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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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Advanced Fiber Laser Technologies
Retraction
Abstract
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Study design
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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.

1,317 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.
1,317 works in the cohort · of 4,299,418page 10 of 27

Labels cover 0 of 1,317 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 1,317 of 1,317 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Laser frequency stabilization using a transfer interferometer
Shira Jackson, Hiromitsu Sawaoka, Nishant Bhatt, Shreyas Potnis, Amar C. Vutha
2018· article· en· Review of Scientific Instruments· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Characterization of optical devices
Rongqing Hui, Maurice O’Sullivan
2023· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Self‐Referenced Subcycle Metrology of Quantum Fields
Sinan Gündoğdu, Stéphane Virally, Marco Scaglia, Denis V. Seletskiy, A. S. Moskalenko
2023· article· en· Laser & Photonics Review· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Ultra-narrow linewidth quantum dot coherent comb lasers
Zhenguo Lü, J.R. Liu, Philip J. Poole, Chunying Song, Shoude Chang
2018· article· en· Optical Fiber Communication Conference· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
afffundunlabeled
In-line synthesis of multi-octave phase-stable infrared light
Hadil Kassab, Sebastian Gröbmeyer, Wolfgang Schweinberger, Christina Höfer, Philipp Steinleitner, Maximilian Högner +6 more
2023· article· en· Optics Express· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
An Ultra-Fast Temporal Talbot Array Illuminator
Manuel P. Fernández, Saket Kaushal, Benjamin Crockett, Laureano A. Bulus Rossini, Pablo A. Costanzo‐Caso, José Azaña
2023· article· en· Journal of Lightwave Technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
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