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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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Integrated Energy Systems Optimization
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Abstract
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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.

797 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.
797 works in the cohort · of 4,299,418page 10 of 16

Labels cover 2 of 797 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 797 of 797 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Guidebook for the Digitalisation of District Heating: Transforming Heat Networks for a Sustainable Future, Final Report of DHC Annex TS4:Optimised Operation and Maintenance of District Heating and Cooling systems via Digital Process Management
Oliver Antoni, Roland Bavière, Markus Blesl, Martin Brüssau, Christian Holm Christiansen, Jakob Fester +30 more
2023· report· en· Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundno abstractunlabeled
Special Issue ELECTRIMACS 2024 ENERGY – Modelling and computational simulation of electrical systems, energy storage technologies, microgrids, hydrogen systems, & optimization and forecasting of renewable systems’ operation
Héctor Beltrán, Emanuèle Ogliari, João Pedro F. Trovão, Mohamed Wissem Naouar, Walter Zamboni
2025· article· en· Mathematics and Computers in Simulation· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
A Global Electricity Transmission Database for Energy System Modelling
Maarten Brinkerink, Gordon F. Sherman, Simone Osei-Owusu, Reema Mohanty, Aman Shah Abdul Majid, Trevor Barnes +3 more
2024· preprint· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
aboutno affunlabeled
Squash Bug
2008· article· en· Digital Commons - USU (Utah State University)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Preface
N. M Mian, Y. Zuo
2023· article· nl· E3S Web of Conferences· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
University of Guelph (External organisation)
2022· other· en· Socio-Environmental Systems Modeling· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
LoadPriceWindAB2006to2015.xlsx
Jun Duan
2016· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Upper Quarter Y Balance Test
2017· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About