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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 Student and Expatriate Challenges
Retraction
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Study design
Label agreement
Label status

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
Evidence
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Citations
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 2 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
Why do female expatriates “fit‐in” better than males?
Nina D. Cole, Yvonne McNulty
2011· article· en· Cross Cultural Management An International Journal· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
108
citations
affaboutno abstractunlabeled
Counseling International Students in Canadian Schools
Natalee Popadiuk, Nancy Arthur
2004· article· en· International Journal for the Advancement of Counselling· Social Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
affunlabeled
`To Adapt or Not to Adapt'
Shaista E. Khilji
2003· article· en· International Journal of Cross Cultural Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
94
citations
affunlabeled
Exploring relationships with home and host countries
Julia Richardson, Steve McKenna
2006· article· en· Cross Cultural Management An International Journal· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
89
citations
venueno affgpt · no categorygrok · no categoryopus · no categorymodels split
Analysis of Impact of Culture Shock on Individual Psychology
Junzi Xia
2009· article· en· International Journal of Psychological Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
aboutno affunlabeled
Points of Entry
Vic Satzewich
2015· book· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
69
citations

How this was built: Screen · Findings · About