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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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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.

637 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.
637 works in the cohort · of 4,299,418page 3 of 13

Labels cover 0 of 637 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 637 of 637 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Rapid 4D FWI using a local wave solver
Alison Malcolm, Bram Willemsen
2016· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
affunlabeled
Applications of OBC recording
Brian H. Hoffe, Laurence R. Lines, Peter W. Cary
2000· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
25
citations
affaboutunlabeled
Deep-sea gas hydrates on the northern Cascadia margin
Michael Riedel, G. D. Spence, N. Ross Chapman, R. D. Hyndman
2001· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
afffundaboutunlabeled
V P / V S characterization of a heavy-oil reservoir
Larry Lines, Ying Zou, Albert Zhang, Kevin Hall, Joan Embleton, Bruce Palmiere +4 more
2005· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
AeroTEM characteristics and field results
W. P. Boyko, Norman R. Paterson, Karl Kwan
2001· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Pixels and their neighbors: Finite volume
Rowan Cockett, Lindsey J. Heagy, Douglas W. Oldenburg
2016· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
affunlabeled
Narrow- versus wide-azimuth land 3D seismic surveys
Andreas Cordsen, Mike Galbraith
2002· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
aboutno affunlabeled
Shear-wave splitting in compliant rocks
Peter W. Cary, Xinxiang Li, Gulia Popov
2010· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Facies — The drivers for modern inversions
John Pendrel, Henk J. Schouten
2020· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Surface microseismic in an extreme environment
Ted Shuck, David E. Diller, Barry Fish, Pete Smith, Kerstan Wallace
2015· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
aboutno affunlabeled
Seismic in arctic environs: Meeting the challenge
Rick Trupp, Jeff Hastings, Scott Cheadle, Radim Vesely
2009· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affaboutunlabeled
High Arctic marine geophysical data acquisition
D. Mosher, C B Chapman, John Shimeld, H. R. Jackson, Deping Chian, J. Verhoef +3 more
2013· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
affunlabeled
Seam update: Models for EM and gravity simulations
Joe Stefani, Michael A. Frenkel, Neda Bundalo, R.S. Day, Michael Fehler
2010· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Seismic monitoring and geomechanics simulation
Maurice B. Dusseault, Shunde Yin, L. Rothenburg, Hongxue Han
2007· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
17
citations

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