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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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Ichthyology and Marine 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
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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.

1,580 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.
1,580 works in the cohort · of 4,299,418page 3 of 32

Labels cover 4 of 1,580 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 1,580 of 1,580 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Mammal-like muscles power swimming in a cold-water shark
Diego Bernal, Jeanine M. Donley, Robert E. Shadwick, Douglas A. Syme
2005· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
98
citations
affunlabeled
Future Research Directions on the “Elusive” White Shark
Charlie Huveneers, Kirin Apps, Edgar E. Becerril‐García, Barry D. Bruce, Paul A. Butcher, Aaron B. Carlisle +39 more
2018· article· en· Frontiers in Marine Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
90
citations
affunlabeled
Diving into the vertical dimension of elasmobranch movement ecology
Samantha Andrzejaczek, Tim Lucas, Maurice C. Goodman, Nigel E. Hussey, Amelia J. Armstrong, Aaron B. Carlisle +165 more
2022· article· en· Science Advances· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
affunlabeled
Widespread diversity deficits of coral reef sharks and rays
Colin A. Simpfendorfer, Michael R. Heithaus, Michelle R. Heupel, M. Aaron MacNeil, Mark G. Meekan, Euan S. Harvey +147 more
2023· article· en· Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Conservation successes and challenges for wide-ranging sharks and rays
Nathan Pacoureau, John K. Carlson, Holly K. Kindsvater, Cassandra L. Rigby, Henning Winker, Colin A. Simpfendorfer +11 more
2023· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
77
citations
afffundno abstractunlabeled
Expanded trophic complexity among large sharks
Nigel E. Hussey, M. Aaron MacNeil, Margaret C. Siple, Brian N. Popp, Sheldon F. Dudley, Aaron T. Fisk
2015· article· en· Food Webs· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
76
citations
afffundunlabeled
Trends in the exploitation of South Atlantic shark populations
Rodrigo Barreto, Francesco Ferretti, Joanna Mills Flemming, Alberto Ferreira de Amorim, Humber Agrelli Andrade, Boris Worm +1 more
2015· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
In hot soup: sharks captured in Ecuador's waters
Jennifer Jacquet, Juan José Alava, Ganapathiraju Pramod, Scott Henderson, Dirk Zeller
2008· article· en· Environmental Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations

How this was built: Screen · Findings · About