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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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Canadian Journal of Career Development
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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.

74 results · 1 filter active ·
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20152025
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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.
74 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 74 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 74 of 74 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Hope-Centred Interventions with Unemployed Clients
Norman E. Amundson, Tannis Goddard, Hyung Joon Yoon, Spencer G. Niles
2018· article· en· Canadian Journal of Career Development· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affvenueunlabeled
Artificial Intelligence and Résumé Critique Experiences
David Drewery, Jennifer Woodside, Kristen Eppel
2022· article· en· Canadian Journal of Career Development· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affvenueaboutunlabeled
A Needs Assessment of Virtual Career Practitioners
Erica Fae Thomson, Bennett King-Nyberg, Janet Morris-Reade, Cassie Taylor, Roberta Borgen
2022· article· en· Canadian Journal of Career Development· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
Career Information Practices of Guidance Practitioners
Eddy Supeno, Sabruna Dorceus, Geneviève Rivard, Yann Le Corff, Sylvain Bourdon
2022· article· en· Canadian Journal of Career Development· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
Insights and Perspectives from the PhD to Employee Forum
Emily Bell, Helen Miliotis, Lorna MacEachern, Luciana Furlan Brogglio Longo, Costas N. Karatzas, Ashley E. Brady
2021· article· en· Canadian Journal of Career Development· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Emotional Intelligence and Career Wellbeing
Charles P. Chen
2025· article· en· Canadian Journal of Career Development· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundvenueaboutunlabeled
Cultural Infusions and Shifting Sands
Deepak John Mathew, Ria Nishikawara, Alanaise Ferguson, William A. Borgen
2023· article· en· Canadian Journal of Career Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About