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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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Ecocriticism and Environmental Literature
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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.

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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.

986 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.
986 works in the cohort · of 4,299,418page 20 of 20

Labels cover 1 of 986 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 986 of 986 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Ed's Tower
James Smith Pierce
2021· article· UND Scholarly Commons (University of North Dakota)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editor’s Note
Christina Gerhardt
2024· article· en· ISLE Interdisciplinary Studies in Literature and Environment· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ed's Tower
James Smith Pierce
2021· article· UND Scholarly Commons (University of North Dakota)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The West End a Novel
2006· article· en· DigiNole (Florida State University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Exiters
2019· dissertation· en· The Atrium (University of Guelph)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
It Flows/Runs Wildly/Crazily
Sadie Beaton
2025· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781552385487.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Colwyn Griffith : Eye Candy 3
Robert Evans
2003· book· en· E-Artexte (Artexte)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
DNA Lounge Live: Blessthefall (2014-05-11)
2014· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundno abstractunlabeled
Chrysalis
Catherine Proulx
2021· article· en· Intensive Care Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
“Not the End”
Kyveli Mavrokordopoulou
2024· article· en· Open MIND· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Kapak-İçindekiler
2014· article· tr· DergiPark (Istanbul University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ephemeral Coast, S. Wales
2014· book· en· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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