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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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Photonic Crystal and Fiber Optics
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
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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.

566 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.
566 works in the cohort · of 4,299,418page 6 of 12

Labels cover 1 of 566 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 566 of 566 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Characterization of erbium doped fibers
M. Movassaghi
2009· article· en· cIRcle (University of British Columbia)· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
10.4 kW 12-channel ultrafast fibre laser
Michael Müller, Christopher Aleshire, Lars-Henning Stark, Joachim Buldt, Albrecht Steinkopff, Elissa Haddad +4 more
2020· article· en· Laser Congress 2020 (ASSL, LAC)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Dual-wavelength ultrashort Yb: fiber amplifier
Dongfeng Liu, Jie Song, D. Strickland
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
High Power Tunable CW Raman fiber laser
Erik Bélanger, Martin Bernier, Dominic Faucher, Réal Vallée
2006· article· en· Frontiers in Optics· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
16 dBm bismuth-doped fiber laser at 1725 nm
Corentin Botzung, Kaboko Jean-Jacques Monga, Sophie LaRochelle
2023· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Watt-level fluoride fiber laser at 1480 nm
Martin Bernier, Guillaume Androz, Dominic Faucher, Réal Vallée
2008· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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