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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
fundfunder
venuejournal
aboutaboutness

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 12 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.

affunlabeled
Natural Gas: The Green Fuel of the Future
Robert S. Taylor, Peter Tertzakian, Tim Wall, Julie Wilkinson, Michael D. Graham, P. J. Young +1 more
2010· article· en· Canadian Unconventional Resources and International Petroleum Conference· Energy
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Microbial solutions must be deployed against climate catastrophe
Raquel S. Peixoto, Christian R. Voolstra, Lisa Y. Stein, Philip Hugenholtz, Joana Falcão Salles, Shady A. Amin +12 more
2024· review· en· Nature Reviews Earth & Environment· Energy
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Global Pollution: How Much Is Too Much?
J. T. Trevors, Milton H. Saier
2009· article· en· Water Air & Soil Pollution· Energy
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Sectoral exergy analysis
İbrahim Dinçer, Marc A. Rosen
2020· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
2
citations
venueaboutno affunlabeled
La lutte antinucéaire au Canada
Ronald Babin
2002· article· fr· Sociologie et sociétés· Energy
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Fish
U. Rashid Sumaila, Daniel Pauly
2020· book-chapter· en· Open Book Publishers· Energy
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Ideas That Work
W. D. Turner, Steven Parker
2014· article· en· Energy Engineering· Energy
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
The geometry of property
Yael R. Lifshitz
2020· article· en· University of Toronto Law Journal· Energy
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Reserves Growth: Enigma, Expectation or Fact?
Dennis Beliveau, Richard Baker
2003· article· en· Proceedings of SPE Annual Technical Conference and Exhibition· Energy
machine prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Congestive heart failure
Xuan Zhao
2019· article· en· Canadian Medical Education Journal· Energy
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
East Meets West in the Canadian Oil Sands
Mark J. Kasoff
2007· article· en· The American Review of Canadian Studies· Energy
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Push for a 'Global Commons' Theory
Kishore Kumar
2013· article· en· INDIAN FOREIGN AFFAIRS JOURNAL· Energy
machine prediction:candidate · noneconsensus · none
2
citations
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