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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 Transformative 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.

88 results · 1 filter active ·
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20032025
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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.
88 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 88 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 88 of 88 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
New Forms of Transformative Education
Ann Curry‐Stevens
2007· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
171
citations
affunlabeled
When the Bottom Falls Out of the Bucket
Patricia Cranton, Merv Roy
2003· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
Activating Hope in the Midst of Crisis
Mark D. Hathaway
2016· article· en· Journal of Transformative Education· Psychology
distilled prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Teachers and Technology
Andrew Kitchenham
2006· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Centering Spirituality in the Academy
Riyad A. Shahjahan
2004· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
68
citations
affaboutunlabeled
Out of the Dark Room
Darlene E. Clover
2006· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Closing the 21st-Century Knowledge Gap
Anne-Liisa Longmore, Ginger Grant, Golnaz Golnaraghi
2017· article· en· Journal of Transformative Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
The Social Construction of Transformation
Sue M. Scott
2003· article· en· Journal of Transformative Education· Health Professions
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Care(full) Deliberation
Catherine McGregor
2004· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Addressing Power in Conversation
Liza Lorenzetti, Anna Azulai, Christine A. Walsh
2016· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
31
citations
affaboutunlabeled
Toward a Global Culture of Peace
Thomas Mark Turay, Leona M. English
2008· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Seeking Wholeheartedness in Education
Nicky Duenkel, Judy Pratt, Julie Sullivan
2014· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affaboutunlabeled
Resonance as Transformative Learning Moment
Yabome Gilpin‐Jackson
2014· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affaboutunlabeled
Presence of Mind
Michèle Irwin, John P. Miller
2015· article· en· Journal of Transformative Education· Psychology
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Transformative Inquiry While Learning∼Teaching
Michele Tanaka, Maureen Farish, Diana Nicholson, Vanessa V. Tse, Jenn Doll, Elizabeth Archer
2014· article· en· Journal of Transformative Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations

How this was built: Screen · Findings · About