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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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Force Microscopy Techniques and Applications
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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.

1,133 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.
1,133 works in the cohort · of 4,299,418page 13 of 23

Labels cover 1 of 1,133 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 1,133 of 1,133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Friction and Wear on the Atomic Scale
Enrico Gnecco, Roland Bennewitz, Oliver Pfeiffer, Anisoara Socoliuc, Ernst Meyer
2007· book-chapter· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Shear in Surface Gel of Associative Polymer
Alexandra Chestakova, Willie Lau, Eugenia Kumacheva
2004· article· en· Macromolecules· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Tactile sensing of point contact
Ning Chen, Hong Zhang, R. Rink
2002· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
afffundunlabeled
Scanning tunneling microscopy of defects in NbSe2
A. Prodan, V. Marinković, R. Gril, N. Ramšak, H. J. P. van Midden, F.W. Boswell +1 more
2000· article· en· Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Two-Molecule Force Spectroscopy on Proteins
Jiacheng Zuo, Hongbin Li
2023· article· en· ACS Nano· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
A Multifunctional Anchor for Multimodal Expansion Microscopy
Yi Cui, Gaojie Yang, Daniel Goodwin, Ciara H. O’Flanagan, Anubhav Sinha, Chi Zhang +4 more
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
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