. Kahn, V. V. Salomonson +9 more

2009· article· en· Geography Compass· Environmental Science

distilled prediction:candidate · noneconsensus · none

citations

fundno affunlabeled

Issue Information

2019· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2019· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2019· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Religeopolitics and the Affective Spatialities of Faith: Rethinking Religion in Geopolitical Analysis

Tanner Morrison

2025· article· en· Geography Compass· Social Sciences

distilled prediction:candidate · noneconsensus · none

citations

fundno affunlabeled

Issue Information

2018· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2013· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2018· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2017· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2019· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2016· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2016· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2017· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2016· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2019· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2018· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

fundno affunlabeled

Issue Information

2019· paratext· en· Geography Compass· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

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