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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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Ocean Waves and Remote Sensing
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.

782 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.
782 works in the cohort · of 4,299,418page 5 of 16

Labels cover 2 of 782 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 782 of 782 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Radar imaging of intense nonlinear Ekman divergence
Guoqiang Liu, William Perrie, Vladimir Kudryavtsev, Yijun He, Hui Shen, Biao Zhang +1 more
2016· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Impact of Satellite Winds on Marine Wind Simulations
William Perrie, Weiqing Zhang, Mark A. Bourassa, Hui Shen, P.W. Vachon
2008· article· en· Weather and Forecasting· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
venueno affunlabeled
10.1016/0967-0653(95)99987-3
Sun Fu
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
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How this was built: Screen · Findings · About