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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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Microscopy and Microanalysis
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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.

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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.

1,181 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.
1,181 works in the cohort · of 4,299,418page 8 of 24

Labels cover 1 of 1,181 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 1,181 of 1,181 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Probing Phonon and Infrared-Plasmons in Nanoscale Interfaces
MJ Lagos, Ulrich Hohenester, Andreas Trügler, Voshadhi Amarasinghe, L. C. Feldman, P. E. Batson +1 more
2019· article· en· Microscopy and Microanalysis· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
On the Precision of EDS Analysis with Sample Tilted at 70°
P. Pinard, Pierre Hovington, Hendrix Demers, Marin Lagacé, Raynald Gauvin
2008· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
EELS Characterization of Tin Oxides
M. Sergio Moreno, R.F. Egerton
2003· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Spatial Resolution in Aloof EELS
R.F. Egerton, Yifan Wang, Peter A. Crozier
2023· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Hole-Free Phase Plate Imaging of a Phase Grating
Marek Malac, Misa Hayashida, Ken Harada, Keiko Shimada, Kodai Niitsu, Teddy Rowan +1 more
2018· article· en· Microscopy and Microanalysis· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
High-accuracy electron tomography of semiconductor devices
Misa Hayashida, Lina Gunawan, Marek Malac, Chris Pawlowicz, Martin Couillard
2015· article· en· Microscopy and Microanalysis· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
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