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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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Geophysical and Geoelectrical Methods
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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.

2,050 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.
2,050 works in the cohort · of 4,299,418page 21 of 41

Labels cover 3 of 2,050 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 2,050 of 2,050 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Optimized Well Planning Using 3D EM Inversion Results
Supriya Sinha, Nigel Clegg, Kevin Best, Idar Kristoffersen, Synnove Kolsto, David Marchant
2020· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
Field Tests of Geotech’s Airborne AFMAG EM System
Bob Lo, Petr Kuzmin, E. L. Morrison
2006· article· pt· ASEG Extended Abstracts· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
afffundno abstractunlabeled
Electrochemical detection of large channels in porous rocks
Stefan Engblom, Jan C. Myland, Keith B. Oldham, Alicia L. Taylor, W.C. Topic
2003· article· en· Journal of Applied Electrochemistry· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Peculiarities of Using 2D Electrical Resistivity Tomography in Caves
В. В. Оленченко, Л. В. Цибизов, P.S. Osipova, Temirlan Chargynov, Bence Viola, К. А. Колобова +1 more
2020· article· en· Archaeology Ethnology and Anthropology of Eurasia· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
4
citations

How this was built: Screen · Findings · About