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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
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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.

487 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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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 5 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.

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
affno abstractunlabeled
The Child Voice as Social Construct
Ardelle Ries
2005· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affno abstractunlabeled
Reception Theory
Vanessa Ellis Colley
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Harold Innis’s Final Course
2025· book· en· Peter Lang Verlag eBooks· 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
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
affvenueunlabeled
McLuhan and the Arts After the Speculative Turn
Adam Lauder, Jacqueline McLeod Rogers
2017· article· en· Imaginations Journal of Cross-Cultural Image Studies· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · sts
1
citations
venueno affunlabeled
L(a)ying with Marshall McLuhan: Media Theory as Hoax Art
Henry Adam Svec
2017· article· fr· Imaginations Journal of Cross-Cultural Image Studies· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · sts+scholarly_communication
1
citations
affunlabeled
Culture in networks
Sonja Sapach
2017· article· en· Information Communication & Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Cinema is a haunted house
Murray Leeder
2006· dissertation· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
McLuhan, Marshall (1911–1980)
Adam Hammond
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Review of: "Historical Semiotics"
Mirosław Michał Sadowski
2023· peer-review· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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