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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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Springer briefs 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
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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.

18 results · 1 filter active ·
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20132024
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Categories
Machine labels · sparse coverage
Evidence
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Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
18 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 18 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 18 of 18 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Media Theory
A. W. Bates
2019· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
What Does Music Learning Look like?
Merlin B. Thompson
2017· book-chapter· en· Springer briefs in education· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundaboutunlabeled
Canada
Tony Bates
2018· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Empirical Evidence: Application in a Specific Case Study
Jesús Gabalán‐Coello, Fredy Eduardo Vásquez‐Rizo, Michel Laurier
2019· book-chapter· en· Springer briefs in education· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
A Proposal for Determining Influencing Factors
Jesús Gabalán‐Coello, Fredy Eduardo Vásquez‐Rizo, Michel Laurier
2019· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
So, What’s Important in Postgraduate School?
Jesús Gabalán‐Coello, Fredy Eduardo Vásquez‐Rizo, Michel Laurier
2019· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Judging Portraits of Wittgenstein
Michael A. Peters, Jeff Stickney
2018· book-chapter· en· Springer briefs in education· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Gatekeepers, Guardians and Allies
Karen Englander
2013· book-chapter· en· Springer briefs in education· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction
Merlin B. Thompson
2017· book-chapter· en· Springer briefs in education· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
A Brief Overview of Authors and Theories
Jesús Gabalán‐Coello, Fredy Eduardo Vásquez‐Rizo, Michel Laurier
2019· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Canada—Commentary
Terry Anderson
2018· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Ethical Subject of Science Education
Jesse Bazzul
2016· book-chapter· en· Springer briefs in education· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations

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