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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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Environmental Science & Policy
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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.

173 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.
173 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 173 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 173 of 173 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Governance across the land-sea interface: A systematic review
Jeremy Pittman, Derek Armitage
2016· review· en· Environmental Science & Policy· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
131
citations
fundno affno abstractunlabeled
REDD+ policy strategy in Cameroon: Actors, institutions and governance
Olufunso A. Somorin, I.J. Visseren-Hamakers, Bas Arts, Dénis Sonwa, A.M. Tiani
2013· article· en· Environmental Science & Policy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
100
citations
afffundno abstractunlabeled
Climate change adaptation in the Sahel
Terence Épule Épule, James D. Ford, Shuaib Lwasa, Laurent Lepage
2017· article· en· Environmental Science & Policy· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Fertile ground? Options for a science–policy platform for land
Richard J. Thomas, Mariam Akhtar‐Schuster, Lindsay C. Stringer, María José Marqués, Richard Escadafal, Elena M. Abraham +1 more
2012· article· en· Environmental Science & Policy· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
59
citations
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How this was built: Screen · Findings · About