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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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Nonlinear Photonic Systems
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Abstract
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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.

271 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.
271 works in the cohort · of 4,299,418page 3 of 6

Labels cover 1 of 271 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 271 of 271 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
Discrete vector on-site vortices
2006· article· en· Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Moving gap solitons in periodic potentials
Dmitry E. Pelinovsky, Guido Schneider
2008· article· en· Mathematical Methods in the Applied Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Interaction of self-trapped beams in high index glass
Elena D’Asaro, S. Heidari-Bateni, Alessia Pasquazi, Gaetano Assanto, J. Gonzalo, J. Solı́s +1 more
2009· article· en· Optics Express· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Quasinormal Modes of Optical Solitons
Christopher Burgess, Sam Patrick, Théo Torres, Ruth Gregory, Friedrich König
2024· article· en· Physical Review Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Detection of Nonlinearity in Photonic Lattices
Pengbo Jia, Zhaochen Li, Shiqiang Xia, Domenico Bongiovanni, Liqin Tang, Wen-Rong Qi +5 more
2024· article· en· Laser & Photonics Review· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Choreographies in the discrete nonlinear Schrödinger equations
Renato Calleja, Eusebius J. Doedel, Carlos García-Azpeitia, Carlos L. Pando Lambruschini
2018· article· en· The European Physical Journal Special Topics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Observation of discrete gap solitons in binary waveguide arrays
Roberto Morandotti, D. Mandelik, Yaron Silberberg, Stewart Aitchison, Marc Sorel, Demetrios N. Christodoulides +2 more
2004· article· en· Nonlinear Guided Waves and Their Applications· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
3
citations
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