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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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Media, Communication, and Education
Retraction
Abstract
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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.

487 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.
487 works in the cohort · of 4,299,418page 4 of 10

Labels cover 0 of 487 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 487 of 487 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
The Interological Turn in Media Ecology
Peter Zhang, Eric McLuhan
2016· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Marshall McLuhan and the Book: A Reconsideration
Wayne J. Urban
2004· article· en· Historical Studies in Education / Revue d histoire de l éducation· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
fundno affunlabeled
A labor theoretic approach to information retrieval
Julian Warner
2008· article· en· Journal of the American Society for Information Science and Technology· Social Sciences
distilled prediction:candidate · stsconsensus · sts
2
citations
venueno affunlabeled
Timely Reading
Sarah Bro Trasmundi, Anne Mangen, Lydia Kokkola
2025· article· en· Language and Literacy· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Voices from Beyond
Barbara Crow, Michael Longford, Kim Sawchuk, Andrea Zeffiro
2008· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
The Organizational Meaning of Research
Marco Adria, Patricia Boechler
2004· article· en· Canadian Journal of University Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Alphabets and the principle of least effort
2006· article· en· HOPE (Hauptbibliothek Open Publishing Environment) (University of Zurich)· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
An Academic Obituary of Eric McLuhan
Robert K. Logan
2018· article· en· Philosophies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Marshall Mcluhan and Higher Music Education
Glen Carruthers
2018· article· en· Intersections Canadian Journal of Music· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
The Mythology of McLuhan
Wayne DeFehr
2010· article· en· English studies in Canada· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Beck’s Song Reader: An Unbound Music Book
Kate Maxwell
2016· article· en· Mémoires du livre· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
McLuhan, Marshall
James Stanlaw
2020· other· en· The International Encyclopedia of Linguistic Anthropology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundvenueaboutunlabeled
Out of Bounds: The Message is the Medium
Patrick Rafferty
2004· article· en· Journal of Prisoners on Prisons· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Communication Theory
Steve Bailey
2017· other· en· The Wiley-Blackwell Encyclopedia of Social Theory· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
1
citations
affvenueno abstractunlabeled
The Rashomon Effect and Communication Studies
Michael Dorland
2016· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
venueno affno abstractunlabeled
Fabulous Political Semiotic
Richard L. Lanigan
2003· book-chapter· en· Semiotics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
fundvenueno affunlabeled
Acoustic Epistemology in Education
Milena Droumeva
2009· article· en· SFU Educational Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
The Anthropological Cell Phone
Geoffrey Hobbis
2018· article· en· Data Archiving and Networked Services (DANS)· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Culture in networks
Sonja Sapach
2017· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
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