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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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Springer briefs in electrical and computer engineering
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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.

104 results · 1 filter active ·
Results by year
20112025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
104 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 104 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 104 of 104 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Introduction to Machine Learning
2019· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,620
citations
affno abstractunlabeled
Internet of Things for Smart Cities
2018· book· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
144
citations
affno abstractunlabeled
Fundamentals of Differential Beamforming
2016· book· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
77
citations
affno abstractunlabeled
Differentially Private Kalman Filtering
2020· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
24
citations
affno abstractunlabeled
Internet of Everything
2017· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affno abstractunlabeled
Models of Mobile Robots in the Plane
2015· book-chapter· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
afffundno abstractunlabeled
Long Term Evolution in Unlicensed Bands
2016· book· en· Springer briefs in electrical and computer engineering· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
Smart Grid Technology
2018· book-chapter· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
System Model for the Internet of Things
2016· book-chapter· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
A Conceptual Framework for Noise Reduction
2015· book· en· Springer briefs in electrical and computer engineering· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Beamforming Antennas in Wireless Networks
2021· book· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Fundamentals of Mechanism Design
2016· book-chapter· en· Springer briefs in electrical and computer engineering· Decision Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Intelligent SDN and NFV for 5G HetNet Dynamics
2016· book-chapter· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
The Flocking Problem
2015· book-chapter· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Cooperative Cognitive Radio Networking
2016· book· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Relay-Based Cooperative Spectrum Sensing
2018· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
IoT Applications and Business Models
2017· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Opportunistic Communication Spectra Utilization
2015· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Conclusion and Future Research Directions
2015· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Smart Grid Security Secure V2G Connections
2018· book-chapter· en· Springer briefs in electrical and computer engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Cognitive MAC Designs for OSA Networks
2014· book· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Heterogeneous Wireless Networks
2017· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Capacity Scaling Laws of Wireless Networks
2013· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
The Rendezvous Problem: Fixed Neighbours
2015· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
LTE-Advanced: An Overview
2016· book-chapter· en· Springer briefs in electrical and computer engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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