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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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SpringerBriefs in applied sciences and technology
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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.

67 results · 1 filter active ·
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20122025
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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.
67 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 67 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 67 of 67 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Field Emission Scanning Electron Microscopy
Nicolas Brodusch, Hendrix Demers, Raynald Gauvin
2017· book· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affno abstractunlabeled
Thermodiffusion in Multicomponent Mixtures
Seshasai Srinivasan, M. Ziad Saghir
2012· book· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Equal Channel Angular Pressing
Jacques Huot
2016· book-chapter· en· SpringerBriefs in applied sciences and technology· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Entransy in Phase-Change Systems
Junjie Gu, Zhongxue Gan
2014· book· en· SpringerBriefs in applied sciences and technology· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Feature Engineering in Additive Manufacturing
Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao
2023· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
aboutno affno abstractunlabeled
Shipping Industry and Induced Air Pollution
Alexandra Maragkogianni, Spiros Papaefthimiou, Constantin Zopounidis
2016· book-chapter· en· SpringerBriefs in applied sciences and technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Capturing Causality from Process Data
Fan Yang, Ping Duan, Sirish L. Shah, Tongwen Chen
2014· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
TiO2 Photocatalysis
Anouar Hajjaji, M. Amlouk, Mounir Gaidi, B. Bessaı̈s, My Alı El Khakani
2014· book-chapter· en· SpringerBriefs in applied sciences and technology· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Crowdsourcing Information Systems
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Case Study: Integrity of Wikipedia Articles
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The f-Ratio Method for X-Ray Microanalysis in the SEM
Nicolas Brodusch, Hendrix Demers, Raynald Gauvin
2017· book-chapter· en· SpringerBriefs in applied sciences and technology· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Acid Mine Drainage Prevention
Cassandra Chidiac, Aaron Bleasdale-Pollowy, Andrew Holmes, Frank Gu
2023· book-chapter· en· SpringerBriefs in applied sciences and technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Adsorption Measurements Under High Pressure
Jinsheng Wang, Hanin Samara, Philip Jaeger
2025· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Introduction
Patrick H. Oosthuizen, Abdulrahim Kalendar
2018· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Adsorbed CO2 in Post-injection Phase
Jinsheng Wang, Hanin Samara, Philip Jaeger
2025· book-chapter· en· SpringerBriefs in applied sciences and technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Impact of Adsorption on the Fate of Mobile CO2
Jinsheng Wang, Hanin Samara, Philip Jaeger
2025· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Concluding Remarks
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
Jinsheng Wang, Hanin Samara, Philip Jaeger
2025· book-chapter· en· SpringerBriefs in applied sciences and technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao
2023· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Confidentiality Control
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Online Identities
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
Low Voltage STEM in the SEM
Nicolas Brodusch, Hendrix Demers, Raynald Gauvin
2017· book-chapter· en· SpringerBriefs in applied sciences and technology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Passive Treatments for Mine Drainage
Cassandra Chidiac, Aaron Bleasdale-Pollowy, Andrew Holmes, Frank Gu
2023· book· en· SpringerBriefs in applied sciences and technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Integrity Management
Amin Ranj Bar, Muthucumaru Maheswaran
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Applications in Data-Driven Additive Manufacturing
Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao
2023· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affno abstractunlabeled
Background
Pratima Bajpai
2013· book-chapter· en· SpringerBriefs in applied sciences and technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CFD Studies in Thermodiffusion
Seshasai Srinivasan, M. Ziad Saghir
2012· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mathematical Foundation
Jian Li, Xiaolin Lin, Zhangxin Chen
2022· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Seshasai Srinivasan, M. Ziad Saghir
2012· book-chapter· en· SpringerBriefs in applied sciences and technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Conclusion and Perspectives
Nicolas Brodusch, Hendrix Demers, Raynald Gauvin
2017· book-chapter· en· SpringerBriefs in applied sciences and technology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Recommendations and Challenges
Cassandra Chidiac, Aaron Bleasdale-Pollowy, Andrew Holmes, Frank Gu
2023· book-chapter· en· SpringerBriefs in applied sciences and technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About