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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
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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 12 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.

affunlabeled
Making Rhetoric Risky for Democracy
Torrey Shanks
2024· article· en· The Review of Politics· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ethics, Media, and Reasoning
Mahmoud M. A. Eid
2014· book-chapter· en· IGI Global eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Cable to Shrink the Earth
Robert O. Woods
2011· article· en· Mechanical Engineering· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Shaping the Adversary Culture
Richard Gaskins
2001· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Sound Tactics
Gabrijela Kišiček
2025· article· en· Informal Logic· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Hazard Adams's "Insiders and Outsiders"
Hazard Adams, Ernst Behler, Hendrik Birus, Jacques Derrida, Wolfgang Iser, Murray Krieger +5 more
2019· article· en· Surfaces· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
White Lie of Persuasive Communication
Jaime Bergum
2021· article· en· MacEwan University Student eJournal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Rhetoric and Science
Peter Walmsley
2014· reference-entry· en· Oxford University Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Editor’s Introduction
Alexander Mugar Klein
2022· book-chapter· en· Oxford University Press eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Green Organizing in Austin, Texas
Curtis D. Hirsh
2003· article· en· Ethnologies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Lost Conversations: Pirates and Authoritative Discourse
Noel Chevalier, Manushag N. Powell
2025· article· en· Indiana Magazine of History (Indiana University)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Animal Rhetorics
Jeremy Gordon
2023· reference-entry· en· Oxford Research Encyclopedia of Communication· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Brian Massumi and Communication Studies
Marnie Ritchie
2018· reference-entry· en· Oxford Research Encyclopedia of Communication· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
0
citations
aboutno affunlabeled
Jonathan Mayhew: Two Discourses
2021· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
“My Business is to Love”
Judith Scholes
2022· book-chapter· en· Oxford University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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