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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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Sustainability and Ecological Systems Analysis
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Abstract
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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.

225 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
Language
Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
225 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 225 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 225 of 225 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
The Changing Metabolism of Cities
2007· article· en· Journal of Industrial Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,231
citations
affunlabeled
Energy and material flows of megacities
2015· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
460
citations
venueno affunlabeled
Zero-Sum World
2009· article· en· International Journal of Comparative Sociology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
373
citations
affno abstractunlabeled
Complementarity of Ecological Goal Functions
2001· article· en· Journal of Theoretical Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
257
citations
affunlabeled
Parallel ecological networks in ecosystems
2009· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
185
citations
affno abstractunlabeled
Mainstreaming Urban Metabolism
2012· article· en· Journal of Industrial Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
affunlabeled
Complexity in quantitative food webs
2009· article· en· Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
124
citations
affunlabeled
From Plant Traits to Vegetation Structure
2009· book· en· Cambridge University Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
96
citations
affno abstractunlabeled
State-Dependent Models and Behavior
2000· article· en· Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
74
citations
affno abstractunlabeled
Ecological Systems Theory
2014· book-chapter· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
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How this was built: Screen · Findings · About