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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.

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
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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 8 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affgemma · bibliometricsgpt · bibliometricsmodels split
Energy Efficiency Trends in Petroleum Extraction: A Bibliometric Study
Dauren Yessengaliyev, Yerlan Zhumagaliyev, A. Tazhibayev, Zhomart Bekbossynov, Zhadyrassyn Sarkulova, Gulya Issengaliyeva +4 more
2024· article· en· Energies· Energy
distilled prediction:candidate · bibliometrics+insufficient_payloadconsensus · bibliometrics
6
citations
affno abstractunlabeled
Sustaining Resources for Tomorrow
Jacqueline Stagner, David S.‐K. Ting
2019· book· en· Green energy and technology· Energy
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
affunlabeled
Neither Renewable Nor Reliable
James Eaves, Stephen Eaves
2007· article· en· SSRN Electronic Journal· Energy
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
1.2 Historical Aspects of Energy
İlhami Yıldız, Craig B. MacEachern
2018· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Sustainability assessment of energy systems
Kyrke Gaudreau
2013· dissertation· en· UWSpace (University of Waterloo)· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
aboutno affunlabeled
Energy Capitals: Local Impact, Global Influence
Joseph A. Pratt, Martin V. Melosi, Kathleen A. Brosnan
2014· book· en· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
aboutno affunlabeled
Natural Gas: The Revolution Is Coming
Michael J. Economides, R.E. Oligney, A. S. Demarchos
2001· article· en· Journal of Petroleum Technology· Energy
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
The supply of non‐renewable resources
Julien Daubanes, Pierre Lasserre
2019· article· en· Canadian Journal of Economics/Revue canadienne d économique· Energy
distilled prediction:candidate · noneconsensus · none
6
citations
affaboutunlabeled
How Much Oil You Can Get From CHOPS
Guixin Han, M. Bruno, M.B. Dusseault
2004· article· en· Canadian International Petroleum Conference· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
Re-evaluating the Anthropocene
Simon Dalby
2016· article· en· Antiquity· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
5
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 Microbiology· Energy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
5
citations
aboutno affno abstractunlabeled
PV's falling costs
Joyce Laird
2011· article· en· Renewable energy focus· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Natural Gas: The Green Fuel of the Future
Robert S. Taylor, Peter Tertzakian, Tim Wall, Peter Young, Sheldon Harbinson
2012· article· en· Journal of Canadian Petroleum Technology· Energy
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Biofuel processing in a closed-loop geothermal system
Alireza Darzi, Mohammad Zargartalebi, Mohammad Amin Kazemi, Mohammad Roostaie, Sepehr Saber, Jason Riordon +4 more
2024· article· en· Applied Energy· Energy
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About