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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.

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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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Journal of Marine Systems
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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.

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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.

84 results · 1 filter active ·
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20042025
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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.
84 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
On the processes linking climate to ecosystem changes
Kenneth F. Drinkwater, Grégory Beaugrand, Masahide Kaeriyama, Suam Kim, Geir Ottersen, R. Ian Perry +3 more
2009· article· en· Journal of Marine Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
284
citations
affno abstractunlabeled
The North Sea — A shelf sea in the Anthropocene
Kay‐Christian Emeis, Justus van Beusekom, Ulrich Callies, Ralf Ebinghaus, Andreas Kannen, Gerd Kraus +10 more
2014· article· en· Journal of Marine Systems· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
160
citations
affno abstractunlabeled
Skill assessment in ocean biological data assimilation
Watson W. Gregg, Marjorie A. M. Friedrichs, Allan R. Robinson, Kenneth A. Rose, Reiner Schlitzer, Keith R. Thompson +1 more
2008· article· en· Journal of Marine Systems· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
88
citations
affaboutno abstractunlabeled
Distribution patterns of Canadian Beaufort Shelf macrobenthos
Kathleen E. Conlan, Alec E. Aitken, Ed A. Hendrycks, Christine McClelland, Humfrey Melling
2007· article· en· Journal of Marine Systems· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
affno abstractunlabeled
Apparent phytoplankton bloom due to island mass effect
Daisuke Hasegawa, Hidekatsu Yamazaki, Takashi Ishimaru, Hideki Nagashima, Yoshio Koike
2007· article· en· Journal of Marine Systems· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
When will α-HCH disappear from the western Arctic Ocean?
Monika Pućko, Gary A. Stern, Robie W. Macdonald, David G. Barber, Bruno Rosenberg, Wojciech Walkusz
2011· article· en· Journal of Marine Systems· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
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