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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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Qualitative Inquiry
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

274 results · 1 filter active ·
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20012025
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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.
274 works in the cohort · of 4,299,418page 4 of 6

Labels cover 6 of 274 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 274 of 274 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Two Hours or More Away From Most Things
James Haywood Rolling, Lace Marie Brogden
2009· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
On the Education of Art-Based Researchers
Dónal O’Donoghue
2015· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Tommy’s Tune
Karen V. Lee, Peter Gouzouasis
2016· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Inside the Actors’ Studio
Ann Fox, Jacqui Gingras
2012· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Pensive Poetics
Raewyn Bassett
2012· article· en· Qualitative Inquiry· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Joseph Santini: Divided I Stand
Karen V. Lee
2005· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Bereavement of Spousal Suicide
Monique L. Watford
2008· article· en· Qualitative Inquiry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Not Quite Acceptable
Lace Marie Brogden
2006· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
4
citations
affunlabeled
Inside Memory
Ahna Berikoff
2006· article· en· Qualitative Inquiry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Marginal Walking
Taien Ng-Chan
2021· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
3
citations
afffundunlabeled
Salsa Rhythms and Soul Connections
Rebecca Lloyd, Stephen J. Smith
2023· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affgemma · no categorygpt · no categorymodels agree
Making Video Glitter in the Time of COVID-19
Mary Elizabeth Luka
2020· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
3
citations
affaboutunlabeled
Zero Tolerance
Tara Goldstein, Jocelyn Wickett
2009· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
The Vines That Bind
Reg Hampton
2012· article· en· Qualitative Inquiry· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
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