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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 innovation in polytechnic education.
Topic
Retraction
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Study design
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Label status

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.

75 results · 1 filter active ·
Results by year
20182025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
75 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 75 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 75 of 75 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Study on Skills Gap Beyond COVID
Barath Roy Michel, Piyusha Lokre, Aarthi Rajam Subramanian, M Kannan, Gianfranco Molfino Alvarado
2022· article· en· Journal of innovation in polytechnic education.· Health Professions
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Student Perceptions of Flexible Deadlines
Lynne N. Kennette, Michelle Rivers
2024· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
The Polytechnic Difference
Eileen De Courcy, Heidi L. Marsh
2018· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Equity and Health in Youth Sports
Nicoletta Tompros, Luigi Gianvecchio, Paolo D’Antonio, Jalal Kamadia, Anthony Moscuzza, J Milne +6 more
2024· article· en· Journal of innovation in polytechnic education.· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Training Across Realities
Russell Foubert Foubert, Justin St-Maurice
2019· article· en· Journal of innovation in polytechnic education.· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Indsights: A Window into the Indigenous Economy
Audrey Wubbenhorst, James Henebry, Patrycja Szkudlarek
2023· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affaboutunlabeled
Clustering Ontario Renters
Anthony Piscitelli
2025· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Foreword
Marie Bilodeau
2019· article· en· Journal of innovation in polytechnic education.· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Foreword
Ginger Grant
2023· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Curiosity to Confidence with the AI Hub
Victoria Chen, Ashnaa Narumathan, Siobhan O'Donoghue
2025· article· en· Journal of innovation in polytechnic education.· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Building Research Capacity Among Community College Nursing Faculty
Jennifer Innis, Jasmine Balakumaran, Roya Haghiri‐Vijeh, Michelle C. Hughes, Krista Kamstra‐Cooper, Audrey Kenmir +2 more
2021· article· en· Journal of innovation in polytechnic education.· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
0
citations
affaboutunlabeled
Learning Code using Lego Robotics
Adam Thomas, George Paravantes
2018· article· en· Journal of innovation in polytechnic education.· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Foreword
Sharon M. McIntyre
2024· article· en· Journal of innovation in polytechnic education.
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Transformative Potential of Applied Research
Sharon McIntyre
2024· article· en· Journal of innovation in polytechnic education.· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About