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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.

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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 17 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.

affvenueunlabeled
« Malthus in, Malthus out? »
Pierre‐André Julien, Christopher Freeman
2009· article· en· L Actualité économique· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Energy Transition and Sustainability
Júlia Seixas, Poul Alberg Østergaard, Rasmus Magni Johannsen, Neven Duić
2021· article· en· VBN Forskningsportal (Aalborg Universitet)· Energy
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
On the energetic boundaries of trophic systems
Serguei Saavedra, Sonia Kéfi, Simon A. Levin, Pablo A. Marquet, Rudolf P. Rohr, Marco Tulio Angulo
2025· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Comments: Unconventional Growth
John Donnelly
2006· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Energy for the Future
Loris Tealdi, Rita Onyige
2007· article· en· The Way Ahead· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
North America
Laurie Collier Hillstrom, Kevin Hillstrom
2003· book· en· ABC-CLIO eBooks· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
CARBON DEMOCRACY: HISTORICIZING FRICTION?
Mark Simpson
2012· article· en· Imaginations Journal of Cross-Cultural Image Studies· Energy
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The end of cheap uranium
Michael Dittmar
2013· preprint· en· The Science of The Total Environment· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
In My Opinion…
Joseph E. Warren
2007· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
E&P Notes (February 2020)
JPT staff
2020· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Sustainable Recovery: Regained Optimism
Kamel Ben-Naceur
2022· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
EISA Section 526: Impacts on DESC Supply
Michael E. Canes, Rachael G Jonassen
2009· article· en· Nature reviews. Neuroscience· Energy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Keystone XL
Marcia McNutt
2014· editorial· en· Science· Energy
machine prediction:candidate · noneconsensus · none
1
citations
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