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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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Innovative Teaching Methodologies in Social Sciences
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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.

188 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.
188 works in the cohort · of 4,299,418page 1 of 4

Labels cover 1 of 188 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 188 of 188 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
A Critical Role for Role-Playing Pedagogy
2012· article· en· TESL Canada Journal· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
56
citations
affaboutunlabeled
Canadian Border Simulation at Loyalist College
2009· article· en· Journal of Virtual Worlds Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
36
citations
affunlabeled
Teaching Transgender
2008· article· en· Teaching Sociology· Social Sciences
distilled prediction:candidate · stsconsensus · sts
29
citations
affunlabeled
Innovating International Relations Pedagogy
2013· article· en· International Feminist Journal of Politics· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
20
citations
affunlabeled
Blogging in the Political Science Classroom
2010· article· en· PS Political Science & Politics· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts
19
citations
affaboutunlabeled
The Game of Social Life
2015· article· en· Teaching Sociology· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · sts
18
citations
affaboutunlabeled
Looking for Work
2014· article· en· Teaching Sociology· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
8
citations

How this was built: Screen · Findings · About