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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 texts 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.

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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.

112 results · 1 filter active ·
Results by year
20172025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
112 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 112 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 112 of 112 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Participatory Learning and Action
Tenneisha Nelson
2023· book-chapter· en· Springer texts in education· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
147
citations
affno abstractunlabeled
Thematic Analysis
Vicki Squires
2023· book-chapter· en· Springer texts in education· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
92
citations
afffundno abstractunlabeled
Varieties of Qualitative Research Methods
Janet Mola Okoko, Scott Tunison, Keith Walker
2023· book· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
72
citations
affno abstractunlabeled
Symbolic Interactionism
Kathleen Anderson Steeves
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
affno abstractunlabeled
Content Analysis
Scott Tunison
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Document Analysis
Benjamin Kutsyuruba
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
affno abstractunlabeled
Harnessing Insights with NVivo
Rachel Tang
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Interpretive Description
Coralee Pringle-Nelson
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Interpretative Phenomenological Analysis
Vicki Squires
2023· book-chapter· en· Springer texts in education· Medicine
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Interpretive Analysis
Leanne Kadyschuk
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Feminist Autoethnography
Jebunnessa Chapola, Ranjan Datta
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Hermeneutic Phenomenology
Lorraine Godden, Benjamin Kutsyuruba
2023· book-chapter· en· Springer texts in education· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Comparative Analysis
Kenisha Blair-Walcott
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Narrative Inquiry
Benjamin Kutsyuruba, Rebecca Stroud Stasel
2023· book-chapter· en· Springer texts in education· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affno abstractunlabeled
Focus Groups
Janet Mola Okoko
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Coding Qualitative Data
Marla Rogers
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Structural Narrative Analysis
Wendy James
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Social Network Analysis
Keith Walker
2023· book-chapter· en· Springer texts in education· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Transect Walk Research Method
Janet Mola Okoko, Nana Agyemang Prempeh
2023· book-chapter· en· Springer texts in education· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Manual Transcription
Rachel Tang
2023· book-chapter· en· Springer texts in education· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Biographic Narrative Interpretive Method
Benjamin Kutsyuruba, Bernadette Dos-Santos Mendes
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Phenomenography
Marguerite Koole
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Hermeneutics
Benjamin Kutsyuruba, Sheila McWatters
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Cultural Domain Analysis
Laila Albughayl, Wilfred Beckford
2023· book-chapter· en· Springer texts in education· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Autoethnography
Lee Murray
2023· book-chapter· en· Springer texts in education· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Metaphor Analysis
Benjamin Kutsyuruba, Jodi Basch
2023· book-chapter· en· Springer texts in education· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Decolonizing Autoethnography
Ranjan Datta, Jebunnessa Chapola
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Interpretation and Expert Panels
Keith Walker
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Qualitative Longitudinal Research
Pei-Ying Lin
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Reflexive Bracketing
Vicki Squires
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Life History Narrative
Kareen Reid, Janet Mola Okoko
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Arts‐Based Inquiry
Janet Mola Okoko
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Action Research
Janet Mola Okoko
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Identity in Language Learning and Teaching
Bonny Norton
2021· book-chapter· en· Springer texts in education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Reflective Practice in Language Education
Thomas S. C. Farrell
2021· book-chapter· en· Springer texts in education· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Electronic Delphi Method
Keith Walker
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Appreciative Inquiry
Keith Walker
2023· book-chapter· en· Springer texts in education· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Online Focus Groups
Dirk Morrison
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Critical Theory
Michael Cottrell
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Naturalistic Decision-Making Method
Darcia Roache, S. Thomson
2023· book-chapter· en· Springer texts in education· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Indigenous Participatory Action Research (PAR)
Ranjan Datta
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Actor-Network Theory
Marguerite Koole
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Reception Theory
Vanessa Ellis Colley
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Force-Field Analysis
Keith Walker
2023· book-chapter· en· Springer texts in education· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Observational Study
Scott Tunison
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Asset Mapping
Keith Walker
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Archival Research
Connor T. A. Brenna
2023· book-chapter· en· Springer texts in education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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