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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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Progress in Human 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.

171 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.
171 works in the cohort · of 4,299,418page 2 of 4

Labels cover 1 of 171 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 171 of 171 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Henri Lefebvre
Stefan Kipfer, Parastou Saberi, Thorben Wieditz
2012· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
89
citations
affunlabeled
Human geography without hierarchy
Simon Springer
2013· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
88
citations
affunlabeled
The role of geography in public debate
Alexander B. Murphy, Harm J. de Blij, B. L. Turner, Rüth Wilson Gilmore, Derek Gregory
2005· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
82
citations
affno abstractunlabeled
Remember property?
Nicholas Blomley
2005· article· en· Progress in Human Geography· Arts and Humanities
machine prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
The spaces of critical geography
Nicholas Blomley
2007· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Cartography III
Sébastien Caquard
2014· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
80
citations
affunlabeled
The gendered production of infrastructure
Matti Siemiatycki, Theresa Enright, Mariana Valverde
2019· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
77
citations
fundno affunlabeled
Geographies of the illicit
Tim Hall
2012· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Geographies of food: ‘Afters’
Ian Cook, Kersty Hobson, Lucius F. Hallett, Julie Guthman, Andrew Murphy, Alison Hulme +20 more
2010· article· en· Progress in Human Geography· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
64
citations
afffundunlabeled
Infrastructural nature
Sara Nelson, Patrick Bigger
2021· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Cartography II
Sébastien Caquard
2013· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
63
citations
affunlabeled
Geographies of identity I
Lawrence D. Berg
2011· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Digital methods III: The digital mundane
Agnieszka Leszczynski
2019· article· en· Progress in Human Geography· Computer Science
machine prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Health geography I
Mark W. Rosenberg
2013· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Reimagining geographies of public finance
Martine August, Dan Cohen, Martin Danyluk, Amanda Kass, CS Ponder, Emily Rosenman
2021· article· en· Progress in Human Geography· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
60
citations
affunlabeled
Restructuring legal geography
Reecia Orzeck, Laam Hae
2019· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
59
citations
afffundunlabeled
Health geography III
Mark W. Rosenberg
2016· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
58
citations
affunlabeled
Geographic information science II
Stéphane Roche
2015· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
57
citations
affunlabeled
Political geography I: Agency
Merje Kuus
2017· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Transnational bureaucracies
Merje Kuus
2014· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Geography, pedagogy and politics
Noel Castree, Duncan Fuller, Andrew Kent, Audrey Kobayashi, Christopher D. Merrett, Laura Pulido +1 more
2008· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Closing camps
Yolanda Weima, Claudio Minca
2021· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
43
citations
affunlabeled
From post-game to play-by-play
Gavin J. Andrews
2016· article· en· Progress in Human Geography· Psychology
machine prediction:candidate · noneconsensus · none
42
citations
afffundunlabeled
Health geography II
Mark W. Rosenberg
2015· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Nuclear landscapes
Laura Pitkanen, Matthew Farish
2017· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Development geography
Rachel Silvey, Katharine N. Rankin
2010· article· en· Progress in Human Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
37
citations
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