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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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Educational Philosophy and Theory
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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.

77 results · 1 filter active ·
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20002025
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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.
77 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 77 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 77 of 77 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Phenomenology of Space in Writing Online
Max van Manen, Catherine Adams
2009· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Music Education in Nihilistic Times
Wayne Bowman
2005· article· en· Educational Philosophy and Theory· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
affunlabeled
Education as Dialogue
Tasos Kazepides
2011· article· en· Educational Philosophy and Theory· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
42
citations
affunlabeled
Introduction: Educational Neuroscience
Kathryn E. Patten, Stephen R. Campbell
2011· article· en· Educational Philosophy and Theory· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
Infantographies
Marek Tesař, Margarita Ruiz Guerrero, Eeva Anttila, Jan Newberry, Anette Hellman, John Wall +12 more
2021· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Infantologies. An EPAT collective writing project
Michael A. Peters, E. Jayne White, Marek Tesař, Andrew Gibbons, Sonja Arndt, Niina Rutanen +11 more
2020· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Education as Humanism of the Other
Aparna Mishra Tarc
2005· article· en· Educational Philosophy and Theory· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Escape education
P. Taylor Webb, Petra Mikulan
2021· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Minding Our Metaphors in Education
Shannon Rodgers
2015· article· en· Educational Philosophy and Theory· Psychology
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Emptiness and the Education of the Emotions
Jeffrey Morgan
2013· article· en· Educational Philosophy and Theory· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Systems beings: Educating for a complex world
Derek Gladwin, Naoko Ellis
2024· article· en· Educational Philosophy and Theory· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
affunlabeled
Earth unbound: Climate change, activism and justice
Michele Lobo, Laura Bedford, Robin Bellingham, K. T. R. Davies, Anna Halafoff, Eve Mayes +4 more
2021· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
The long read: On the global relevance of the US elections
Fazal Rizvi, Michael A. Peters, Michalinos Zembylas, Shivali Tukdeo, Mark Mason, Lynn Mário T. Menezes de Souza +9 more
2020· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
affunlabeled
Education and #StopAsianHate: A global conversation
Yeow‐Tong Chia, Liz Jackson, Fazal Rizvi, Keita Takayama, Alexander Jun, Remy Low +7 more
2022· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Bakhtin and the ‘general intellect’
Michael Gardiner
2016· article· en· Educational Philosophy and Theory· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
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