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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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Model Reduction and Neural Networks
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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
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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.

790 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
790 works in the cohort · of 4,299,418page 14 of 16

Labels cover 0 of 790 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 790 of 790 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Table of Contents
Bihan Wen, Saiprasad Ravishankar, Zhizhen Zhao, Raja Giryes, Jong Ye, Zhiyuan Zha +43 more
2023· article· en· IEEE Signal Processing Magazine· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Suboptimal Control
Rein Luus
2001· book-chapter· en· Encyclopedia of Optimization· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Chapter 2: Linear Evolution Models
2024· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)99014-i
2000· article· en· Time to knit· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Neurally Relevant BOLD Response Delay: Intermediary Dataset
Sébastien Proulx, Reza Farivar
2021· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Error Identification Strategies for Python Jupyter Notebooks
Derek J. S. Robinson, Neil Ernst, Enrique Larios Vargas, Margaret-Anne D. Storey
2022· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Thermal model reduction using the super-face concept
Luc Masset, Olivier Brüls, Gaëtan Kerschen
2011· article· en· Open Repository and Bibliography (University of Liège)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
DDDAS for Systems Analytics in Applied Mechanics
Artem Korobenko, Sijie Niu, Xiaowei Deng, Enhao Zhang, Vikas Srivastava, Yuri Bazilevs
2024· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Spectral informed neural networks
Tianchi Yu, Yiming Qi, Ivan Oseledets, Shiyi Chen
2025· article· en· Journal of Computational and Applied Mathematics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
PETSc
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Uncertainty propagation of initial conditions in thermal models
Alexandra Bünger, Roland W. Herzog, Andreas Naumann, Martin Stoll
2024· article· en· International Journal for Computational Methods in Engineering Science and Mechanics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Data-driven fractional algebraic system solver
Emmanuel Lorin, Howl Nhan
2025· article· en· Mathematics and Computers in Simulation· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Nonlinear Schrödinger Equation-Based Adjoint Sensitivity Analysis
Mahmoud M. T. Maghrabi, Mohamed H. Bakr
2020· article· en· 2020 International Applied Computational Electromagnetics Society Symposium (ACES)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Neurally Relevant BOLD Response Delay: Intermediary Dataset
Sébastien Proulx, Reza Farivar
2021· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Forest Region
2001· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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