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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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ISLE Interdisciplinary Studies in Literature and Environment
Topic
Retraction
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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
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aboutaboutness

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

31 results · 1 filter active ·
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20022025
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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.
31 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 31 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 31 of 31 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Romanticism and the Materiality of Nature
Steven C. Hess
2003· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Environmental Science
distilled prediction:candidate · stsconsensus · none
15
citations
aboutno affunlabeled
Wild Nights: Nature Returns to the City
Clémentine Koch
2003· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
<i>A Resonant Ecology</i> . By Max Ritts
John Shiga
2025· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Editor’s Note
Christina Gerhardt
2024· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
R.M. Patterson: a Life of Great Adventure
Don Scheese
2002· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Songs of William Blake
Ian P. G. Marshall
2008· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
On the Origin of Species
G. A. Love
2004· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations

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