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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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Marine and coastal ecosystems
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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.

3,624 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.
3,624 works in the cohort · of 4,299,418page 2 of 73

Labels cover 2 of 3,624 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 3,624 of 3,624 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
UV Effects in Aquatic Organisms and Ecosystems
Ann R. Webb, Patrick J. Neale, David J. Kieber, Robert G. Wetzel, Mario Blumthaler, Bruce R. Hargreaves +23 more
2003· book· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
421
citations
affunlabeled
Biogeochemical Controls on Coastal Hypoxia
Katja Fennel, Jeremy M. Testa
2018· review· en· Annual Review of Marine Science· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
417
citations
afffundunlabeled
The biogeography of marine plankton traits
Andrew D. Barton, Andrew J. Pershing, Elena Litchman, Nicholas R. Record, Kyle F. Edwards, Zoe V. Finkel +2 more
2013· review· en· Ecology Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
358
citations
affunlabeled
Optical types of inland and coastal waters
Evangelos Spyrakos, Ruth O’Donnell, Peter Hunter, Claire A. Miller, Marian Scott, Stefan Simis +19 more
2017· article· en· Limnology and Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
309
citations
affunlabeled
Volcanic ash fuels anomalous plankton bloom in subarctic northeast Pacific
Roberta C. Hamme, P. W. Webley, William R. Crawford, Frank A. Whitney, Michael D. DeGrandpre, Steven Emerson +10 more
2010· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
303
citations
affunlabeled
Phytoplankton Pigments
2011· book· en· Cambridge University Press eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
299
citations
afffundunlabeled
CO<sub>2</sub> sensitivity of Southern Ocean phytoplankton
Philippe D. Tortell, Christopher D. Payne, Yingyu Li, Scarlett Trimborn, Björn Rost, Walker O Smith +4 more
2008· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
297
citations
venueno affunlabeled
10.1016/0967-0653(93)94163-s
Kevin E. Trenberth
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
286
citations
afffundunlabeled
Picophytoplankton biomass distribution in the global ocean
Erik T. Buitenhuis, W. K. W. Li, Daniel Vaulot, Michael W. Lomas, Michael R. Landry, Frédéric Partensky +9 more
2012· article· en· Earth system science data· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
271
citations
affunlabeled
Freshwater autotrophic picoplankton: a review
Cristiana Callieri, John G. Stockner
2002· review· es· Journal of Limnology· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
270
citations
affunlabeled
Effects of sea surface warming on marine plankton
Aleksandra M. Lewandowska, Daniel G. Boyce, Matthias Hofmann, Birte Matthiessen, Ulrich Sommer, Boris Worm
2014· letter· en· Ecology Letters· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
270
citations
afffundno abstractunlabeled
Reburial of fossil organic carbon in marine sediments
Angela F. Dickens, Yves Gélinas, Caroline A. Masiello, Stuart G. Wakeham, John I. Hedges
2004· article· en· Nature· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
270
citations
affunlabeled
Developing standards for dissolved iron in seawater
Kenneth S. Johnson, Virginia A. Elrod, Steve E. Fitzwater, Joshua N. Plant, Edward A. Boyle, Bridget A. Bergquist +29 more
2007· article· en· Eos· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
261
citations

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