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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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Rhetoric and Communication Studies
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Abstract
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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.

667 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.
667 works in the cohort · of 4,299,418page 3 of 14

Labels cover 2 of 667 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 667 of 667 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
On Building Communities, Not Audiences
Natalie Álvarez
2014· article· en· Canadian Theatre Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
America's Descent into Madness
Henry A. Giroux
2014· article· en· Policy Futures in Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
The Rhetoric of Self-Ownership
Torrey Shanks
2018· article· en· Political Theory· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Rhetorical criticism as limit work
M. Lane Bruner
2002· article· en· Western Journal of Communication· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Dialogue, discourse, disjunctures
Minelle Mahtani, D. Michael Shafer
2018· article· en· Dialogues in Human Geography· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Out of the Space of Reasons
Christopher W. Tindale
2011· article· en· Pragmatics & Cognition· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Violence and the Radical Imagination
Rob Breton
2011· article· en· Victorian periodicals review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
Argument by Anecdote
Christopher J. Oldenburg, Michael Leff
2009· article· en· Scholarship at UWindsor (University of Windsor)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Introduction: Adversariality in Argument
Katharina Stevens, John Casey
2021· article· en· Topoi· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
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