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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 approaches to politics, society and culture
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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
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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.

14 results · 1 filter active ·
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20032022
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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.
14 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 14 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 14 of 14 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Discourse and Silencing
2003· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · sts
88
citations
affunlabeled
Editorials and the Power of Media
Élisabeth Le
2010· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · stsconsensus · none
73
citations
affunlabeled
The Spiral of ‘Anti-Other Rhetoric’
Élisabeth Le
2006· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
48
citations
aboutno affunlabeled
The Qualitative Analysis of Political Documents
Jared J. Wesley
2014· book-chapter· en· Discourse approaches to politics, society and culture· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
41
citations
aboutno affunlabeled
Identity Struggles
2017· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
32
citations
aboutno affunlabeled
The Social Construction of SARS
2008· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · stsconsensus · sts
24
citations
affunlabeled
Text to Ideology or Text to Party Status?
Graeme Hirst, Yaroslav Riabinin, Jory Graham, Magali Boizot-Roche, Colin Morris
2014· book-chapter· en· Discourse approaches to politics, society and culture· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affunlabeled
Degrees of European belonging
Élisabeth Le
2020· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
aboutno affunlabeled
Constructing masculine work identity through narrative
Stella Advani
2011· book-chapter· en· Discourse approaches to politics, society and culture· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · research_integrity
0
citations
affaboutunlabeled
A kind of work
Maria I. Medved, Jens Brockmeier
2017· book-chapter· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
Chapter 3. French institutional issues and Le Monde
Élisabeth Le
2010· book-chapter· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
0
citations

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