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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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Cognitive Radio Networks and Spectrum Sensing
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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.

955 results · 1 filter active ·
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20022025
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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.
955 works in the cohort · of 4,299,418page 3 of 20

Labels cover 1 of 955 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 955 of 955 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cooperative Cognitive Radio Networks: The Complete Spectrum Cycle
Mohamed Ibnkahla
2014· book· en· CERN Document Server (European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
46
citations
affunlabeled
A Secure Spectrum Handoff Mechanism in Cognitive Radio Networks
Geetanjali Rathee, Naveen Jaglan, Sahil Garg, Bong Jun Choi, Kim‐Kwang Raymond Choo
2020· article· en· IEEE Transactions on Cognitive Communications and Networking· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
affunlabeled
Analysis of Hybrid Spectrum Sensing for 5G and 6G Waveforms
Арун Кумар, J. Venkatesh, Нішант Гаур, Mohammed H. Alsharif, Abu Jahid, Raju Kannadasan
2022· article· en· Electronics· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
GUESS
Nabeel Ahmed, David Hadaller, Srinivasan Keshav
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Performance Analysis of Relay-Based Cooperative Spectrum Sensing in Cognitive Radio Networks Over Non-Identical Nakagami-<named-content content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="TeX">$m$</tex-math></inline-formula></named-content> Channels
Sattar Hussain, Xavier Fernando
2014· article· en· IEEE Transactions on Communications· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow
33
citations
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