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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.

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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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Machine labels · sparse coverage
Evidence
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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 3 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.

fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2022· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
D.J. Allstot, Moeness G. Amin, Göran Andersson, Ronald Arkin, John Baillieul, Claudio A. Cañizares +79 more
2020· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2021· article· en· IEEE Transactions on Emerging Topics in Computational Intelligence· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Eddie Past, Sr Tunstel, Andreas Nuernberger Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Fei‐Yue Wang +48 more
2020· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
Gianluca Setti, Ronald Arkin, John Baillieul, Claudio A. Cañizares, Gert Cauwenberghs, Jocelyn Chanussot +75 more
2020· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
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 +71 more
2019· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2019· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
Gianluca Setti, Ronald Arkin, John Baillieul, Claudio A. Cañizares, Gert Cauwenberghs, Jocelyn Chanussot +71 more
2019· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Eddie Past, Sr Tunstel, Andreas Nuernberger Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Fei‐Yue Wang +47 more
2021· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
IEEE Transactions on Emerging Topics in Computational Intelligence
Yew-Soon Ong, Cesare Alippi, Óscar Cordón, Gary B. Fogel, Sanaz Mostaghim, Chuan-Kang Ting +34 more
2017· article· en· IEEE Transactions on Emerging Topics in Computational Intelligence· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
IEEE Transactions on Cybernetics
Eddie Past, Sr Tunstel, Andreas Nuernberger Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Fei‐Yue Wang +50 more
2021· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
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
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
0
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
Gianluca Setti, Ronald Arkin, John Baillieul, Claudio A. Cañizares, Gert Cauwenberghs, Jocelyn Chanussot +75 more
2020· article· en· Proceedings of the IEEE· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2019· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
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
Eddie Past, Sr Tunstel, Andreas Nuernberger Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Fei‐Yue Wang +48 more
2021· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Proceedings of the IEEE publication information
D.J. Allstot, Moeness G. Amin, Göran Andersson, Ronald Arkin, John Baillieul, Claudio A. Cañizares +76 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
Eddie Past, Sr Tunstel, Andreas Nuernberger Vp-Cybernetics, Sam Kwong Vp-Finance, Ferat Sahin, Fei‐Yue Wang +48 more
2020· article· en· IEEE Transactions on Cybernetics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
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
0
citations
fundno affno abstractunlabeled
IEEE Computational Intelligence Society
2020· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
IEEE IAS Regional Workshops [Chapter News]
Srikanth Pillai
2024· article· en· IEEE Industry Applications Magazine· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
The Role of AI in Employment
Niev Sanghvi, Niel Sanghvi, Naman Sanghvi, Anish Porwal, Nellay Rawalh, Shubham Patil +1 more
2024· article· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Role of AI in Employment
Niev Sanghvi, Niel Sanghvi, Naman Sanghvi, Anish Porwal, Nellay Rawalh, Shubham Patil +1 more
2024· article· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Magnetotelluric Transfer Functions
2017· other· en· NSF Seismological Facility for the Advancement of Geoscience (SAGE)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Floata 2
2017· other· en· VIURRSpace (Vancouver Island University)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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