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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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Participatory Visual Research Methods
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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.

1,441 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.
1,441 works in the cohort · of 4,299,418page 9 of 29

Labels cover 90 of 1,441 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 1,441 of 1,441 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueno abstractunlabeled
Research is ceremony: Indigenous research methods by Shawn Wilson
2012· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+research_integrity+insufficient_payloadconsensus · bibliometrics+sts
12
citations
venueno affunlabeled
SELF-REPRESENTATION IN PARTICIPATORY VIDEO RESEARCH
2020· article· en· Art/Research International A Transdisciplinary Journal· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Finding the Necessary Distance
2011· article· en· Journal of Contemporary Ethnography· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affaboutunlabeled
Participatory Art Research
2002· article· en· American Behavioral Scientist· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
11
citations
afffundunlabeled
“The Girl Should Just Clean Up the Mess”
2017· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch+sts
10
citations

How this was built: Screen · Findings · About