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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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Reflective Practices in Education
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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
aboutaboutness

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

1,442 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.
1,442 works in the cohort · of 4,299,418page 13 of 29

Labels cover 9 of 1,442 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 1,442 of 1,442 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Phenomenology of Surprise in a SoTL Scholars' Program
Michelle Yeo, Karen Manarin, Janice Miller‐Young
2018· article· en· Teaching & Learning Inquiry The ISSOTL Journal· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
3
citations
affunlabeled
Supporting students through social networking
Moira Dunworth
2012· article· en· The Journal of Practice Teaching in Health and Social Work· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
3
citations
affvenueunlabeled
Poetic Inquiry of and on Play
Sean Wiebe, John J. Guiney Yallop, Lynn Fels, Celeste Snowber, Pamela Richardson, Natalie Honein +3 more
2016· article· en· Canadian Journal of Education / Revue canadienne de l éducation· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Considerations of Virtual Peer Leadership Mentoring
Beverly J. Irby, Elisabeth Pugliese
2019· article· en· Mentoring & Tutoring Partnership in Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
HOME AS POEM
Janine Certo, Alecia Beymer
2020· article· en· Art/Research International A Transdisciplinary Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueaboutunlabeled
ENHANCEMENT OF STUDENT LEARNING THROUGH SELF-REFLECTION
Laura Soriano, Danny Mann, Marcia Friesen
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
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