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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 38 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
Transforming transport
2010· article· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Director of Studies
2007· article· en· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canadian Oil Sands Industry
2007· article· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
TO ALL STAKEHOLDERS
2004· article· en· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Bringing the earth to life
Glenn Dolphin
2020· article· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Toward A New Resilience
Wanglin Yan, W. H. Galloway
2024· book-chapter· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Blue sky thinking in energy storage
Myles McCormick
2017· article· en· Industrial Minerals· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Closing the Gap: A Global Perspective [Slides]
Cammy Booth, Luca Corradi, Myrtle Dawes, Ana Pires de Almeida, Jason Paterson, Rebecca Allison +64 more
2022· report· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Planning
2006· article· en· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
The concept of energy transition
2017· book-chapter· en· Jagiellonian University Repository (Jagiellonian University)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
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