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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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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
aboutaboutness

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 3 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
Fiber design for high-power fiber lasers
J. K. Sahu, Seongwoo Yoo, Alexander J. Boyland, A. S. Webb, Mridu P. Kalita, J.-N. Maran +4 more
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
Modeling the photodegradation of large mode area Yb-doped fiber power amplifiers
Pierre Laperle, Louis Desbiens, Karine Le Foulgoc, Mathieu Drolet, Pascal Deladurantaye, Antoine Proulx +1 more
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
fundno affunlabeled
2 W monolithic fiber laser at 3.8 <i>µ</i>m
Maxime Lemieux-Tanguay, Tommy Boilard, Pascal Paradis, Réal Vallée, Martin Bernier
2024· article· en· APL Photonics· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Post-processing soft glass optical fibers
Vincent Fortin, Yiğit Ozan Aydın, Martin Bernier, Réal Vallée, Martin Rochette, François Chenard +5 more
2022· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affunlabeled
High-power/energy large mode area tapered fiber amplifiers
Vincent Roy, P. Grenier, Louis Desbiens, Sébastien Deshaies, Marc Deladurantaye, Patrick Paradis +4 more
2021· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
afffundunlabeled
Advancing High-Power Hollow-Core Fiber Pulse Compression
Maksym Ivanov, Étienne Doiron, Marco Scaglia, Pedram Abdolghader, G. Tempea, François Légaré +3 more
2024· article· en· IEEE Journal of Selected Topics in Quantum Electronics· Engineering
distilled prediction:candidate · noneconsensus · none
10
citations
fundno affunlabeled
Front Matter: Volume 7580
Proceedings of SPIE
2010· paratext· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
All-fiber 2–6 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e241" altimg="si33.svg"><mml:mrow><mml:mi mathvariant="normal">μ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math> coherent supercontinuum source based on chalcogenide fibers pumped by an amplified mid-IR soliton laser
Bertrand Kibler, Esteban Serrano, A. Maldonado, L-R. Robichaud, Simon Duval, Martin Bernier +5 more
2023· article· lv· Optics Communications· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations

How this was built: Screen · Findings · About