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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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Isotope Analysis in Ecology
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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.

2,672 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.
2,672 works in the cohort · of 4,299,418page 3 of 54

Labels cover 1 of 2,672 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 2,672 of 2,672 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
The Necessity of Multitrophic Approaches in Community Ecology
Sebastian Seibold, Marc W. Cadotte, J. Scott MacIvor, Simon Thorn, Jörg Müller
2018· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
165
citations
affunlabeled
Cross-ecosystem carbon flows connecting ecosystems worldwide
Isabelle Gounand, Chelsea J. Little, Éric Harvey, Florian Altermatt
2018· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
158
citations
affunlabeled
Global variability in seawater Mg:Ca and Sr:Ca ratios in the modern ocean
Mario Lebrato, Dieter Garbe‐Schönberg, Marius Müller, Sonia Blanco‐Ameijeiras, Richard A. Feely, Laura Lorenzoni +38 more
2020· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
149
citations
affunlabeled
Producer Nutritional Quality Controls Ecosystem Trophic Structure
Just Cebrián, Jonathan B. Shurin, Elizabeth T. Borer, Bradley J. Cardinale, Jacqueline T. Ngai, Melinda D. Smith +1 more
2009· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
141
citations
affno abstractunlabeled
The use of δ15N in assessing sewage stress on coral reefs
Michael J. Risk, Brian E. Lapointe, Owen A. Sherwood, Bradley J. Bedford
2009· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
139
citations

How this was built: Screen · Findings · About