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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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Studies in arts-based educational research
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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.

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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.

65 results · 1 filter active ·
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20232024
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
65 works in the cohort · of 4,299,418page 1 of 2

Labels cover 2 of 65 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 65 of 65 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Walking and Making: Encountering with Materials
2024· book-chapter· en· Studies in arts-based educational research· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
Re-visioning Cellphilming Methodology
2024· book· en· Studies in arts-based educational research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractgpt · no categoryopus · no categorymodels agree
Re-visioning Cellphilming Methodology: An Introduction
2024· book-chapter· en· Studies in arts-based educational research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundno abstractunlabeled
Arts-Based Educational Research Trajectories
2023· book· en· Studies in arts-based educational research· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
1
citations
affno abstractunlabeled
What Is Workshop?
2023· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
1
citations
affno abstractunlabeled
Workshop: The Art of Creative Inquiry
2023· book· en· Studies in arts-based educational research· Psychology
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
A/r/tographic Inquiry: When Art Meets Text
2023· book-chapter· en· Studies in arts-based educational research· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Interlude I: Locating Ourselves from the Ground Up
2024· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
Mentoring a New Generation of Arts-Based Researchers
2023· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Carriance: Stitching an Artist-Scholar Through Cyclical Time
2023· book-chapter· en· Studies in arts-based educational research· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
An Interview with Authors Tony Gee and Warren Linds
2023· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Exploring TikTok as the Everyday Cellphilm
2024· book-chapter· en· Studies in arts-based educational research· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Arc of Workshop
2023· book-chapter· en· Studies in arts-based educational research· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Finding Common Ground: Treaty Walks 2.0
2024· book-chapter· en· Studies in arts-based educational research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction: Emerging Arts-Based Educational Research
2023· book-chapter· en· Studies in arts-based educational research· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
Recovery
2023· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
Trivial Moments of Everyday Life
2024· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
AND Walking into the Space Between …
2024· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
0
citations
affno abstractunlabeled
Correction to: Massive/Micro Autoethnography
2023· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Overfull: The Immateriality of Walking
2024· book-chapter· en· Studies in arts-based educational research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About