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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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Higher Education and Employability
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

655 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.
655 works in the cohort · of 4,299,418page 12 of 14

Labels cover 2 of 655 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 655 of 655 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Exploring the effects of PSP careers on families
Linna Tam‐Seto, Heidi Cramm, Rosemary Ricciardelli, R. Nicholas Carleton
2024· book-chapter· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Quantitative Analysis of 21st Century Skills
Gabrielle Teyssier‐Roberge, Joël Gagnon, Sébastien Tremblay, Helen M. Hodgetts
2024· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Ethical Risk Management in Co-operative Education Programs
Craig Cameron, Cynthia Maclean
2021· article· en· Griffith Research Online (Griffith University, Queensland, Australia)· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
Industry Ready Engineering Graduate for Africa
Samuel Eneje, Linus Idoko, Osita U. Omeje, George Ihenacho, Daniel E. Okojie
2025· article· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Effectiveness of 6C Skills Activities on Industrial Design Course (RBI)
Zuan Azhary Mohd Salleh, Syahril Syahril, Rahmat Azis Nabawi, Rizky Ema Wulansari, Dian Safitri, Mohamed Nor Azhari Azman +1 more
2025· article· Journal of Curriculum and Teaching· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Spreading the Word:
Kelly B. Cartwright, Kai Hesthammer, Davin Stener
2020· article· en· MacEwan University Student eJournal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Foreword
Melanie Spence-Ariemma
2025· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Studio One– award-winning internship at UND
2011· article· en· UND Scholarly Commons (University of North Dakota)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About