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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 Philosophy and Ethics
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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.

491 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.
491 works in the cohort · of 4,299,418page 1 of 10

Labels cover 1 of 491 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 491 of 491 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Rewilding complex ecosystems
2019· review· en· Science· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
640
citations
affunlabeled
Ecology, Conservation, and Public Policy
2001· article· en· Annual Review of Ecology and Systematics· Environmental Science
distilled prediction:candidate · noneconsensus · none
325
citations
affunlabeled
Guiding principles for rewilding
2021· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
258
citations
affunlabeled
Novel and designed ecosystems
2016· article· en· Restoration Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
112
citations
affunlabeled
Adorno on Nature
2011· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
93
citations
venueno affno abstractunlabeled
Ecology Without Nature
2008· article· en· Environmental Philosophy· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
73
citations
affunlabeled
The pace of modern life, revisited
2021· article· en· Molecular Ecology· Environmental Science
distilled prediction:candidate · noneconsensus · none
46
citations
aboutno affunlabeled
Beyond Labels
2002· article· en· Journal of Planning Education and Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affvenueaboutunlabeled
The Canadian Forest School Movement
2013· article· en· LEARNing Landscapes· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
afffundaboutgemma · metaresearchgpt · metaresearch+research_integritymodels split
Towards Improving the Ethics of Ecological Research
2014· article· en· Science and Engineering Ethics· Environmental Science
distilled prediction:candidate · sts+research_integrityconsensus · none
31
citations
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