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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.

affaffiliation
fundfunder
venuejournal
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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 4 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.

affno abstractunlabeled
Applying Isotopic Methods to Tracking Animal Movements
Keith A. Hobson
2008· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
134
citations
affunlabeled
Phytoplankton niches estimated from field data
Andrew J. Irwin, Andrew M. Nelles, Zoe V. Finkel
2012· article· en· Limnology and Oceanography· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
133
citations
afffundunlabeled
Stable Isotope Variability in Tissues of Temperate Stream Fishes
Timothy D. Jardine, Michelle A. Gray, Sherisse M. McWilliam, Richard A. Cunjak
2005· article· en· Transactions of the American Fisheries Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
130
citations
afffundunlabeled
Seabird-driven shifts in Arctic pond ecosystems
Neal Michelutti, Bronwyn E. Keatley, Samantha Brimble, Jules M. Blais, Huijun Liu, Marianne S. V. Douglas +3 more
2008· article· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
129
citations
venueno affunlabeled
Using bioenergetics models to predict stable isotope ratios in fishes
Chris J. Harvey, Paul C. Hanson, Timothy E. Essington, Paul B. Brown, James F. Kitchell
2002· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
128
citations
affunlabeled
Deciphering Biosignatures in Planetary Contexts
Marjorie A. Chan, Nancy W. Hinman, Sally L. Potter‐McIntyre, Keith E. Schubert, Richard J. Gillams, Stanley M. Awramik +15 more
2019· article· en· Astrobiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
123
citations
affno abstractunlabeled
Analytical error in stable isotope ecology
Timothy D. Jardine, Richard A. Cunjak
2005· article· en· Oecologia· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
114
citations

How this was built: Screen · Findings · About