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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 doctoral studies
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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
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.

25 results · 1 filter active ·
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20102024
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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.
25 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 25 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 25 of 25 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Part-Time Doctoral Student Experience
Susan K. Gardner, Bryan Gopaul
2012· article· en· International journal of doctoral studies· Health Professions
distilled prediction:candidate · noneconsensus · none
171
citations
affaboutunlabeled
Toward Engaging Difference in a Globalized World
Jennifer MacDonald, Jingzhou Liu, Sylvie Roy, Jody Dennis, Stefan Rothschuh, Marlon Simmons
2021· article· en· International journal of doctoral studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Printable Table of Contents: IJDS, Volume 7, 2012
Raafat George Saadé, Eli Cohen, Nicole A. Buzzetto-More, Nitza Geri, Simona Scarparo
2012· article· en· International journal of doctoral studies· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Printable Table of Contents: IJDS, Volume 8, 2013
Raafat George Saadé, Eli Cohen, Nicole A. Buzzetto-More, Nitza Geri
2013· article· en· International journal of doctoral studies· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations

How this was built: Screen · Findings · About