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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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Underwater Acoustics Research
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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.

1,653 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.
1,653 works in the cohort · of 4,299,418page 18 of 34

Labels cover 2 of 1,653 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 1,653 of 1,653 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
A programmable sonar signal processor
C. Carter, S. Haykin, H.C. Chan
2005· article· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Ocean acoustic tomography in the Beaufort Gyre
Heriberto J. Vázquez, Bruce D. Cornuelle, Peter F. Worcester, Matthew A. Dzieciuch
2022· article· en· The Journal of the Acoustical Society of America· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Broadband source localization using matched correlation processing
Gordon R. Ebbeson, Marie-Noël R. Matthews, Garry J. Heard, Francine Desharnais, David J. Thomson
2005· article· en· The Journal of the Acoustical Society of America· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Can we be confident about ship noise measurements?
Cécile Perrier de la Bathie, Pierre Cauchy, Guillaume St‐Onge, Pierre Mercure-Boissonnault, Sylvain Lafrance
2024· article· en· NOISE-CON proceedings· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
vm118_0503c -- Video mosaic segments
Steven S. Intelmann
2007· article· en· downloadable data· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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