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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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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.

597 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.
597 works in the cohort · of 4,299,418page 3 of 12

Labels cover 0 of 597 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 597 of 597 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Oil palm plantations fail to support mammal diversity
Sam Yue, Jedediah F. Brodie, Elise F. Zipkin, Henry Bernard
2015· article· en· Ecological Applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
110
citations
aboutno affunlabeled
Inland waters and their role in the carbon cycle of Alaska
S. M. Stackpoole, David Butman, David W. Clow, Kristine L. Verdin, Benjamin V. Gaglioti, Hélène Genet +1 more
2017· article· en· Ecological Applications· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
106
citations
affaboutunlabeled
Forest Carbon Sinks in the Northern Hemisphere
Christine L. Goodale, Michael J. Apps, Richard A. Birdsey, Christopher B. Field, Linda S. Heath, R. A. Houghton +7 more
2002· article· en· Ecological Applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
affaboutunlabeled
THE EVOLUTION OF ARCTIC MARINE MAMMALS
C. R. Harington
2008· article· en· Ecological Applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
82
citations
affunlabeled
Portfolio conservation of metapopulations under climate change
Sean C. Anderson, Jonathan W. Moore, Michelle M. McClure, Nicholas K. Dulvy, Andrew B. Cooper
2014· article· en· Ecological Applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations
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How this was built: Screen · Findings · About