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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
fundfunder
venuejournal
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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 12 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.

affunlabeled
Microanalysis of Very Fine Precipitates by FE-SEM
A M Elwazri, R. Varano, Fulvio Siciliano, Raynald Gauvin, S. Yue
2005· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
NanoMi: An Open Source Electron Microscope Component Integration
Marek Malac, Darren Homeniuk, Mohammad Kamal, J.-E Kim, Mark Salomons, Misa Hayashida +4 more
2022· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
The f-Ratio Method for X-Ray Microanalysis in the SEM
Nicolas Brodusch, Hendrix Demers, Raynald Gauvin
2017· book-chapter· en· SpringerBriefs in applied sciences and technology· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Design of a HAADF Detector for Z Contrast in SEM
Gilles L’Éspérance, Jean‐Paul Baïlon, Olivier Sioui-Latulipe, John Hunt, Sander Gubbens
2016· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Scanning Electron Microscope 3D Surface Reconstruction via Optimization
Yasamin Sartipi, Aidan Ross, Weiwei Zhang, Samuel Norris, Hesham El‐Sherif, Christopher Kumar Anand +1 more
2019· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Electron Irradiation Damage of MgO Nanocube
H. R. Zhang, Marek Malac, RF Egerton
2010· article· en· Microscopy and Microanalysis· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Watching a solid shake itself apart: an atomic view of melting
R. J. Dwayne Miller, Jason R. Dwyer, Christoph T. Hebeisen, Robert E. Jordan, Bradley J. Siwick
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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