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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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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
Evidence
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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 25 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. 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.

aboutno affunlabeled
Boom and bust
Marlee McGuire
2017· article· en· Medicine Anthropology Theory· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Discovering Natural Assets
Paul Collier
2010· book-chapter· en· Oxford University Press eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Are We Running Out of Exhaustible Resources?
Felix Pretis, Cameron Hepburn, Alexander Pfeiffer, Alexander Teytelboym
2023· article· en· SSRN Electronic Journal· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Preface
2013· book-chapter· en· McGill-Queen's University Press eBooks· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Nuclear Energy
İbrahim Dinçer, Calin Zamfirescu
2011· book-chapter· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Strategic Upstream R&D Collaboration
Howie Dingle
2002· article· en· Journal of Canadian Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Energy and Society
R. A. Dunlap
2024· book-chapter· en· Synthesis lectures on renewable energy technologies· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2022· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Comments: Help Wanted
John Donnelly
2005· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Energy
R. B. Jordan
2024· book-chapter· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Climate Change as Apocalypse
Gerbern S. Oegema
2020· article· en· Journal of the Council for Research on Religion· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(94)91632-2
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Comments: The Long-Term View
John Donnelly
2009· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Polarization, oil and gas
Rafael Aguirre, Stephen Bird, Brendan Frank, Monica Gattinger
2020· article· en· uO Research (University of Ottawa)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Brave the Future: The Road Ahead
Daniel Hoornweg
2025· book-chapter· en· Advances in 21st century human settlements· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Future energy directions
Canan Acar, İbrahim Dinçer
2024· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Trailer economy considerations
Tom Berg
2009· article· en· Heavy duty trucking· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)87264-4
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Comments: Weathering the Recession
John Donnelly
2009· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
0
citations
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