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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.

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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Land Use and Ecosystem Services
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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.

2,207 results · 1 filter active ·
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20002025
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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.
2,207 works in the cohort · of 4,299,418page 5 of 45

Labels cover 3 of 2,207 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 2,207 of 2,207 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Land use change: complexity and comparisons
Ronald R. Rindfuss, Barbara Entwisle, Stephen J. Walsh, Li An, Nathan Badenoch, Daniel G. Brown +19 more
2008· article· en· Journal of Land Use Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
124
citations
affno abstractunlabeled
Towards a Threat Assessment Framework for Ecosystem Services
Martine Maron, Matthew G. E. Mitchell, Rebecca K. Runting, Jonathan R. Rhodes, Georgina M. Mace, David A. Keith +1 more
2017· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
122
citations
aboutno affunlabeled
Are Fragmentation and Sprawl Interlinked?
Eran Razin, Mark S. Rosentraub
2000· article· en· Urban Affairs Review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
122
citations
affunlabeled
Entropy in Urban Systems
Pedro Cabral, Gabriela Augusto, Mussie G. Tewolde, Yikalo H. Araya
2013· article· en· Entropy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
117
citations
afffundunlabeled
Future landscapes: managing within complexity
Lael Parrott, Wayne S. Meyer
2012· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
113
citations
afffundno abstractunlabeled
Modeling complex ecological systems: an introduction
Jianguo Wu, Danielle J. Marceau
2002· article· en· Ecological Modelling· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
111
citations
affno abstractunlabeled
Steps to the digital Silk Road
2018· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
109
citations

How this was built: Screen · Findings · About