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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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International Journal for Students as Partners
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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
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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.

287 results · 1 filter active ·
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20172025
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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.
287 works in the cohort · of 4,299,418page 1 of 6

Labels cover 16 of 287 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 287 of 287 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenuegpt · no categorygrok · no categoryopus · metaepi_broadmodels split
A Systematic Literature Review of Students as Partners in Higher Education
Lucy Mercer‐Mapstone, Sam Lucie Dvorakova, Kelly Matthews, Sophia Abbot, Breagh Cheng, Peter Felten +4 more
2017· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
597
citations
fundvenueno affunlabeled
Emotion and Partnerships
Peter Felten
2017· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
46
citations
affvenueno abstractunlabeled
Increasing representation and equity in students as partners initiatives
Gagandeep Bindra, Kirthika Easwaran, Lamia Firasta, Monika Hirsch, Aakriti Kapoor, Alexandra Sosnowski +2 more
2018· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
venueno affno abstractunlabeled
Without Emotions, Never a Partnership!
Tara Hermsen, T. B. H. Kuiper, Frits Roelofs, Joost van Wijchen
2017· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
20
citations
affvenueunlabeled
Partnership in Practice: Implementing Healey’s Conceptual Model
Arshad Ahmad, Aadil Ali, John VanMaaren, Janette Barrington, Olivia A. Merritt, Kyle Ansilio
2017· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
17
citations
venueno affunlabeled
Diversifying students-as-partners participants and practices
Alison Cook‐Sather, Sarah Slates, Anita Acai, Jessica Baxter, Rachel Bond, Tom Lowe +36 more
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
14
citations
venueno affunlabeled
Partnership through co-creation: Lessons learnt at the University of Adelaide
Catherine Snelling, B. R. Loveys, Sophie Karanicolas, Nathan James Schofield, William Carlson‐Jones, Joanne Weissgerber +2 more
2019· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
venueno affunlabeled
An agile approach to co-creation of the curriculum
John Mackenzie Owen, Catherine Wasiuk
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
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