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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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Amphibian and Reptile Biology
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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.

2,227 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.
2,227 works in the cohort · of 4,299,418page 2 of 45

Labels cover 2 of 2,227 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 2,227 of 2,227 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Eating Frogs to Extinction
Ian G. Warkentin, David Bickford, Navjot S. Sodhi, Corey J. A. Bradshaw
2009· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
116
citations
affno abstractunlabeled
Multistage density dependence in an amphibian
Res Altwegg
2003· article· en· Oecologia· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
114
citations
fundvenueno affunlabeled
Landscape resistance to frog movements
Marc J. Mazerolle, André Desrochers
2005· article· en· Canadian Journal of Zoology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
113
citations
fundno affunlabeled
Conservation Genetics and Genomics of Amphibians and Reptiles
H. Bradley Shaffer, Müge Gidiş, Evan McCartney‐Melstad, Kevin M. Neal, Hilton M. Oyamaguchi, Marisa Tellez +1 more
2015· review· en· Annual Review of Animal Biosciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
93
citations
affno abstractunlabeled
Eocene lizard from Germany reveals amphisbaenian origins
Johannes Müller, Christy A. Hipsley, Jason J. Head, Nikolay Kardjilov, André Hilger, Michael Wuttke +1 more
2011· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
92
citations

How this was built: Screen · Findings · About