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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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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.

197 results · 1 filter active ·
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20082025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
197 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 197 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 197 of 197 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Restoration priorities to achieve the global protected area target
Bonnie Mappin, Aliénor L. M. Chauvenet, Vanessa M. Adams, Moreno Di Marco, Hawthorne L. Beyer, Oscar Venter +3 more
2019· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
82
citations
affunlabeled
A conservation roadmap for the subterranean biome
J. Judson Wynne, Francis G. Howarth, Stefano Mammola, Rodrigo Lopes Ferreira, Pedro Cardoso, Tiziana Di Lorenzo +50 more
2021· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
80
citations
affaboutunlabeled
Timing of Protection of Critical Habitat Matters
Tara G. Martin, Abbey E. Camaclang, Hugh P. Possingham, Lynn A. Maguire, Iadine Chadès
2016· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Aeroconservation for the Fragmented Skies
Christina M. Davy, Adam T. Ford, Kevin C. Fraser
2017· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
affunlabeled
Enabling transformative economic change in the post‐2020 biodiversity agenda
Esther Turnhout, Pamela McElwee, Mireille Chiroleu‐Assouline, Jennifer A. Clapp (University of Waterloo), Cindy Isenhour, Eszter Kelemen +5 more
2021· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affunlabeled
Multiple pathways to conservation success
Corey C. Phillis, Sacha M. O’Regan, Stephanie Green, Jeanette E.B. Bruce, Sean C. Anderson, Jennifer N. Linton +1 more
2012· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
afffundunlabeled
Salmon for terrestrial protected areas
Chris T. Darimont, Heather M. Bryan, Stephanie M. Carlson, Morgan D. Hocking, Misty MacDuffee, Paul C. Paquet +4 more
2010· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
49
citations
afffundunlabeled
Subsidizing extinction?
Jessica Dempsey, Tara G. Martin, U. Rashid Sumaila
2020· article· en· Conservation Letters· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
48
citations
affunlabeled
Shark fin trade bans and sustainable shark fisheries
Francesco Ferretti, David Jacoby, Mariah O. Pfleger, Timothy D. White, Felix Dent, Fiorenza Micheli +3 more
2020· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
affunlabeled
Safeguarding human–wildlife cooperation
Jessica E. M. van der Wal, Claire N. Spottiswoode, Natalie Uomini, Maurício Cantor, Fábio G. Daura‐Jorge, Anap I. Afan +37 more
2022· review· en· Conservation Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
Alternative pathways to sustainable seafood
Joshua S. Stoll, Megan Bailey, Malin Jonell
2019· article· en· Conservation Letters· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
43
citations

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