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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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Internet of Things and AI
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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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venuejournal
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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.

236 results · 1 filter active ·
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20092025
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
236 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 236 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 236 of 236 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
Artificial Intelligence
David Poole, Alan K. Mackworth
2010· book· en· Cambridge University Press eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
415
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Sr Past, Mengchu Zhou Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Andreas Nuernberger, Adrian Stoica Vp +43 more
2019· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Intelligent Systems, Technologies and Applications
Marcin Paprzycki, Sabu M. Thampi, Sushmita Mitra, Ljiljana Trajković, El-Sayed M. El-Alfy
2021· book· en· Advances in intelligent systems and computing· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Advanced Informatics for Computing Research
Ashish Kr. Luhach, Xiao‐Zhi Gao, Pawan Lingras
2019· book· en· Communications in computer and information science· Computer Science
machine prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Sr Past, Mengchu Zhou Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Andreas Nuernberger, Adrian Stoica Vp +48 more
2018· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
Intelligent Systems, Technologies and Applications
Sabu M. Thampi, Ljiljana Trajković, Sushmita Mitra, P. Nagabhushan, Jayanta Mukhopadhyay, Juan M. Corchado +2 more
2019· book· en· Advances in intelligent systems and computing· Computer Science
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Autonomous and Intelligent Systems
Mohamed S. Kamel, Hani Hagras
2012· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Smart tools for energy resilient city
Francesca Moraci, Celestina Fazia, Maurizio Francesco Errigo
2018· article· fr· Annales de Chimie Science des Matériaux· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
H.J. Trussell, Tülay Adalı, Moeness G. Amin, Ronald Arkin, S. E. Barbin, Sankar Basu +75 more
2018· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Sr Past, Mengchu Zhou Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Andreas Nuernberger, Adrian Stoica Vp +48 more
2018· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Eddie Past, Sr Tunstel, Andreas Nuernberger Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Fei‐Yue Wang +49 more
2020· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Advances in Artificial Intelligence
Cory J. Butz, Pawan Lingras
2011· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2021· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics publication information
Ljiljana Trajković, Philip Past, Sr Chen, Michael Past, Sam Kwong, Rodney G. Roberts +133 more
2014· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affno abstractunlabeled
Advanced Computing
2024· book· en· Communications in computer and information science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Internet of Everything and Big Data
Salah-ddine Krit, Mohamed Elhoseny, Valentina Emilia Bălaş, Rachid Benlamri, Marius M. Bǎlaş
2021· book· en· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Deaths Due to Electrocution-A Retrospective Study
Mohd Kaleem Khan, Umar Bin Abdul Aziz, Faiz U. Ahmad
2019· article· en· Medico-Legal Update· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2020· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Solving Problems
Gerard H. Gaynor
2016· article· en· IEEE Engineering Management Review· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2020· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Sr Past, Mengchu Zhou Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Andreas Nuernberger, Adrian Stoica Vp +42 more
2019· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
Moeness G. Amin, Göran Andersson, Ronald Arkin, Jón Atli Benediktsson, Claudio A. Cañizares, Hsiao‐Hwa Chen +70 more
2019· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
IEEE Computational Intelligence Society
P. A. Estévez, Bernadette Bouchon‐Meunier, Gary B. Fogel, Carlos A. Coello Coello, James F. Keller, Hussein A. Abbass +4 more
2021· article· en· IEEE Transactions on Emerging Topics in Computational Intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2021· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
ViTECoN 2019 Title Page
Geetha Viswanathan, Shri Sankar Viswanathan, Sekar Viswanathan, Anand Selvam, S. R. Narayanan, Harish M. Kittur +16 more
2019· article· en· 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
D.J. Allstot, Moeness G. Amin, Göran Andersson, Ronald Arkin, John Baillieul, Claudio A. Cañizares +69 more
2021· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Sr Past, Mengchu Zhou Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Andreas Nuernberger, Adrian Stoica Vp +42 more
2019· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Internet of Things (IoT) and Engineering Applications
Yanxing Liu, Shuyang Hou, Xiaoqin Li, Longyu Shi
2018· paratext· en· Internet of Things (IoT) and Engineering Applications· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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