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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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X-ray Diffraction in Crystallography
Retraction
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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.

601 results · 1 filter active ·
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20002025
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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.
601 works in the cohort · of 4,299,418page 5 of 13

Labels cover 0 of 601 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 601 of 601 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Order parameters of crystals in LAMMPS
2015· article· en· Figshare· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
User-Friendly Software for the Analysis of Complex XRF Spectra
Lisa Van Loon, Stewart McIntyre, Nathaniel Sherry, Michael Bauer, Neil R. Banerjee
2020· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Components, end-members and mineral species
F. C. Hawthorne
2025· article· en· Mineralogical Magazine· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Matching ROY crystal structures to high-throughput PXRD
Grace M. Sparrow, R. Alex Mayo, Erin R. Johnson
2024· article· en· CrystEngComm· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Introduction to special issue on X-ray spectromicroscopy
Adam P. Hitchcock, Nobuhiro Kosugi
2024· article· en· Journal of Electron Spectroscopy and Related Phenomena· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
afffundunlabeled
The clustering of C IV and Si IV at the end of reionization
Louise Welsh, V. D’Odorico, Fabio Fontanot, R. L. Davies, Sarah E. I. Bosman, G. Cupani +11 more
2025· article· en· Astronomy and Astrophysics· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
<i>ACTOR</i>: automated crystal transport, orientation and retrieval
J. W. Pflugrath, R. G. Athay, David P. Edwards, T. J. Niemeyer, T. L. Hendrixson, A. R. Criswell +6 more
2002· article· en· Acta Crystallographica Section A Foundations of Crystallography· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
UC Berkeley the Presidents House - Berkeley, California
2013· other· en· Rice University's digital scholarship archive (Rice University)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
MusCan 2024 conference Report
Taryn Dubois
2021· article· en· Intersections Canadian Journal of Music· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Automated particle analysis of Quartz
Chizu Mitsui, Matthew Hiscock, Christian Lång, Ruth M. Morgan
2015· article· en· Annual Meeting of the Geological Society of Japan The 122nd Annual Meeting(2015' Nagano)· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Fresnel Diffraction
2024· book-chapter· en· Cambridge University Press eBooks· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
kinesis_2000_04_04
2000· other· en· cIRcle (University of British Columbia)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About