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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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Applied Physics Letters
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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.

1,922 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.
1,922 works in the cohort · of 4,299,418page 23 of 39

Labels cover 1 of 1,922 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 1,922 of 1,922 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Pockels response in calcium barium niobate thin films
Robin Helsten, Luca Razzari, Marcello Ferrera, Paul F. Ndione, Mounir Gaidi, Christophe Durand +2 more
2007· article· en· Applied Physics Letters· Materials Science
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Noise imaging in stroboscopic ultrafast microscopy
M. R. Freeman, R. W. Hunt, G. M. Steeves
2000· article· en· Applied Physics Letters· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Wafer-bonded surface plasmon waveguides
Pierre Berini, Greg Mattiussi, Nancy Lahoud, Robert Charbonneau
2007· article· en· Applied Physics Letters· Engineering
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Optomechanical spring enhanced mass sensing
M. P. Maksymowych, Jocelyn N. Westwood‐Bachman, Anandram Venkatasubramanian, Wayne K. Hiebert
2019· article· en· Applied Physics Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Onion artificial muscles
Chien‐Chun Chen, Wen‐Pin Shih, Pei‐Zen Chang, Hsi‐Mei Lai, Shing‐Yun Chang, Pin‐Chun Huang +1 more
2015· article· en· Applied Physics Letters· Engineering
machine prediction:candidate · noneconsensus · none
16
citations
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