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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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Earth Surface Processes and Landforms
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

396 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.
396 works in the cohort · of 4,299,418page 5 of 8

Labels cover 0 of 396 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 396 of 396 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Assessing aeolian beach‐surface dynamics using a remote sensing approach
Irene Delgado‐Fernández, Robin Davidson‐Arnott, Bernard O. Bauer, Ian J. Walker, Jeff Ollerhead, Hosahng Rhew
2012· article· en· Earth Surface Processes and Landforms· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
affunlabeled
Field observations of nearshore bar formation
Troels Aagaard, Aart Kroon, Michael G. Hughes, Brian Greenwood
2007· article· en· Earth Surface Processes and Landforms· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Experimental study of rill bank collapse
Jovan R. Stefanovic, Rorke B. Bryan
2006· article· en· Earth Surface Processes and Landforms· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Does variable channel morphology lead to dynamic salmon habitat?
David A. Reid, Marwan A. Hassan, Stephen Bird, Robin Pike, Peter Tschaplinski
2019· article· en· Earth Surface Processes and Landforms· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
afffundunlabeled
Biases of submerged bulk and freeze‐core samples
André Zimmermann, Moise Coulombe‐Pontbriand, Michel Lapointe
2005· article· en· Earth Surface Processes and Landforms· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
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