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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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Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism
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Retraction
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Study design
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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.

24 results · 1 filter active ·
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20232025
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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.
24 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 24 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 24 of 24 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
How to create a virtual newsroom
Adrian Ma, Lindsay Hanna
2023· article· en· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Health Professions
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
A new approach to teaching public health advocacy
Kate Mulligan, Robert M. Steiner
2023· article· en· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
aboutno affunlabeled
Newsroom Notes
Angela Misri
2023· article· en· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
1
citations
aboutno affunlabeled
If they close
Chloe Kim
2025· article· fr· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Academic news partnerships in local journalism: A literature review
Izza Adil, Sunmeet Kour, Gage Patte
2025· article· fr· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
fundaboutno affunlabeled
Changement forcé : Pédagogie de la pandémie et enseignement du journalisme
Patricia H. Audette-Longo, Christine Crowther, Nana aba Duncan, Chantal Francœur, Shenaz Kermalli
2023· article· fr· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Of lessons, legacies, and hope for the future
Trish Audette-Longo
2025· article· fr· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affaboutunlabeled
Forced change: Pandemic pedagogy and journalism education
Patricia H. Audette-Longo, Christine Crowther, Nana aba Duncan, Chantal Francœur, Shenaz Kermalli
2023· article· en· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
0
citations

How this was built: Screen · Findings · About