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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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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.

affaffiliation
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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.

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 12 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Oceanography by ear
David R. Barclay
2022· article· en· The Journal of the Acoustical Society of America· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Seafloor measurements using synthetic aperture sonar
Anthony P. Lyons, Daniel C. Brown, Derek R. Olson, Shawn F. Johnson
2013· article· en· Proceedings of meetings on acoustics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
10.1016/0967-0653(95)90621-5
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Characterizing seasonal whale shark habitat in the western North Atlantic
Hunter Milles, Eric R. Hoffmayer, Martin C. Arostegui, Rafael de la Parra-Venegas, William B. Driggers, James S. Franks +8 more
2025· article· en· Marine Ecology Progress Series· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
3D inversion of AirMt AFMAG data
Alexander Gribenko, Michael S. Zhdanov, Jean M. Legault, Shengkai Zhao, Leif H. Cox, Glenn A. Wilson +1 more
2012· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Improving direction-sensing by multibeam sonar
Gerard Llort-Pujol, Kenneth G. Foote, Christophe Sintès
2013· article· en· The Journal of the Acoustical Society of America· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)82272-2
Jean‐Louis Mougin, Chr. Jouanin
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Pile driving and bioacoustic impacts on fish
Deborah C. McKee
2005· article· en· eScholarship (California Digital Library)· Earth and Planetary Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Mapping of surface-generated noise coherence
Najeem Shajahan, David R. Barclay, Ying-Tsong Lin
2022· article· en· Frontiers in Marine Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Wake acoustic measurements around a maneuvering ship
Mark V. Trevorrow, B. V. Vasiliev, Svein Vagle
2006· article· en· Canadian acoustics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations

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