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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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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 28 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
Preface
Robert L. Evans
2012· book-chapter· en· Cambridge University Press eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)94744-2
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Comments: The Long-Term Outlook
John Donnelly
2013· article· en· Journal of Petroleum Technology· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Oil Topography: Weaving the World of Oil
Tomas Borsa, Ruth Beer
2022· article· en· Imaginations Journal of Cross-Cultural Image Studies· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The New Conventional
Ganesh Thakur
2012· article· en· The Way Ahead· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Climate's seven deadly sinners
Kate Ravilious
2014· article· en· The New Scientist· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
New Century Fuels and Their Uses
2024· other· Alternative Energy· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Energy Conservation
İbrahim Dinçer, Calin Zamfirescu
2011· book-chapter· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91471-4
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2022· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Introduction: CEE 50
Alexa Woloshyn
2021· article· en· Intersections Canadian Journal of Music· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)91657-x
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Oil and Energy Trends
2014· paratext· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
McGill, Fiona
2024· other· en· Research Portal (King's College London)· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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