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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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Sociology and Education Studies
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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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venuejournal
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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.

248 results · 1 filter active ·
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20002025
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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.
248 works in the cohort · of 4,299,418page 3 of 5

Labels cover 1 of 248 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 248 of 248 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Sophie Schönberger, Was soll zurück?
Constance Jame
2023· article· fr· Revue de l’Institut français d’histoire en Allemagne· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Maria Kondratjuk/Olaf Dörner/Sandra Tiefel/Heike Ohlbrecht (Hrsg.): Qualitative Forschung auf dem Prüfstand. Beiträge zur Professionalisierung qualitativ-empirischer Forschung in den Sozial- und Bildungswissenschaften. Opladen/Berlin/Toronto: Verlag Barbara Budrich 2022, 393 S., ISBN 978-3-8474-2618-9. 65,00 €
Bettina Grimmer
2023· article· de· ZQF – Zeitschrift für Qualitative Forschung· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Kernza® Perennial Grain in 40 Milestones
2023· other· en· University of Minnesota Digital Conservancy (University of Minnesota)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Weekly News
2011· article· en· Open Collections· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
The Daily Canadian
2015· article· en· Open Collections· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Comparative American Studies
2015· other· en· Kent Academic Repository (University of Kent)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
CARN – D.A.CH. Conference 2023
CJAR
2022· article· en· The Canadian Journal of Action Research· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Vacant or viable?
Bernd Käpplinger, Ralf St. Clair
2023· article· en· European Journal for Research on the Education and Learning of Adults· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Wann kommst du gerne zur Schule?
Ueli Müller
2021· article· de· schule verantworten | führungskultur_innovation_autonomie· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Neue Bücher aus der Weiterbildungsforschung
Dieter Gnahs, Veronika Fischer, Cornelia Maier-Gutheil
2016· article· de· Zeitschrift für Weiterbildungsforschung· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Forum – Melancholia
Allan H. Young, David J. Bond
2007· article· en· Current Opinion in Psychiatry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Faculty Senate Membership Roster 2003-2004
2003· article· en· Digital Commons - USU (Utah State University)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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