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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
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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.

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 21 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.

afffundunlabeled
Zoning and Relaying-Based MAC Protocol With RF Recharging
Mohammad Shahnoor Islam Khan, Jelena Mišić, Vojislav B. Mišić
2016· article· en· IEEE Transactions on Vehicular Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Efficient and Density-Aware Routing for Wireless Sensor Networks
Ting Wang, Shuang Hao, Ping Wang, Gang Peng
2006· article· en· Proceedings/Proceedings - International Conference on Computer Communications and Networks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Scalable Ubiquitous Data Access in Clustered Sensor Networks
Yueh‐Hua Lee, Alex Thomo, Kui Wu, Valerie King
2008· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
3
citations
affunlabeled
LOGR
Mauricio Bertanha, Richard W. Pazzi
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
IP2P K-means: an efficient method for data clustering on sensor networks
Peyman Mirhadi, Sajjad Zandinia, Azadeh Goodarzipour, Siamak Salimi, Hossein Goodarzipour
2013· article· en· Management Science Letters· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
3
citations
affno abstractunlabeled
Dynamic Sink Placement in Wireless Sensor Networks
Parisa D. Hossein Zadeh, Christian Schlegel, M.H. MacGregor
2010· book-chapter· en· Communications in computer and information science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
DEVELOP A GIS-BASED CONTEXT-AWARE SENSOR NETWORK DEPLOYMENT ALGORITHM TO OPTIMIZE SENSOR COVERAGE IN AN URBAN AREA
Meysam Argany, Mir Abolfazl Mostafavi
2018· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
3
citations
venueno affunlabeled
Dynamic Low Power Clustering Strategy in MWSN
Iman Ameer Ahmad, Muna Mohammed Jawad Al-Nayar, Ali M. Mahmood
2023· article· en· Mathematical Modelling and Engineering Problems· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
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