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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
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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 1 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
Biodiversity policy beyond economic growth
Iago Otero, Katharine N. Farrell, Salvador Pueyo, Giorgos Kallis, Laura Kehoe, Helmut Haberl +15 more
2020· review· en· Conservation Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
278
citations
affunlabeled
Working landscapes need at least 20% native habitat
Lucas A. Garibaldi, Facundo J. Oddi, Fernando E. Miguez, Ígnasi Bartomeus, Michael C. Orr, Estéban G. Jobbágy +17 more
2020· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
274
citations
afffundunlabeled
Incorporating Land Tenure Security into Conservation
Brian E. Robinson, Yuta J. Masuda, Allison C. Kelly, Margaret B. Holland, Charles Bedford, Malcolm D. Childress +10 more
2017· article· en· Conservation Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
207
citations
affunlabeled
Are we eating the world's megafauna to extinction?
William J. Ripple, Christopher Wolf, Thomas M. Newsome, Matthew G. Betts, Gerardo Ceballos, Franck Courchamp +4 more
2019· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
196
citations
affunlabeled
Mapping global human dependence on marine ecosystems
Elizabeth R. Selig, David Hole, Edward H. Allison, Katie K. Arkema, Madeleine McKinnon, Jingjie Chu +12 more
2018· article· en· Conservation Letters· Social Sciences
distilled prediction:candidate · noneconsensus · none
195
citations
affunlabeled
New policy directions for global pond conservation
Matthew J. Hill, Christopher Hassall, Beat Oertli, Lenore Fahrig, Belinda J. Robson, Jeremy Biggs +5 more
2018· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
188
citations
affunlabeled
Effects of logging on fire regimes in moist forests
David B. Lindenmayer, Malcolm L. Hunter, Philip J. Burton, Philip Gibbons
2009· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
113
citations
affunlabeled
Rapid ecosystem change and polar bear conservation
Andrew E. Derocher, Jon Aars, Steven C. Amstrup, Amy Cutting, Péter K. Molnár, Martyn E. Obbard +5 more
2013· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
105
citations
affunlabeled
A global map of human pressures on tropical coral reefs
Marco Andrello, Emily S. Darling, Amelia Wenger, Andrés Felipe Suárez‐Castro, Sharla Gelfand, Gabby N. Ahmadia
2021· article· en· Conservation Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
101
citations

How this was built: Screen · Findings · About