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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
fundfunder
venuejournal
aboutaboutness

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 6 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.

affunlabeled
Three term AVO waveform inversion
Jonathan E. Downton, Laurence R. Lines
2004· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
afffundunlabeled
Structurally constrained impedance inversion
Haitham Hamid, Adam Pidlisecky
2016· article· en· Interpretation· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
aboutno affunlabeled
Recent applications of turning-ray tomography
Xianhuai Zhu, Paul A. Valasek, Baishali Roy, Simon Shaw, Jack Howell, Steve Whitney +2 more
2008· article· en· Geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
46
citations
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

How this was built: Screen · Findings · About