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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 Student and Expatriate Challenges
Retraction
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Label agreement
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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.

1,399 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.
1,399 works in the cohort · of 4,299,418page 4 of 28

Labels cover 6 of 1,399 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 1,399 of 1,399 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The cultural boundedness of theory and practice in HRD?
David McGuire, David O’Donnell, Thomas N. Garavan, Sudhir K. Saha, Joe Murphy
2002· article· en· Cross Cultural Management An International Journal· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
33
citations
affunlabeled
Understanding intercultural dynamics
Leigh Anne Liu, Wendi L. Adair, Dean Tjosvold, Elena Poliakova
2018· article· en· Cross Cultural & Strategic Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affaboutunlabeled
Empty Success or Brilliant Failure
Wang Fang, Anthony Clarke, Wei Yu
2015· article· en· Journal of Studies in International Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
afffundaboutunlabeled
Should I Stay or Should I Go? International Students’ Decision-Making About Staying in Canada
Elena Netierman, Lauren N. Harrison, Angela Freeman, Grace Shoyele, Victoria M. Esses, Christine L. Covell
2021· article· en· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
31
citations
affno abstractunlabeled
Cultural Intelligence in the World of Work
Yuan Liao, David C. Thomas
2020· book· en· Springer series in emerging cultural perspectives in work, organizational, and personnel studies· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
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