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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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Laser Congress 2021 (ASSL,LAC)
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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
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.

13 results · 1 filter active ·
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20212021
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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.
13 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 13 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 13 of 13 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Monolithic Praseodymium-Doped Fiber Laser at 635 nm
Marie-Pier Lord, Vincent Fortin, Frédéric Maes, Lauris Talbot, Martin Bernier, Réal Vallée
2021· article· en· Laser Congress 2021 (ASSL,LAC)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Towards Multi-Milijoule Short-Pulse Mid-Infrared Fluoride Fiber Amplifiers
Yiğit Ozan Aydın, Sébastien Magnan-Saucier, Daiying Zhang, Vincent Fortin, Darren Kraemer, Réal Vallée +1 more
2021· article· en· Laser Congress 2021 (ASSL,LAC)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
9 W Erbium-Doped Dual-Wavelength Pumped All-Fiber Laser at 3.55 µm
Maxime Lemieux-Tanguay, Vincent Fortin, Tommy Boilard, Réal Vallée, Martin Bernier
2021· article· en· Laser Congress 2021 (ASSL,LAC)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About