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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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Seismic Imaging and Inversion Techniques
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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.

3,388 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.
3,388 works in the cohort · of 4,299,418page 7 of 68

Labels cover 2 of 3,388 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 3,388 of 3,388 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Stratigraphically significant attributes
Bruce S. Hart
2008· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
44
citations
afffundno abstractunlabeled
The shear-wave velocity prediction for sedimentary rocks
Olalere Oloruntobi, Stephen Butt
2019· article· en· Journal of Natural Gas Science and Engineering· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
44
citations
affno abstractunlabeled
Quest CCS facility: Time-lapse seismic campaigns
Stephen Harvey, Jonathan Hopkins, Henning Kuehl, Simon O’Brien, Albena Mateeva
2022· article· en· International journal of greenhouse gas control· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affunlabeled
Interferometric redatuming by sparse inversion
Joost van der Neut, Felix J. Herrmann
2012· article· en· Geophysical Journal International· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
Relative location of microseismicity
Vladimir Grechka, Alejandro De La Peña, Estelle Schisselé‐Rebel, É. Auger, P. Roux
2015· article· en· Geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
42
citations
aboutno affunlabeled
Subsalt imaging using TTI reverse time migration
Tony Jun Huang, Yu Zhang, Houzhu Zhang, Jerry Young
2009· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affunlabeled
Industrial‐scale reverse time migration on GPU hardware
Darren S. Foltinek, Daniel B. Eaton, Jeff Mahovsky, Peyman P. Moghaddam, Ray McGarry
2009· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
affaboutunlabeled
Seismic Facies Analysis: A Deep Domain Adaptation Approach
M Quamer Nasim, Tannistha Maiti, Ayush Srivastava, Tarry Singh, Jie Mei
2022· article· en· IEEE Transactions on Geoscience and Remote Sensing· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
41
citations
affunlabeled
Structural curvature versus amplitude curvature
Satinder Chopra, Kurt J. Marfurt
2013· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
affunlabeled
A Catalogue of Fiber Optics Strain-Rate Fracture Driven Interactions
Gustavo Ugueto, Kan Wu, Ge Jin, Zhishuai Zhang, Jackson Haffener, Mojtaba Shahri +8 more
2023· article· en· SPE Hydraulic Fracturing Technology Conference and Exhibition· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
40
citations
affaboutunlabeled
Geomechanical Effects on the SAGD Process
P.M. Collins
2005· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
39
citations
affunlabeled
A generalized form of Snell's law in anisotropic media
Michael A. Slawiński, Raphaël A. Slawinski, R. James Brown, John M. Parkin
2000· article· en· Geophysics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
aboutno affunlabeled
Enhanced Reservoir Characterization Using Hydraulic Fracture Microseismicity
S. C. Maxwell, David Cho, Timothy L. Pope, M. P. A. Jones, Craig Cipolla, M. Mack +3 more
2011· article· en· SPE Hydraulic Fracturing Technology Conference· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
38
citations

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