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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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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 6 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.

afffundunlabeled
Measurement of the beam-normal single-spin asymmetry for elastic electron scattering from <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mmultiscripts><mml:mi mathvariant="normal">C</mml:mi><mml:mprescripts/><mml:none/><mml:mn>12</mml:mn></mml:mmultiscripts></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mmultiscripts><mml:mi>Al</mml:mi><mml:mprescripts/><mml:none/><mml:mn>27</mml:mn></mml:mmultiscripts></mml:math>
D. Androić, David Armstrong, A. Asaturyan, K. Bartlett, R. Beminiwattha, J. Benesch +80 more
2021· article· lv· Physical review. C· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
9
citations
afffundunlabeled
Clocking Surface Reaction by In-Plane Product Rotation
Kelvin Anggara, Kai Huang, Lydie Leung, Avisek Chatterjee, Cheng Fang, J. C. Polanyi
2016· article· en· Journal of the American Chemical Society· Materials Science
distilled prediction:candidate · noneconsensus · none
9
citations
fundno affunlabeled
High-power EUV (13.5 nm) light source
Vladimir M. Borisov, G. N. Borisova, A Yu Vinokhodov, Sergey Zakharov, Aleksandr S. Ivanov, Yurii B Kiryukhin +3 more
2010· article· en· Quantum Electronics· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
Resonant Auger studies of metallic systems
I. Coulthard, W. J. Antel, S. P. Frigo, J. W. Freeland, J. F. Moore, W. S. Calaway +5 more
2000· article· en· Journal of Vacuum Science & Technology A Vacuum Surfaces and Films· Materials Science
distilled prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Tomographic measurement of buried interface roughness
Misa Hayashida, Shinichi Ogawa, Marek Malac
2015· article· en· Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Electron-beam patterning with sub-2nm line edge roughness
Marek Malac, R.F. Egerton, M. R. Freeman, June W. Lau, Yimei Zhu, Lijun Wu
2005· article· en· Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
The Transmission Electron Microscope
R.F. Egerton
2005· book-chapter· en· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
afffundno abstractunlabeled
Matrix-based approach for the inversion of ARXPS data
Daniel Peykov, R.W. Paynter
2012· article· en· Journal of Electron Spectroscopy and Related Phenomena· Materials Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
cryoJAX: A Cryo-electron Microscopy Image Simulation Library In JAX
Michael O’Brien, David Silva-Sánchez, Geoffrey Woollard, Kwanghwi Je, Sonya M. Hanson, Daniel Needleman +3 more
2025· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
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