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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.

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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IoT-based Smart Home Systems
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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.

288 results · 1 filter active ·
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20002025
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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.
288 works in the cohort · of 4,299,418page 5 of 6

Labels cover 0 of 288 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 288 of 288 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
AN AFFORDABLE HOME ALARM SYSTEM USING ARDUINO MICROCONTROLLERS
James Holekamp, Clayton Vesely, Jeremy L. England, Iftekhar Basith
2023· article· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
A Smart Homes Concept for Transitional Apartments
Cheryl Forchuk, Abraham Rudnick, Deborah Corring, Puneet Seth, Elisabeth Van Bussel, Naghmeh Mokhber +4 more
2018· article· en· Sigma's 29th International Nursing Research Congress· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
IoT Based Smart Home Automation
Md Abul Bashar Sarkar
2025· preprint· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
Design and fabrication of library management bot
T Vignesh, V.S. Senthil Kumar, Sathiabalan Murugan, D. Helan Jemima, A Dheeraj, R. Saran Sarvesh
2025· article· en· AIP conference proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Desktop Bot using Voice Recognition
Sankaran Sivaramakrishnan, Aastha Bhardwaj, Abhinav Kumar
2024· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Home Automation And Optimizations
Haris Barki
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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