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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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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.

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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.

1,126 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 13 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.

affno abstractunlabeled
Ultrafast melting in metals probed with femtosecond electron diffraction
Jason R. Dwyer, Robert E. Jordan, Christoph T. Hebeisen, Maher Harb, Ralph Ernstorfer, R. J. Miller
2005· article· en· Acta Crystallographica Section A Foundations of Crystallography· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Electron Ionization (EI)
Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito
2016· dataset· en· IUPAC Standards Online· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Introduction: concepts in photoionization interferometry
Paul Hockett
2018· book-chapter· en· Morgan & Claypool Publishers eBooks· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
More on Arrhenius plots
R. A. Masut
2021· article· en· Physics Today· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Electron Radiation Damage in TiOx Nanobelts
M. Sergio Moreno, Doris Cadavid, MJ Santillán, R.F. Egerton, Marek Malac
2009· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PSLE Replication Ahlquist et al 2014.do
Guillem Riambau, Kai Ostwald
2020· dataset· fr· Harvard Dataverse· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Lithium Detection in the Electron Microscope
Raynald Gauvin, Nicolas Brodusch, Hendrix Demers, George P. Demopoulos, Karim Zaghib
2016· article· en· ECS Meeting Abstracts· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Quantitative X-Rays Microanalysis of Rough Surfaces
Raynald Gauvin, Eric Lifshin
2001· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Energy-Filtered Electron Holography
Rodney Herring
2005· article· en· Microscopy Today· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Near Band Edge excitation in <scp>2D</scp> materials by Transmission Electron Microscopy
Frédéric Fossard, Léonard Schué, Étienne Gaufrès, Amandine Andrieux, F. Ducastelle, Annick Loiseau
2016· other· en· European Microscopy Congress 2016: Proceedings· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affunlabeled
Introduction: 40 Years of EDS
Dale E. Newbury, Raynald Gauvin
2009· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pressing Matters
2025· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About