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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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Coastal and Marine Dynamics
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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
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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.

1,134 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.
1,134 works in the cohort · of 4,299,418page 8 of 23

Labels cover 0 of 1,134 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 1,134 of 1,134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Observations of wave shear stress on a steep beach
G. Wilson, Alex E. Hay, A. J. Bowen
2014· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Rift Sedimentation
Gail M. Ashley, Robin W. Renaut
2002· book-chapter· en· SEPM (Society for Sedimentary Geology) eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Coastal Changes, Rapid
David B. Scott
2018· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
7
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91474-i
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Wave-Dominated Coasts
Robin Davidson‐Arnott
2011· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Observations of Long Waves on a Uniform Slope
T. T. Janssen, J. William Kamphuis, Ap van Dongeren, J.A. Battjes
2001· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
afffundunlabeled
Seiche modes in multi‐armed lakes
Samuel Brenner, B. Laval
2018· article· en· Limnology and Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Climate and Coast: Overview and Introduction
Hans von Storch, Katja Fennel, Jürgen Jensen, Kristy A. Lewis, Beate Ratter, Torsten Schlurmann +2 more
2021· reference-entry· en· Oxford Research Encyclopedia of Climate Science· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91486-2
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations

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