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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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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
aboutaboutness

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 6 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.

affunlabeled
Linguistic Pragmatics
François Cooren
2008· other· en· The International Encyclopedia of Communication· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
fundno affunlabeled
Electrons Are Cheap; Society Is Dear
Charles Bazerman
2011· book-chapter· en· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
fundno affunlabeled
Multimodality, Meaning, and Institutions
Markus A. Höllerer, Thibault Daudigeos, Dennis Jancsary
2017· book· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
Generic Structure of Research Article Abstracts
Dong Hai-lin, Huan Xue
2010· article· en· Cross-cultural communication· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
Dislimiting second language writing
Ryūko Kubota
2013· article· en· Journal of Second Language Writing· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affaboutunlabeled
Disciplinary registers in a first-year program
Alfredo A. Ferreira, Sandra Zappa‐Hollman
2019· article· en· Language Context and Text The Social Semiotics Forum· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
9
citations
venueno affunlabeled
Insights into CDA: Socio-cognitive Cultural Approach
Nidaa Hussain Fahmi Al-Khazraji
2017· article· en· International Journal of English Linguistics· Arts and Humanities
distilled prediction:candidate · metaresearchconsensus · none
9
citations
affunlabeled
Whatever floats your boat
Patrick Duffley, Pierre Larrivée
2020· article· en· International Review of Pragmatics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affvenueaboutunlabeled
Statement on Writing Centres and Staffing
Roger Graves
2016· article· en· Discourse and Writing/Rédactologie· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
9
citations
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