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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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Rhetoric and Communication 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.

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 13 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.

affvenueaboutunlabeled
Public Event: Stream Sessions
Christine Rose Ackerley
2017· article· en· Stream Interdisciplinary Journal of Communication· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
<scp>C</scp>arey,<scp>J</scp>ames
Jeremy Packer
2016· other· en· The International Encyclopedia of Communication Theory and Philosophy· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Lecture 6: Contemporary Research in Rhetoric/Persuasion
Gary McCarron
2021· article· fr· Scholarly and Research Communication· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · sts
0
citations
affunlabeled
A Figure of Speech
2025· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Colorblindness in the Public Consciousness
Matthew F. Giles
2016· article· en· Intersections conference journal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Correction
2021· article· en· The Journal of Environmental Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Lenny’s Epiphany
Finis Dunaway
2021· book-chapter· en· University of North Carolina Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Nietzsche’s Mad Eloquence
Ian E. J. Hill
2023· article· en· Journal for the History of Rhetoric· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Maps of Meaning: Interview with Dr. Jordan Peterson
Pedro Jung Tavares, Ismael Alberto Schonhorst, Ana Júlia Batista Galvan
2017· article· en· Interfaces Brasil/Canadá· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Figuring Reconciliation: Dancing With the Enemy
Jane Sutton, Nkanyiso Mpofu
2007· article· en· Windsor Yearbook of Access to Justice· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Glossary of Rhetorical Figures
Lynne Magnusson, David Schalkwyk
2019· other· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Searching for Authority
Richard Hertz
2012· article· en· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Citizenship in the “Homeland”
Deborah Cowen, Emily Gilbert
2024· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conclusion: Post-Truth About the War
Антон Олейник
2024· book-chapter· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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