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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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International Journal of Qualitative 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.

578 results · 1 filter active ·
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20022025
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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.
578 works in the cohort · of 4,299,418page 2 of 12

Labels cover 72 of 578 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 578 of 578 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · no categorygpt · metaresearchmodels split
Exploring Qualitatively-Derived Concepts: Inductive—Deductive Pitfalls
Janice M. Morse, Carl Mitcham
2002· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+insufficient_payloadconsensus · metaresearch
120
citations
affgemma · no categorygpt · no categorymodels split
Conducting Analysis in Institutional Ethnography
Janet Rankin
2017· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
107
citations
affunlabeled
Hermeneutics as Research Approach: A Reappraisal
Graham McCaffrey, Shelley Raffin‐Bouchal, Nancy J. Moules
2012· article· en· International Journal of Qualitative Methods· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
affunlabeled
Doubly Engaged Ethnography
Raúl Pacheco-Vega, Kate Parizeau
2018· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
80
citations
affgemma · no categorygpt · metaresearchmodels split
Bridging Conceptions of Quality in Moments of Qualitative Research
Michael J. Ravenek, Debbie Laliberté Rudman
2013· article· en· International Journal of Qualitative Methods· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
75
citations
affno abstractunlabeled
Pokémon Go and Research
Alexander M. Clark, Matthew Clark
2016· article· en· International Journal of Qualitative Methods· Psychology
distilled prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Ethical Issues in Qualitative E-Learning Research
Heather Kanuka, Terry Anderson
2007· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
66
citations
afffundaboutunlabeled
Ceremonies of Relationship
Kelley Bird‐Naytowhow, Andrew R. Hatala, Tamara Pearl, Andrew Judge, Erynne Sjoblom
2017· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · stsconsensus · none
65
citations

How this was built: Screen · Findings · About