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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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Coral and Marine Ecosystems Studies
Retraction
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,134 results · 1 filter active ·
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20002025
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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.
2,134 works in the cohort · of 4,299,418page 2 of 43

Labels cover 5 of 2,134 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 2,134 of 2,134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Remote sensing of coral reefs and their physical environment
Peter J. Mumby, William Skirving, A. E. Strong, John T. Hardy, E. LeDrew, Eric J. Hochberg +2 more
2003· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
313
citations
affaboutunlabeled
Human dimensions of Marine Protected Areas
Anthony Charles, Lisette Wilson
2008· article· en· ICES Journal of Marine Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
312
citations
afffundunlabeled
Deep cold‐water corals as nurseries for fish larvae
Sandrine Baillon, Jean‐François Hamel, Vonda E. Wareham, Annie Mercier
2012· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
301
citations
affno abstractunlabeled
Extinctions in ancient and modern seas
Paul G. Harnik, Heike K. Lotze, Sean C. Anderson, Zoe V. Finkel, Seth Finnegan, David R. Lindberg +8 more
2012· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
298
citations
affno abstractunlabeled
Recent Region-wide Declines in Caribbean Reef Fish Abundance
Michelle J. Paddack, John D. Reynolds, Consuelo Aguilar, Richard S. Appeldoorn, Jim Beets, Edward W. Burkett +28 more
2009· review· en· Current Biology· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
289
citations
affunlabeled
Gravity of human impacts mediates coral reef conservation gains
Joshua E. Cinner, Eva Maire, Cindy Huchery, M. Aaron MacNeil, Nicholas A. J. Graham, Camilo Mora +31 more
2018· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
283
citations
afffundunlabeled
Ending hide and seek at sea
Douglas J. McCauley, Paul Woods, Brian J. Sullivan, Bjorn Bergman, Caroline Jablonicky, Aaron Roan +3 more
2016· article· en· Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
226
citations
affunlabeled
Advancing Social Equity in and Through Marine Conservation
Nathan Bennett, Laure Katz, Whitney Yadao-Evans, Gabby N. Ahmadia, Scott Atkinson, Natalie C. Ban +15 more
2021· article· en· Frontiers in Marine Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
223
citations
affunlabeled
Ignore fishers’ knowledge and miss the boat
Milton M. R. Freeman, Richard Hamilton
2000· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
216
citations
affunlabeled
Intrinsic vulnerability in the global fish catch
Wwl Cheung, Reg Watson, Telmo Morato, T. J. Pitcher, Daniel Pauly
2007· article· en· Marine Ecology Progress Series· Environmental Science
distilled prediction:candidate · noneconsensus · none
216
citations
affunlabeled
Opportunity for marine fisheries reform in China
Ling Cao, Yong Chen, Shuanglin Dong, Arthur J. Hanson, Bo Huang, Duncan Leadbitter +12 more
2017· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
207
citations
affno abstractunlabeled
Water quality mediates resilience on the Great Barrier Reef
M. Aaron MacNeil, Camille Mellin, Samuel A. Matthews, Nicholas H. Wolff, Tim R. McClanahan, Michelle Devlin +3 more
2019· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
203
citations

How this was built: Screen · Findings · About