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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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Art Education and Development
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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.

1,057 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.
1,057 works in the cohort · of 4,299,418page 5 of 22

Labels cover 1 of 1,057 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 1,057 of 1,057 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Curating as a Condition of Art Education
Dónal O’Donoghue
2017· article· en· Visual Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
venueno affunlabeled
The Role of Arts Education in Nigeria
Bojor Enamhe
2013· article· en· African Journal of Teacher Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
What Is Arts Education Good For
Рена Упитис
2003· article· en· Education Canada· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Integrating the Arts in Mathematics Teaching
Dakota Baird
2015· article· en· TSpace (University of Toronto)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Revealing and Creating Shapes of the Field
Mary Ann Stankiewicz
2017· article· en· Studies in Art Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Carnival in the Curriculum
Steve Herne, Celia Burgess‐Macey, Maggie Rogers
2008· article· en· International Journal of Art & Design Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Puzzle patterns: Research day interactive strategy
Sandra Bassendowski, Pammla Petrucka
2005· article· en· Nurse Education in Practice· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Reflecting on the Arts in Urban Schools
Rubén Gaztambide‐Fernández, Chandni Desai, Traci L. Scheepstra
2016· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
fundno affunlabeled
Lacan in Art Education
João Pedro Fróis
2010· article· en· Visual Arts Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
afffundunlabeled
Commit Sociology
Susan Machum, Michael Clow
2015· article· en· Humanity & Society· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueunlabeled
Entangled Frictions With Place As Assemblage
Sherri-Lynn Yazbeck, Ildikó Danis
2015· article· en· Journal of Childhood Studies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Zero Tolerance
Tara Goldstein, Jocelyn Wickett
2009· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affaboutunlabeled
Including the Literary Arts as the A in STEAM
Lindsay Cunningham
2023· article· en· STEAM· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Learning to Live with Art
Claudia W. Ruitenberg
2002· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affunlabeled
The Framework of Teacherhood in Art Education
Kaarina Määttä, Satu Uusiautti
2013· article· en· World Journal of Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affvenueaboutunlabeled
Finding Humanity in Design
Erin Quinn, Stephanie Bartlett, Laurie Alisat, Sandra McNeil, Kim Miner
2018· article· en· Journal of the Canadian Association for Curriculum Studies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Inhabiting Silence: A Sorry Story
Susanne Gannon
2008· article· en· LEARNing Landscapes· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
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