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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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Energy and Environment Impacts
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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.

1,063 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.
1,063 works in the cohort · of 4,299,418page 6 of 22

Labels cover 4 of 1,063 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 1,063 of 1,063 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Ghana’s energy access journey so far: a review of key strategies
Dramani Bukari, Francis Xavier Dery Tuokuu, Shafic Suleman, Ishmael Ackah, Godwin Apenu
2020· review· en· International Journal of Energy Sector Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affunlabeled
Energy conservation literacy among households in Sub-Sahara Africa
De‐Graft Owusu‐Manu, Rhoda Ansah Quaigrain, David J. Edwards, Mabel Hammond, Mavis Hammond, Chris Roberts
2022· article· en· International Journal of Energy Sector Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affaboutunlabeled
Fueling Resistance
Kate J. Neville
2021· book· en· Oxford University Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Role of Renewable Energy in Sustainable Development
Anand S. Joshi, İbrahim Dinçer, Bale V. Reddy
2009· book-chapter· en· Green energy and technology· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations

How this was built: Screen · Findings · About