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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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Applied Optics
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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
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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.

724 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.
724 works in the cohort · of 4,299,418page 1 of 15

Labels cover 0 of 724 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 724 of 724 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Digital in-line holographic microscopy
Jorge Garcı́a-Sucerquia, Wenbo Xu, S. K. Jericho, P. Klages, M. H. Jericho, H. J. Kreuzer
2006· article· en· Applied Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
640
citations
affunlabeled
Digital in-line holography of microspheres
Wenbo Xu, M. H. Jericho, Ian A. Meinertzhagen, H. J. Kreuzer
2002· article· en· Applied Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
181
citations
affunlabeled
Feasibility of nanofluid-based optical filters
Robert A. Taylor, Todd Otanicar, Yasitha Herukerrupu, Fabienne Bremond, Gary Rosengarten, Evatt R. Hawkes +2 more
2013· article· en· Applied Optics· Engineering
distilled prediction:candidate · noneconsensus · none
135
citations
affunlabeled
Model of phytoplankton absorption based on three size classes
Robert J. W. Brewin, Emmanuel Devred, Shubha Sathyendranath, Samantha Lavender, Nick J. Hardman‐Mountford
2011· article· en· Applied Optics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
96
citations
affunlabeled
South Pole Telescope optics
S. Padin, Z. Staniszewski, R. Keisler, M. Joy, A. A. Stark, P. A. R. Ade +29 more
2008· article· en· Applied Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
Holography-based wavefront sensing
Fassil Ghebremichael, Geoff Andersen, Kenneth S. Gurley
2007· article· en· Applied Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
68
citations

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