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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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Capitalism Nature Socialism
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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
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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.

35 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.
35 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 35 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 35 of 35 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
Capitalist Natures in Five Orientations
Rosemary‐Claire Collard, Jessica Dempsey
2016· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
93
citations
affunlabeled
Ecofeminism at the Heart of Ecosocialism
Leigh Brownhill, Terisa E. Turner
2019· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
25
citations
affaboutunlabeled
Ecofeminism Against Capitalism and for the Commons
Terran Giacomini, Terisa E. Turner, Ana Isla, Leigh Brownhill
2018· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Ecosocialist Pedagogies: Introduction
Sutapa Chattopadhyay, Levi Gahman, Judith Watson
2019· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Revisiting the Frankfurt School
Ariel Salleh
2013· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
The Datafication of Environmental Injustice
Olivia Orosco, Megan Ybarra
2025· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Overcoming Hierarchy: A Theory Illustrated
Leigh Brownhill
2022· article· en· Capitalism Nature Socialism· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Women of the Furrow
2025· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Remembering Leo Panitch (1945–2020)
Stefan Kipfer
2021· article· en· Capitalism Nature Socialism· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About