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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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International Review of Scottish Studies
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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
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.

390 results · 1 filter active ·
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20072025
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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.
390 works in the cohort · of 4,299,418page 7 of 8

Labels cover 0 of 390 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 390 of 390 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.

affvenueno abstractunlabeled
Sonic Littorals of <i>The Outrun</i> (2024)
Bridget Baldwin, Magdalina El-Masry, Morgan Martin
2025· article· en· International Review of Scottish Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Surveying Scottish Studies in Canada
Elizabeth Ewan, Heather Parker
2009· article· en· International Review of Scottish Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Vol. 1.1 Front Matter
Scottish Tradition
2008· article· en· International Review of Scottish Studies· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Front Matter Vol. 17
Scottish Tradition
2008· paratext· en· International Review of Scottish Studies· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Front Matter Volume 18
Scottish Tradition
2008· paratext· en· International Review of Scottish Studies· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
Vol. 1.2 Front Matter
Scottish Tradition
2008· article· en· International Review of Scottish Studies· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueaboutno affno abstractunlabeled
Sir Walter Scott and Early Canadian Novels
Elizabeth Waterston
2008· article· en· International Review of Scottish Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Front Matter Vol. 15
Scottish Tradition
2008· paratext· en· International Review of Scottish Studies· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Greetings from Scotland:
Kevin J. James, Melissa McAfee, Aritra Bhattacharjee, Alexandra Kurceba, Ainsley Robertson
2020· article· en· International Review of Scottish Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
In Memory of Stanford Reid
Elizabeth Ewan
2008· article· en· International Review of Scottish Studies· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations

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