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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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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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venuejournal
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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 2 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
How severe space weather can disrupt global supply chains
Hagen Schulte in den Bäumen, Daniel Moran, Manfred Lenzen, Iver H. Cairns, Albert E. Steenge
2014· article· en· Natural hazards and earth system sciences· Energy
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
Climate change and the oil industry
Jon Birger Skjærseth, Tora Skodvin
2018· book· en· Manchester University Press eBooks· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
70
citations
affunlabeled
Why nations lead or lag in energy transitions
Jonas Meckling, Phillip Y. Lipscy, Jared Finnegan, Florence Metz
2022· article· en· Science· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
66
citations
affno abstractunlabeled
The Energy-emissions Trap
Martin R. Sers, Peter A. Victor
2018· article· en· Ecological Economics· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
62
citations
venueno affunlabeled
Straits, Passages and Chokepoints
Jean‐Paul Rodrigue
2005· article· en· Cahiers de géographie du Québec· Energy
distilled prediction:candidate · noneconsensus · none
61
citations
affvenueunlabeled
Viewpoint: Sustainability: Malthus revisited?
James A. Brander
2007· article· en· Canadian Journal of Economics/Revue canadienne d économique· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
61
citations
affunlabeled
What is macroecology?
Sally A. Keith, Katrin Böhning‐Gaese, Sean R. Connolly, Nicholas K. Dulvy, Felix Eigenbrod, Kate E. Jones +4 more
2012· article· en· Biology Letters· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
affaboutno abstractunlabeled
The Alberta oil sands and climate
Neil C. Swart, Andrew J. Weaver
2012· article· en· Nature Climate Change· Energy
distilled prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
Exergy, environment, and sustainable development
İbrahim Dinçer, Marc A. Rosen
2020· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
51
citations
aboutno affunlabeled
Time Series EROI for Canadian Oil and Gas
Alexandre Poisson, Charles Cuthbert Hall
2013· article· en· Energies· Energy
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Not All About Consumption
Debra J. Davidson, Jeffrey Andrews
2013· article· en· Science· Energy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
45
citations
venueno affunlabeled
Biofuels Production in Nigeria: The Policy and Public Opinions
Ahmad Galadima, Zaharaddeen N. Garba, Mansur B. Ibrahim, M.N. Almustapha, Luter Leke, Ibrahim Adam
2011· article· en· Journal of Sustainable Development· Energy
distilled prediction:candidate · noneconsensus · none
44
citations

How this was built: Screen · Findings · About