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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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Random lasers and scattering media
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.

238 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.
238 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 238 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 238 of 238 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Quantum Imaging Technologies
Mehul Malik, Robert W. Boyd
2014· preprint· en· arXiv (Cornell University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
fundno affunlabeled
Acousto-optic ptychography
Moriya Rosenfeld, Gil Weinberg, Daniel Doktofsky, Yunzhe Li, Lei Tian, Ori Katz
2021· article· en· Optica· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
afffundunlabeled
Evidence of a Floquet Phase in a Photonic System
Ernesto P. Raposo, Iván R. R. González, A. M. S. Macêdo, Bismarck Costa Lima, Raman Kashyap, Leonardo de S. Menezes +1 more
2019· article· en· Physical Review Letters· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Novel Techniques In Ultrasonic Correlation Spectroscopy
M. L. Cowan, J. H. Page, David A. Weitz
2002· book-chapter· en· Acoustical imaging· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Beyond ballistic
Marco Peccianti, Roberto Morandotti
2012· article· en· Nature Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
High-contrast interaction-free quantum imaging method
Sepideh Ahmadi, Erhan Sağlamyürek, Shabir Barzanjeh, Vahid Salari
2023· article· en· Physical review. A/Physical review, A· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
afffundunlabeled
A random optical parametric oscillator
Pedro Tovar, Jean Pierre von der Weid, Yuan Wang, Liang Chen, Xiaoyi Bao
2023· article· en· Nature Communications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
8
citations

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