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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
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 19 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.

venueno affno abstractunlabeled
10.1016/s0967-0653(98)86479-x
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)81676-1
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Fossil Fuels Divestment: Is It Lawful?
Benjamin J. Richardson
2016· article· en· eCite Digital Repository (University of Tasmania)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
The Supply of Alberta Crude Oil
2014· book-chapter· en· University of Calgary Press eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2019· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
KSB Group, Germany
2014· article· en· Pump Industry Analyst· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2019· article· en· Oil and Energy Trends· 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
aboutno affunlabeled
Oil Demand and Stocks
2022· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)80253-w
2000· article· en· Time to knit· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Folks, facts, orgs ...
Neil McNaughton
2015· article· en· Oil IT Journal.· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2019· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2019· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Oil Demand and Stocks
2021· article· en· Oil and Energy Trends· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
North American Natural Gas Demand Pathways
Peter H. Howard, Kevin Petak, Zoey Walden
2013· article· en· Industry Meets Government: Impact on Energy Use & Development,32nd USAEE/IAEE North American Conference,July 28-31, 2013· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Business Roundup
2024· article· en· C&EN Global Enterprise· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Risk and Reward: Climate Change and SPE
Janeen Judah
2017· article· en· Journal of Petroleum Technology· 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
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