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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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Journal of Vocational Behavior
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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
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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.

71 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.
71 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 71 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 71 of 71 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Callings and organizational behavior
A. R. Elangovan, Craig C. Pinder, Murdith McLean
2009· article· en· Journal of Vocational Behavior· Social Sciences
distilled prediction:candidate · noneconsensus · none
402
citations
affno abstractunlabeled
Understanding the Links between Work Commitment Constructs
Rick D. Hackett, Laurent Lapierre, Peter A. Hausdorf
2001· article· en· Journal of Vocational Behavior· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
274
citations
affno abstractunlabeled
Work and Nonwork Predictors of Employees' Retirement Ages
Terry A. Beehr, Sharon Glazer, Norma Nielson, Suzanne J. Farmer
2000· article· en· Journal of Vocational Behavior· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
247
citations
afffundno abstractunlabeled
Change in Job Search Behaviors and Employment Outcomes
Alan M. Saks, Blake E. Ashforth
2000· article· en· Journal of Vocational Behavior· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
219
citations
affno abstractunlabeled
Constructing career through narrative
Charles Bujold
2004· article· en· Journal of Vocational Behavior· Social Sciences
distilled prediction:candidate · noneconsensus · none
212
citations
affno abstractunlabeled
Effectiveness of career counseling: A one-year follow-up
Sophie Perdrix, Sarah D. Stauffer, Jonas Masdonati, Koorosh Massoudi, Jérôme Rossier
2011· article· en· Journal of Vocational Behavior· Social Sciences
distilled prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Career decidedness as a predictor of subjective well-being
Ramya Uthayakumar, Ulrich Schimmack, Paul J. Hartung, James R. Rogers
2010· article· en· Journal of Vocational Behavior· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
83
citations
aboutno affunlabeled
A quarter of a century of job transitions in Germany
Ralph Kattenbach, Thomas M. Schneidhofer, Janine Lücke, Markus Latzke, Bernadette Loacker, Florian Schramm +1 more
2013· article· en· Journal of Vocational Behavior· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
afffundno abstractunlabeled
Good, bad, and not so sad part-time employment
Victor Y. Haines, Pascal Doray-Demers, Vivianne Martin
2017· article· en· Journal of Vocational Behavior· Health Professions
distilled prediction:candidate · stsconsensus · none
29
citations

How this was built: Screen · Findings · About