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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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Fish biology, ecology, and behavior
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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
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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.

912 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.
912 works in the cohort · of 4,299,418page 5 of 19

Labels cover 1 of 912 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 912 of 912 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
The neural dynamics of sensory focus
Stephen E. Clarke, André Longtin, Leonard Maler
2015· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
<i>Akawaio penak</i>, a new genus and species of <scp>N</scp>eotropical electric fish (<scp>G</scp>ymnotiformes, <scp>H</scp>ypopomidae) endemic to the upper <scp>M</scp>azaruni <scp>R</scp>iver in the <scp>G</scp>uiana <scp>S</scp>hield
Javier A. Maldonado‐Ocampo, Hernán López‐Fernández, Donald C. Taphorn, Calvin R. Bernard, William G. R. Crampton, Nathan R. Lovejoy
2013· article· en· Zoologica Scripta· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
26
citations
fundno affunlabeled
Miocene freshwater Mollusca from western Brazilian Amazonia
Frank P. Wesselingh, Alceu Ranzi, Matti Räsänen
2006· article· en· The Digital Academic Repository of Naturalis Biodiversity Center (Naturalis Biodiversity Center)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
25
citations
affunlabeled
The ICDP Lake Bosumtwi Drilling Project: A First Report
Christian Koeberl, John A. Peck, John W. King, B. Milkereit, Jonathan T. Overpeck, Christopher A. Scholz
2005· article· en· Scientific Drilling· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
24
citations
fundno affunlabeled
Hidden species diversity in an iconic living fossil vertebrate
Chase Doran Brownstein, Daemin Kim, Oliver D. Orr, Gabriela M. Hogue, Bryn H. Tracy, M. Worth Pugh +8 more
2022· article· en· Biology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
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How this was built: Screen · Findings · About