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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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Semiconductor Lasers and Optical Devices
Retraction
Abstract
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Study design
Label agreement
Label status

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.

813 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.
813 works in the cohort · of 4,299,418page 1 of 17

Labels cover 0 of 813 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 813 of 813 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Analytical Modeling of the Transistor Laser
Behnam Faraji, Wei Shi, D.L. Pulfrey, Lukas Chrostowski
2009· article· en· IEEE Journal of Selected Topics in Quantum Electronics· Engineering
machine prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Quantum dot semiconductor lasers with optical feedback
G. Huyet, D. O’Brien, S. P. Hegarty, John G. McInerney, Alexander V. Uskov, D. Bimberg +8 more
2004· article· en· physica status solidi (a)· Engineering
machine prediction:candidate · noneconsensus · none
70
citations
afffundunlabeled
Endcapping of high-power 3 µm fiber lasers
Yiğit Ozan Aydın, Frédéric Maes, Vincent Fortin, Souleymane Toubou Bah, Réal Vallée, Martin Bernier
2019· article· en· Optics Express· Engineering
machine prediction:candidate · noneconsensus · none
63
citations
afffundunlabeled
Bragg reflection waveguide diode lasers
Bhavin J. Bijlani, Amr S. Helmy
2009· article· en· Optics Letters· Engineering
machine prediction:candidate · noneconsensus · none
57
citations
affunlabeled
Computational Photonics
Marek S. Wartak
2013· book· en· Cambridge University Press eBooks· Engineering
machine prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Optoelectronic Devices
Xun Li
2009· book· en· Cambridge University Press eBooks· Engineering
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Advances in Optical Science and Engineering
Vasudevan Lakshminarayanan, Indrani Bhattacharya
2015· book· en· Springer proceedings in physics· Engineering
machine prediction:candidate · noneconsensus · none
34
citations
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