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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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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.

affaffiliation
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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 6 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Transportation and Power Grid in Smart Cities
Hussein T. Mouftah, Melike Erol‐Kantarci, Mubashir Husain Rehmani
2018· book· en· Engineering
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Smart Electrification of Rural Bangladesh Through Smart Grids
Dhrupad Debnath, Abdul Hasib Siddique, Mehedi Hasan, Fahim Faisal, Asif Karim, Sami Azam +1 more
2021· book-chapter· en· Lecture notes on data engineering and communications technologies· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
aboutno affunlabeled
Distribution Pricing: Are We Ready for the Smart Grid?
Furong Li, J. W. Marangon-Lima, Hugh Rudnick, Luana Medeiros Marangon-Lima, Narayana Prasad Padhy, Gert Brunekreeft +2 more
2015· article· en· IEEE Power and Energy Magazine· Engineering
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Modeling Residential Energy Consumption
Roya Gholami, Rohit Nishant, Ali Emrouznejad
2021· article· en· Journal of Global Information Management· Engineering
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Heuristics-Based Detection of Abnormal Energy Consumption
Ankur Sial, Amarjeet Singh, Aniket Mahanti, Mingwei Gong
2018· book-chapter· en· Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations

How this was built: Screen · Findings · About