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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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Discourse Analysis in Language Studies
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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
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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.

1,317 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.
1,317 works in the cohort · of 4,299,418page 26 of 27

Labels cover 0 of 1,317 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 1,317 of 1,317 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
figureA3a.pdf
Ludovic Rheault, Christopher Cochrane
2019· dataset· de· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
National Features of Discourse: A Systematic Review
Kulzat Sadirova, Guldana Nauryzbaikyzy, Aigul Imangazina, Aigul Aitbenbetova
2025· article· en· World Journal of English Language· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
A Cautionary Tale about a Writing Course for Schools
Kelly Peake, Sally Mitchell
2015· book-chapter· en· The WAC Clearinghouse; Parlor Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Coherence: Keeping the Reader on Track
Lorelei Lingard, Christopher Watling
2021· book-chapter· en· Innovation and change in professional education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
cp_senate200.trainables.syn1neg.npy
Ludovic Rheault, Christopher Cochrane
2019· dataset· ca· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
questions-words.txt
Ludovic Rheault, Christopher Cochrane
2019· dataset· en· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
How to Handle Questions
Itai Cohen, Melanie Dreyer-Lude
2019· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Vancouver referencing style
Richard Pears, Graham Shields
2016· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Interview with John Paterson
John Paterson, Anna Quon
2010· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A CRITICAL DISCOURSE ANALYSIS
2014· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OA and public intellectuals
Peter Suber
2008· preprint· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Academics Writing for a Broader Public Audience
Phillip Vannini, Sarah L. Abbott
2019· reference-entry· en· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About