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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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Optics Express
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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.

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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.

1,726 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.
1,726 works in the cohort · of 4,299,418page 9 of 35

Labels cover 0 of 1,726 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 1,726 of 1,726 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
The ROGUE: a novel, noise-generated random grating
Frédéric Monet, Sébastien Loranger, Victor Lambin-Iezzi, Antoine Drouin, Samuel Kadoury, Raman Kashyap
2019· article· en· Optics Express· Engineering
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Order-dependent structure of high harmonic wavefronts
Eugene Frumker, G. G. Paulus, Hiromichi Niikura, A. Naumov, D. M. Villeneuve, P. B. Corkum
2012· article· en· Optics Express· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
affunlabeled
Spectra of particulate backscattering in natural waters
Howard R. Gordon, Marlon R. Lewis, Scott McLean, Michael Twardowski, Scott A. Freeman, Kenneth J. Voss +1 more
2009· article· en· Optics Express· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
48
citations
afffundunlabeled
Photovoltaic effect in multiphase Bi-Mn-O thin films
Joyprokash Chakrabartty, Riad Nechache, Cătălin Harnagea, Federico Rosei
2013· article· en· Optics Express· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
48
citations
affunlabeled
Multidimensional en-Face OCT imaging of the retina
Richard B. Rosen, Mark Hathaway, John A. Rogers, Justin Pedro, Patricia Garcia, Pierre Philippe Laissue +2 more
2009· article· en· Optics Express· Engineering
distilled prediction:candidate · noneconsensus · none
46
citations
fundno affunlabeled
Self-steering partially coherent vector beams
Haidan Mao, Yahong Chen, Chunhao Liang, Linfei Chen, Yangjian Cai, Sergey A. Ponomarenko
2019· article· en· Optics Express· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
44
citations

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