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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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Environmental Education and Sustainability
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,572 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.
1,572 works in the cohort · of 4,299,418page 7 of 32

Labels cover 1 of 1,572 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 1,572 of 1,572 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
Recalibrating the Anthropocene
David Maggs, John Robinson
2016· article· en· Environmental Philosophy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
affno abstractunlabeled
In response
Lyle K. Grant
2011· article· en· The Behavior Analyst· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
aboutno affunlabeled
The theory of sustainability values and travel behavior
Ercan Sirakaya-Turk, Omid Oshriyeh, Ali İskender, Haywantee Ramkissoon, Haylee Uecker Mercado
2023· article· en· International Journal of Contemporary Hospitality Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Exposure and connectedness to natural environments: An examination of the measurement invariance of the Nature Exposure Scale (NES) and Connectedness to Nature Scale (CNS) across 65 nations, 40 languages, gender identities, and age groups
Viren Swami, Mathew P. White, Ulrich S. Tran, Toivo Aavik, Hamed Abdollahpour Ranjbar, Sulaiman Olanrewaju Adebayo +246 more
2024· article· en· Journal of Environmental Psychology· Environmental Science
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
The Need for Human Factors in the Sustainability Domain
Scott A.C. Flemming, Antony Hilliard, Greg A. Jamieson
2008· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Environmental Science
distilled prediction:candidate · stsconsensus · none
29
citations
afffundunlabeled
Environmental Stewardship: A Conceptual Review and Analytical Framework
Nathan Bennett, Tara Sayuri Whitty, Elena M. Finkbeiner, Jeremy Pittman, Hannah R. Bassett, Stefan Gelcich +1 more
2018· review· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations

How this was built: Screen · Findings · About