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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 Research Methods and Applications
Retraction
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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.

220 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
220 works in the cohort · of 4,299,418page 2 of 5

Labels cover 6 of 220 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 220 of 220 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Varieties of Qualitative Research Methods
2023· book· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
72
citations
affvenueunlabeled
Research Methods: Content Analysis
2016· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
Grounded Theory
2022· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affno abstractunlabeled
Content Analysis
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Also against methodolatry: A reply to Reicher
2000· article· en· British Journal of Clinical Psychology· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
21
citations
aboutno affunlabeled
Méthodologie de la théorisation enracinée
2012· book· fr· Presses de l'Université du Québec eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
20
citations
affunlabeled
Recognizability
2013· article· en· Advances in Nursing Science· Social Sciences
distilled prediction:candidate · stsconsensus · none
20
citations
afffundunlabeled
The role of analytic direction in qualitative research
2022· article· en· BMC Medical Research Methodology· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts
19
citations
affgemma · no categorygpt · metaresearchmodels split
Analysis of Videotaped Data: Methodological Considerations
2002· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
18
citations
affno abstractunlabeled
Interpretive Description
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affvenueunlabeled
Research Methods: Triangulation
2016· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
15
citations
affunlabeled
L'analyse qualitative en sciences humaines et sociales
2013· article· Estudios Sociológicos de El Colegio de México· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts
12
citations
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