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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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Smart Grid Energy Management
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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.

1,506 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.
1,506 works in the cohort · of 4,299,418page 1 of 31

Labels cover 1 of 1,506 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 1,506 of 1,506 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Optimal Operation of Residential Energy Hubs in Smart Grids
Mohammad Chehreghani Bozchalui, Syed Ahsan Hashmi, Hussin Hassen, Claudio A. Cañizares, Kankar Bhattacharya
2012· article· en· IEEE Transactions on Smart Grid· Engineering
machine prediction:candidate · noneconsensus · none
494
citations
affno abstractunlabeled
Peer-to-peer energy trading among smart homes
Muhammad Raisul Alam, Marc St‐Hilaire, Thomas Kunz
2019· article· en· Applied Energy· Engineering
machine prediction:candidate · noneconsensus · none
250
citations
affunlabeled
Optimal Regulation of Virtual Power Plants
Emiliano Dall’Anese, Swaroop S. Guggilam, Andrea Simonetto, Yu Christine Chen, Sairaj V. Dhople
2017· article· en· IEEE Transactions on Power Systems· Engineering
machine prediction:candidate · noneconsensus · none
188
citations
affno abstractunlabeled
A review on virtual power plant for energy management
Hossein Mohammadi Rouzbahani, Hadis Karimipour, Lei Lei
2021· review· en· Sustainable Energy Technologies and Assessments· Engineering
machine prediction:candidate · noneconsensus · none
188
citations
affunlabeled
Smart Home Activities: A Literature Review
Ameena Saad Al‐Sumaiti, Mohammed Hassan Ahmed, M.M.A. Salama
2014· review· en· Electric Power Components and Systems· Engineering
machine prediction:candidate · noneconsensus · none
183
citations
afffundunlabeled
Ten questions concerning energy flexibility in buildings
Rongling Li, Andrew Satchwell, Donal Finn, Toke Haunstrup Christensen, Michaël Kummert, Jérôme Le Dréau +5 more
2022· article· en· Building and Environment· Engineering
machine prediction:candidate · noneconsensus · none
147
citations
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