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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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Social Media and Politics
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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.

2,257 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.
2,257 works in the cohort · of 4,299,418page 31 of 46

Labels cover 12 of 2,257 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 2,257 of 2,257 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affvenueunlabeled
The Mainstreaming of Media Critique
Derek Hrynyshyn
2006· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Researching in the iWorld
Linda Laidlaw, Joanne O’Mara, Suzanna So-Har Wong
2019· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Addressing Multilingual Aspects of Online Participation
Stephen Carey
2008· article· en· E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Social computing as social rationality
2012· dissertation· en· eScholarship@McGill (McGill)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Why Young Citizens keep away from politics
Valérie-Anne Mahéo, Dietlind Stolle, Yves Dejaeghere
2009· article· en· Lirias (KU Leuven)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A1996.rds
Gregory Eady, Peter John Loewen
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
On-line Community Deliberative Engagement
Majda Tafra-Vlahović
2011· article· en· International Conference on Information Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Creative practice as mobile method
Jen Southern
2013· article· en· Lancaster EPrints (Lancaster University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Media Democracy Day
Paul Baines
2004· article· en· Scholarworks (University of Massachusetts Amherst)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
CCES_Sigma_2012.R
Gregory Eady, Peter John Loewen
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(12)70132-1
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
In Canada - Going Bananas
Heather-Jane Robertson
2001· article· en· Phi Delta Kappan· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About