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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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Neural Networks and Reservoir Computing
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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
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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.

516 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.
516 works in the cohort · of 4,299,418page 9 of 11

Labels cover 0 of 516 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 516 of 516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Highly Integrated Photonic Tensor Core for imagining processing
Xiaoxuan Ma, Nicola Peserico, Ahmed Khaled, Zhimu Guo, Jiawei Meng, Bhavin J. Shastri +1 more
2022· article· en· Optica Advanced Photonics Congress 2022· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
Reconfigurable Photonic Platforms feature issue: publisher’s note
Behrad Gholipour, Paul E. Barclay, Jun‐Yu Ou, Qian Wang, Pin Chieh Wu, Nathan Youngblood
2023· article· en· Optical Materials Express· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Intelligent Optical Signal Processing for Optical Communications
Chaoran Huang, Thomas Ferreira de Lima, Alexander N. Tait, Hsuan-Tung Peng, Weipeng Zhang, Simon Bilodeau +2 more
2021· article· en· Asia Communications and Photonics Conference 2021· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Raman Scattering for Quantum Technologies
Duncan England, Philip J. Bustard, J. Nunn, Benjamin Sussman
2013· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Spin-orbit photonic circuits for quantum simulations
Francesco Di Colandrea, Amin Babazadeh, Alexandre Dauphin, Pietro Massignan, Lorenzo Marrucci, Filippo Cardano
2024· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science
0
citations
affunlabeled
Silicon Photonics for Training Deep Neural Networks
Bhavin J. Shastri, Matthew J. Filipovich, Zhimu Guo, Paul R. Prucnal, Sudip Shekhar, Volker J. Sorger
2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Silicon Photonics for AI Hardware
Bhavin J. Shastri, Bicky A. Márquez, Matthew J. Filipovich, Zhimu Guo, Emma R. Howard, Hugh Morison +4 more
2020· article· en· OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow
0
citations
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