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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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Engineering Education and Curriculum Development
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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
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venuejournal
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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.

1,202 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.
1,202 works in the cohort · of 4,299,418page 18 of 25

Labels cover 3 of 1,202 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 1,202 of 1,202 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
About Your Competitive Impulses
Greg Linton, Dario Schor
2021· article· en· IEEE Potentials· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Global Campus Studio Productions (GCSP)
Marion Coomey
2024· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Forms of Context
Stefanie Ruel
2019· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Building Student and Organizational Capacity
Lori Gardinier
2023· book-chapter· en· Crossing boundaries· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
0
citations
affunlabeled
Starting points and future directions
Peter Penz, Jay Drydyk, Pablo S. Bose
2011· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
Through It All, the Why Was My Motivator
Claudia Gomez-Villeneuve
2024· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
ENGINEERING STAKEHOLDERS
2016· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Рецензия на книгу: Кроули Э. Ф. , Малмквист Й. , Остлунд С. , Бродер Д. Р. , Эдстрем К. Переосмысление инженерного образования. Подход CDIO. 2-е изд. Нью-йорк: Шпрингер, 2014
Матс Хансон
2014· article· ru· Вопросы образования· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
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How this was built: Screen · Findings · About