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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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Electron and X-Ray Spectroscopy 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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aboutaboutness

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

1,126 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.
1,126 works in the cohort · of 4,299,418page 4 of 23

Labels cover 1 of 1,126 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 1,126 of 1,126 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Electron Localization-Delocalization Matrices
Chérif F. Matta, Paul W. Ayers, Ronald L. Cook
2024· book· en· Lecture notes in chemistry· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
aboutno affunlabeled
The early history and future of the SEM
Oliver C. Wells, David C. Joy
2006· article· en· Surface and Interface Analysis· Materials Science
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
The Scanning Electron Microscope
R.F. Egerton
2016· book-chapter· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
21
citations
affunlabeled
The History of Element 43—Technetium
Fathi Habashi
2006· article· en· Journal of Chemical Education· Materials Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Threshold Al KLL Auger spectra of oxidized aluminium foils
Alan N. Buckley, Andreas Hartmann, Robert N. Lamb, A. P. J. Stampfl, J. W. Freeland, I. Coulthard
2003· article· en· Surface and Interface Analysis· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundunlabeled
A Li<i>K</i>-edge XANES study of salts and minerals
Cedrick O’Shaughnessy, Grant S. Henderson, Benjamin J.A. Moulton, Lucia Zuin, Daniel R. Neuville
2018· article· en· Journal of Synchrotron Radiation· Materials Science
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Rapid determination of Ti in TiO<sub>2</sub> by ICP OES
Éder José dos Santos, Mayara Padovan dos Santos, Amanda Beatriz Herrmann, Ralph E. Sturgeon
2016· article· en· Analytical Methods· Materials Science
distilled prediction:candidate · noneconsensus · none
16
citations
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