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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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Retraction
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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.

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 2 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.

venueno affunlabeled
The partnership co-creation process: Conditions for success?
Susan Smith, Kimiya Akhyani, Dan Axson, Andre Arnautu, Ilina Stanimirova
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
11
citations
venueno affunlabeled
Special section editorial: Students as partners in Third Spaces
Sara Hawley, Julian McDougall, John Potter, Phil Wilkinson
2019· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
9
citations
affvenueno abstractunlabeled
Partnership in fostering socially just pedagogies
Izzy Munevar-Pelton, Anika Olsen-Neill, Yahlnaaw, Nicole De Wet, Kim Hellemans, David Hornsby +4 more
2022· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · stsconsensus · none
8
citations
venueno affunlabeled
The power of naming students-as-partners practices
Alison Casey
2024· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
venueno affunlabeled
The many manifestations of successful partnership
Alison Cook‐Sather, Sarah Slates, Meghan Allen, Ravanth Baskaran, Philippa Crombie, James Derounian +16 more
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affvenuegpt · no categorygrok · no categoryopus · no categorymodels agree
Building souls and CVs with a student-run podcasting course
Ethan Pohl, Emily Liatsis, Jessica Riddell
2018· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Hunger by the Sea: Partnerships in the brave third space.
Han Xue, Julian McDougall, C.W. Mott, Sue Sudbury
2018· article· en· International Journal for Students as Partners· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
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