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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 Workplace Learning
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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.

54 results · 1 filter active ·
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20002022
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Re‐thinking the “thing”
2010· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · none
224
citations
affunlabeled
Hard/soft, formal/informal, work/learning
2008· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
18
citations
affunlabeled
Learning racial hierarchies
2012· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · stsconsensus · none
18
citations
affunlabeled
Benefits and Barriers
2015· article· en· Journal of Workplace Learning· Psychology
distilled prediction:candidate · noneconsensus · none
18
citations
affaboutunlabeled
Workplace learning as a field of inquiry
2004· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Student learning in the workplace
2018· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Researching learning at work
2004· article· en· Journal of Workplace Learning· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
9
citations
affaboutunlabeled
Guest worker programs and Canada
2008· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
The knowledge harvest: ensuring you reap what you sow
2000· article· en· Journal of Workplace Learning· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
6
citations

How this was built: Screen · Findings · About