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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
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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
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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.

2,134 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.
2,134 works in the cohort · of 4,299,418page 3 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.

venueno affunlabeled
Human Dimensions of Coral Reef Social-Ecological Systems
John N. Kittinger, Elena M. Finkbeiner, Edward W. Glazier, Larry B. Crowder
2012· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
171
citations
affno abstractunlabeled
Global marine protected areas to prevent extinctions
Lindsay N. K. Davidson, Nicholas K. Dulvy
2017· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
169
citations
affunlabeled
Evolution of Coral Pigments Recreated
Juan A. Ugalde, Belinda S. W. Chang, Mikhail V. Matz
2004· article· en· Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
162
citations
affunlabeled
A General Business Model for Marine Reserves
Enric Sala, Christopher Costello, Dawn Dougherty, Geoffrey Heal, Kieran Kelleher, Jason Murray +2 more
2013· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
156
citations
affno abstractunlabeled
Social and ecological effectiveness of large marine protected areas
Natalie C. Ban, Tammy E. Davies, Stacy E. Aguilera, Cassandra M. Brooks, Michael Cox, Graham Epstein +3 more
2017· article· en· Global Environmental Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
151
citations
venueno affunlabeled
Integrating marine protected areas with catch regulation
Ray Hilborn, Fiorenza Micheli, Giulio A. De Leo
2006· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
150
citations
affunlabeled
Coral identity underpins architectural complexity on Caribbean reefs
Lorenzo Álvarez‐Filip, Nicholas K. Dulvy, Isabelle M. Côté, Andrew R. Watkinson, Jennifer A. Gill
2011· article· en· Ecological Applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
149
citations
affno abstractunlabeled
The marine fish food web is globally connected
Camille Albouy, Philippe Archambault, Ward Appeltans, Miguel B. Araújo, David Beauchesne, Kévin Cazelles +9 more
2019· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
147
citations

How this was built: Screen · Findings · About