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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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Laser & Photonics Review
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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.

109 results · 1 filter active ·
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20082025
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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.
109 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 109 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 109 of 109 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Terahertz Scanless Hypertemporal Imaging
Luca Zanotto, Giacomo Balistreri, Andrea Rovere, O‐Pil Kwon, Roberto Morandotti, Riccardo Piccoli +1 more
2023· article· en· Laser & Photonics Review· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
fundno affunlabeled
Circulator‐Free Brillouin Photonic Planar Circuit
Yang Liu, Amol Choudhary, Guanghui Ren, Duk‐Yong Choi, Alvaro Casas‐Bedoya, Blair Morrison +6 more
2021· article· en· Laser & Photonics Review· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
23
citations
afffundunlabeled
Inverse Design of Photonic Systems
Benjamin MacLellan, Piotr Roztocki, Julie Belleville, Luis Romero Cortés, Kaleb Ruscitti, Bennet Fischer +2 more
2024· article· en· Laser & Photonics Review· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Analog Programmable‐Photonic Computation
Andrés Macho, Daniel Pérez, José Azaña, J. Capmany
2023· article· en· Laser & Photonics Review· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Superbly Bright Tin‐Based Perovskite LEDs
Zeyu Miao, Jie Guo, Dan Jiang, Weijia Zheng, Wenxu Yin, Zhao Luo +12 more
2025· article· en· Laser & Photonics Review· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
Revealing optical vortices with a small number of photons
Wuhong Zhang, Jikang Wang, Fangshu Li, Lixiang Chen, Ebrahim Karimi
2016· article· en· Laser & Photonics Review· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Self‐Referenced Subcycle Metrology of Quantum Fields
Sinan Gündoğdu, Stéphane Virally, Marco Scaglia, Denis V. Seletskiy, A. S. Moskalenko
2023· article· en· Laser & Photonics Review· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Polarization‐Independent Complex Bragg Grating Filters on Silicon Nitride
Alejandro Fernández‐Hinestrosa, José Manuel Luque‐González, Pavel Cheben, Jens H. Schmid, Alejandro Sánchez‐Postigo, J. Gonzalo Wangüemert‐Pérez +2 more
2025· article· en· Laser & Photonics Review· Engineering
distilled prediction:candidate · noneconsensus · none
4
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
distilled prediction:candidate · noneconsensus · none
4
citations

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