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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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Micron
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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.

126 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
126 works in the cohort · of 4,299,418page 1 of 3

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

afffundno abstractunlabeled
Radiation damage in the TEM and SEM
R.F. Egerton, P. Li, Marek Malac
2004· review· pt· Micron· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2,088
citations
afffundno abstractgpt · no categorygrok · no categoryopus · no categorymodels split
Comparison of NEXAFS microscopy and TEM-EELS for studies of soft matter
Adam P. Hitchcock, James J. Dynes, Göran Johansson, Jian Wang, Gianluigi A. Botton
2007· article· en· Micron· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
114
citations
affno abstractunlabeled
Electron Energy Loss Spectroscopy
R.F. Egerton
2002· article· en· Micron· Medicine
distilled prediction:candidate · noneconsensus · none
50
citations
afffundno abstractunlabeled
Delocalized radiation damage in polymers
R.F. Egerton, Sorin Lazar, Matthew Libera
2011· article· en· Micron· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
afffundno abstractunlabeled
A view of the chromatin landscape
Lindsy M Rapkin, David Anchel, Li Ren, David P. Bazett‐Jones
2011· review· en· Micron· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
40
citations

How this was built: Screen · Findings · About