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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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Microgrid Control and Optimization
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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.

1,919 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.
1,919 works in the cohort · of 4,299,418page 32 of 39

Labels cover 2 of 1,919 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 1,919 of 1,919 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Smart Technologies for Power and Green Energy
Rudra Narayan Dash, Akshay Kumar Rathore, Vinod Khadkikar, Ranjeeta Patel, Manoj Kumar Debnath
2022· book· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Performance improvement of fuel cell and photovoltaic system
Manjunathan Alagarsamy, Neera Chaudhary, S. Kannadhasan, Arulmurugan Loganathan, Raja Manikandan
2023· article· en· Bulletin of Electrical Engineering and Informatics· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
BESS connection impact assessment
Mehrdad Boloorchi, Mehrdad Rostami, Vince Green
2017· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Prescriptive Grid-Tied Inverter Control
Jorge L. Lopez-Sarabia, Jonathan C. Mayo‐Maldonado, G. Escobar, David A. Stone, Dunstano del Puerto-Flores, Yunwei Li
2023· article· en· IEEE Journal of Emerging and Selected Topics in Power Electronics· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Power-flow analysis of microgrids
Gevork B. Gharehpetian, Hamid Reza Baghaee, Masoud M. Shabestary
2021· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Stochastic Power Management in Microgrid with Efficient Energy Storage
Itrat Fatima, Nadeem Javaid, Abdul Wahid, Zunaira Nadeem, Muqqadas Naz, Zahoor Ali Khan
2018· book-chapter· en· Lecture notes on data engineering and communications technologies· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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