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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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Optical Coatings and Gratings
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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

491 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
491 works in the cohort · of 4,299,418page 1 of 10

Labels cover 0 of 491 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 491 of 491 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Controlled growth of periodic pillars by glancing angle deposition
Brian Dick, Michael J. Brett, T. Smy
2002· article· en· Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena· Materials Science
distilled prediction:candidate · noneconsensus · none
119
citations
fundno affunlabeled
Numerical analysis of a slit-groove diffraction problem
Mondher Besbes, Jean‐Paul Hugonin, Philippe Lalanne, Sven van Haver, O. T. A. Janssen, A. M. Nugrowati +13 more
2007· article· en· Journal of the European Optical Society Rapid Publications· Materials Science
distilled prediction:candidate · noneconsensus · none
110
citations
affunlabeled
Periodic magnetic microstructures by glancing angle deposition
Brian Dick, M. J. Brett, T. Smy, M. R. Freeman, Marek Malac, R.F. Egerton
2000· article· en· Journal of Vacuum Science & Technology A Vacuum Surfaces and Films· Materials Science
distilled prediction:candidate · noneconsensus · none
98
citations
affunlabeled
New Materials at a Glance
Michael J. Brett, Matthew M. Hawkeye
2008· article· en· Science· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
89
citations
afffundunlabeled
Birefringence enhancement in annealed TiO2 thin films
Andy C. van Popta, June Cheng, Jeremy C. Sit, Michael J. Brett
2007· article· en· Journal of Applied Physics· Materials Science
distilled prediction:candidate · noneconsensus · none
69
citations
afffundunlabeled
Microstructure of plasma-deposited SiO2/TiO2 optical films
Stéphane Larouche, H. Szymanowski, J.E. Klemberg-Sapieha, L. Martinů, S. C. Gujrathi
2004· article· en· Journal of Vacuum Science & Technology A Vacuum Surfaces and Films· Materials Science
distilled prediction:candidate · noneconsensus · none
69
citations
afffundno abstractunlabeled
Growth behavior of evaporated porous thin films
D. Vick, T. Smy, Michael J. Brett
2002· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affunlabeled
Birefringent omnidirectional reflector
Kate Kaminska, Kevin Robbie
2004· article· en· Applied Optics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
Periodic submicrometer structures by sputtering
Brian Dick, Michael J. Brett, T. Smy, M. Belov, M. R. Freeman
2001· article· en· Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena· Materials Science
distilled prediction:candidate · noneconsensus · none
49
citations

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