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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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International Journal of Qualitative Methods
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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
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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.

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 1 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.

affaboutunlabeled
Thematic Analysis
2017· article· en· International Journal of Qualitative Methods· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
12,861
citations
affgemma · no categorygpt · metaresearchmodels split
Easier Said than Done: Writing an Autoethnography
2008· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
646
citations
affunlabeled
Finding the Hidden Participant
2015· article· en· International Journal of Qualitative Methods· Medicine
distilled prediction:candidate · metaresearchconsensus · none
511
citations
affno abstractunlabeled
Thinking Critically About Photovoice
2018· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
400
citations
affunlabeled
Redefining Case Study
2007· article· en· International Journal of Qualitative Methods· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
371
citations
afffundunlabeled
Zoom Interviews: Benefits and Concessions
2021· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
338
citations
affunlabeled
Toward a Moderate Autoethnography
2016· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
206
citations
affunlabeled
A Pathway for Interpretive Phenomenology
2003· article· en· International Journal of Qualitative Methods· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
177
citations
affunlabeled
Narrative Research Evolving
2016· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
176
citations
affunlabeled
Open Data in Qualitative Research
2019· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+open_scienceconsensus · metaresearch
147
citations
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