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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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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
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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.

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 4 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.

venueno affunlabeled
Design and Implementation of a WiFi-Enabled Home Automation System
Oluwabukola F. Ajayi, Aaron Afan Izang, Chizitere Favour Osuji, Chukwuebuka Timothy Umeozo, Tamunotonye Albert-Sogules
2023· article· fr· Journal Européen des Systèmes Automatisés· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Handheld Controller Device
Damien Brun, Charles Gouin-Vallerand, Sébastien George
2020· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Design and Development of an IoT-Based Room Cleaning Robot
Fahreza Yudhistira, Akim Manaor Hara Pardede, Husnul Khair
2025· article· Journal of Artificial Intelligence and Engineering Applications (JAIEA)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Arduino-Based Robotic Arm Controlled via Bluetooth
Someet Singh, Anurag Sharma, Praveen Kumar Malik, Anshul Mahajan, Gopal Krishna, Jaypal Lande
2025· article· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
I<scp>NFLUENCE OF A</scp>N<scp>EW</scp>P<scp>ROVINCE-WIDE</scp>T<scp>RAUMA</scp>S<scp>YSTEM ON</scp>M<scp>OTOR</scp>V<scp>EHICLE</scp>T<scp>RAUMA</scp>C<scp>ARE AND</scp>O<scp>UTCOMES</scp>
John M. Tallon, Deshayne B. Fell, Stacy Ackroyd‐Stolarz, David Petrie
2004· article· en· Prehospital Emergency Care· Engineering
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad+sts+research_integrity
0
citations
affunlabeled
Build Your Teacher Bots
Patrick Parra Pennefather
2024· book-chapter· en· Design Thinking· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Design and Build Running Text Controls Using IoT
Ade Syahputra, Achmad Fauzi, Milli Alfhi Syari
2024· article· en· Journal of Artificial Intelligence and Engineering Applications (JAIEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
A Solar-powered IoT-based Control and Monitoring System for a SmartBin
Munirah Aldossary, Fadia El Hamami, Lamya AL Qahtani, Ahmed Abul Hussain
2023· article· en· Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
REAL TIME TEMPERATURE AND HUMIDITY MONITORING SYSTEM
V Sandyarani, K. Shashikala, Saloni Jangid, S Suman, Pratik Toruskar, T Devi.
2025· article· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Monitoring Station
Sonja Ruth Greckol
2023· book· en· University of Alberta Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Smart Tenant and Cashless Rent Payment System
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Smart Tenant and Cashless Rent Payment System
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About