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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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Advanced Fiber Optic Sensors
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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.

1,925 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.
1,925 works in the cohort · of 4,299,418page 11 of 39

Labels cover 3 of 1,925 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 1,925 of 1,925 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Long-period fiber grating by electrical discharge
Nicolas Godbout, Xavier Daxhelet, A. Maurier, S. Lacroix
2002· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
afffundunlabeled
20 W splice-free erbium-doped all-fiber laser operating at 1610 nm
Louis-Philippe Pleau, Pascal Paradis, Jean-Simon Frenière, Mathieu Huneault, Samuel Gouin, S. M. Aljamimi +10 more
2018· article· en· Optics Express· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affunlabeled
Random jumps in the phase-OTDR response
А. Э. Алексеев, B. G. Gorshkov, В. Т. Потапов, M. A. Taranov, D. E. Simikin
2021· article· en· Applied Optics· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Long-Period Fiber Gratings with Low-Birefringence Liquid Crystal
Aleksandra Czapla, Tomasz R. Woliński, Wojtek J. Bock, Edward Nowinowski-Kruszelnicki, R. Dąbrowski, Jan Wójcik
2009· article· en· Molecular Crystals and Liquid Crystals· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
fundvenueno affunlabeled
Distributed Brillouin sensor for structural health monitoring
Fabien Ravet, Lufan Zou, Xiaoyi Bao, Togay Ozbakkaloglu, Murat Saatçioğlu, Joe Zhou
2007· article· en· Canadian Journal of Civil Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
14
citations

How this was built: Screen · Findings · About