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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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Global Energy and Sustainability Research
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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.

2,056 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.
2,056 works in the cohort · of 4,299,418page 6 of 42

Labels cover 5 of 2,056 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 2,056 of 2,056 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Into the mire: A closer look at fossil fuel subsidies
Radoslaw Stefanski
2016· article· en· The School of Public Policy Publications· Energy
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
11
citations
afffundaboutno abstractunlabeled
Can Sea Fog be Inferred from Operational GEM Forecast Fields?
Lorenzo de la Fuente, Yves Delage, Serge Desjardins, Allan W. MacAfee, Garry Pearson, Harold Ritchie
2007· article· en· Pure and Applied Geophysics· Energy
distilled prediction:candidate · noneconsensus · none
11
citations
fundaboutno affunlabeled
The future of the Canadian oil sands
J. Peter Findlay
2016· report· en· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Overshoot
William E. Rees
2023· article· en· The Journal of Population and Sustainability· Energy
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Dual-fluid reactor
A. Huke, G. Ruprecht, Daniel Weißbach, K. Czerski, Stephan Gottlieb, Ahmed Faeq Hussein +1 more
2017· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
aboutno affunlabeled
Energy in Canada
Peter Sinclair
2010· article· en· OUP Catalogue· Energy
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Keeping the Promise - Annual Report 2023
2024· book· en· United Nations Environment Programme eBooks· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
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