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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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Energy Efficient Wireless Sensor Networks
Retraction
Abstract
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Label agreement
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,561 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,561 works in the cohort · of 4,299,418page 23 of 32

Labels cover 1 of 1,561 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 1,561 of 1,561 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
State-oriented programming for TinyOS
Siarhei Smolau, Ronald Beaubrun
2007· article· en· Summer Computer Simulation Conference· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affaboutunlabeled
Cooperative communications and sensing
Qilian Liang, Victor C. M. Leung, Weixiao Meng, Fumiyuki Adachi
2014· article· en· Wireless Communications and Mobile Computing· Computer Science
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
TRP: Tunneling Routing Protocol for WSNs
Mariam Akbar, Nadeem Javaid, Sidrah Yousaf, Ayesha Khan, Zahoor Ali Khan, U. Qasim +1 more
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
To Monitor or Not
Chenhe Li, Jun Li, Mehdi Jafarizadeh, Ghada Badawy, Rong Zheng
2018· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Programmable Re-tasking of Wireless Sensor Networks Using WISEMAN
S. Gonzalez, Min Chen, Huasong Cao, Victor C. M. Leung
2010· book-chapter· en· Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Data Reduction Techniques in Wireless Sensor Networks with AI
Gagan Deep Arora, Navdeep Kumar Chopra, N. Gopinath, Sathish Kumar Ravichandran, M. Kalyan Chakravarthi, Durgaprasad Gangodkar
2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Ad hoc wireless network implementing BEE-LEACH
Арун Кумар, Sumit Chakravarthy, Нішант Гаур, Aziz Nanthaamornphong
2024· article· en· International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
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