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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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Advanced Fiber Laser Technologies
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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.

1,317 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.
1,317 works in the cohort · of 4,299,418page 23 of 27

Labels cover 0 of 1,317 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 1,317 of 1,317 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
Ultra-High-Speed Time-Frequency Signal Processing
Saikrishna Reddy Konatham, Reza Maram, Luis Romero Cortés, José Azaña, J. H. Chang, Leslie A. Rusch +2 more
2020· article· en· Optics and Photonics News· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Neodymium-Doped Mamyshev Oscillator at 920 nm
Vincent Boulanger, Michel Olivier, François Trépanier, Michel Piché
2024· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Q-switched mode-locking by NPR in As2S3 tapers
Imtiaz Alamgir, Martin Rochette
2022· article· en· Conference on Lasers and Electro-Optics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Phase-noise compensation in high-resolution φOTDR
Miguel Soriano-Amat, Philippe Guay, Hugo F. Martins, Sonia Martín‐López, Miguel González‐Herráez, María R. Fernández‐Ruiz +1 more
2023· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Broadband RF channelization using microcombs
Xingyuan Xu, Mengxi Tan, Jiayang Wu, Andreas Boes, Thach G. Nguyen, Brent E. Little +3 more
2020· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
All-fiber mid-infrared ring cavity laser
Nasrollah Karampour, Gebrehiwot Tesfay Zeweldi, M.I. Khan, Martin Rochette
2025· article· en· EPJ Web of Conferences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
RF arbitrary waveform generator
David Moss
2020· preprint· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations

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