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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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Marine Ecology and Invasive Species
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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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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.

899 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.
899 works in the cohort · of 4,299,418page 1 of 18

Labels cover 0 of 899 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 899 of 899 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Invasive Lionfish Drive Atlantic Coral Reef Fish Declines
Stephanie Green, John L. Akins, Aleksandra Maljković, Isabelle M. Côté
2012· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
430
citations
venueno affunlabeled
The Baltica sea of invaders
Erkki Leppäkoski, Stephan Gollasch, Piotr Gruszka, Henn Ojaveer, Sergej Olenin, Vadim E. Panov
2002· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
276
citations
fundno affunlabeled
Multigene Phylogeny of Choanozoa and the Origin of Animals
Kamran Shalchian‐Tabrizi, Marianne A. Minge, Russell J. S. Orr, Torgeir A. Ruden, Kjetill S. Jakobsen, Thomas Cavalier‐Smith
2008· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
272
citations
afffundunlabeled
Urochordates Are Monophyletic Within the Deuterostomes
Billie J. Swalla, Chris B. Cameron, Laura S. Corley, James R. Garey
2000· review· en· Systematic Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
247
citations
affunlabeled
Additional molecular support for the new chordate phylogeny
Frédéric Delsuc, Georgia Tsagkogeorga, Nicolas Lartillot, Hervé Philippe
2008· article· en· genesis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
232
citations
affunlabeled
The Control of Biological Invasions in the World's Oceans
Nicholas J. Bax, James T. Carlton, Amy Mathews-Amos, Richard L. Haedrich, Francis G. Howarth, J. E. Purcell +2 more
2001· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
215
citations
affno abstractunlabeled
Environmental Effects of Marine Transportation
Tony R. ‎Walker, Olubukola Adebambo, Monica C. Del Aguila Feijoo, Elias Elhaimer, Tahazzud Hossain, Stuart Johnston Edwards +5 more
2018· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
206
citations
fundno affunlabeled
Cryptic speciation in a model invertebrate chordate
Luigi Caputi, Nikos Andreakis, Francesco Mastrototaro, Paola Cirino, Mauro Vassillo, Paolo Sordino
2007· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
203
citations
afffundno abstractunlabeled
Ascidians as models for studying invasion success
Aibin Zhan, Elizabeta Briski, Dan G. Bock, Sara Ghabooli, Hugh J. MacIsaac
2015· article· en· Marine Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
198
citations

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