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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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The Qualitative Report
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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.

304 results · 1 filter active ·
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20012025
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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.
304 works in the cohort · of 4,299,418page 2 of 7

Labels cover 12 of 304 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 304 of 304 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
An Analysis of Reflections on Researcher Positionality
Oluwatoyin Olukiun, Elizabeth Mkandawire, Jeri Antilla, Faten Alfaifa, Jennifer Weitzel, Victoria Scheer +2 more
2021· article· en· The Qualitative Report· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
31
citations
affunlabeled
Creating Vocative Texts
Jennifer J. Nicol
2015· article· en· The Qualitative Report· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Exploring Identity: What We Do as Qualitative Researchers
Kerstin Roger, Tracey A. Bone, Tuula Heinonen, Karen D. Schwartz, Joyce Slater, Sulaye Thakrar
2018· article· en· The Qualitative Report· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch+sts+insufficient_payload
23
citations
affunlabeled
Use of Ecomaps in Qualitative Health Research
Veena Manja, Ananya Nrusimha, Harriet L. MacMillan, Lisa Schwartz, Susan M. Jack
2021· article· en· The Qualitative Report· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
20
citations
affunlabeled
Straussian Grounded-Theory Method: An Illustration
Mai Thi Thanh Thai, Li Choy Chong, Narendra M. Agrawal
2015· article· en· The Qualitative Report· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Facilitating Coherence across Qualitative Research Papers
Ronald J. Chenail, Maureen Duffy, Sally St. George, Dan Wulff
2014· article· en· The Qualitative Report· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
18
citations

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