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Record W7005555306

Reimagining Utopias: Theory and Method in Educational Research in Post-Socialist Contexts. Ed. Iveta Silova, Noah W. Sobe, Alla Korzh and Serhiy Kovalchuk, Rotterdam/Boston/Taipei: Sense Publishers, 2017. Bold Visions in Education Research, Volume 55.

2020· article· en· W7005555306 on OpenAlexaboutno aff

Bibliographic record

VenueIndiana Magazine of History (Indiana University) · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicTraditional and Medicinal Uses of Annonaceae
Canadian institutionsnot available
Fundersnot available
KeywordsVisionContext (archaeology)DisciplinePower (physics)Scope (computer science)Educational researchHigher educationTanzania
DOInot available

Abstract

fetched live from OpenAlex

This peer-reviewed edited collection presents an interesting and eclectic mixture of reflections, accounts, theoretical ideas and analysis of the complexities of doing research in postsocialist settings.The underlying questions and intentions collectively addressed by the authors include: the possibilities of (re)imagining research to articulate new theoretical insights about post-socialist education transformations in the context of globalization; the possibilities of (re)imagining methods to pursue alternative ways of producing knowledge; and ways of navigating various ethical dilemmas in light of academic expectations and fieldwork realities.The attempts to answer these questions are organized around four themes: 1) Researcher positionality, power and privilege; 2) Research, community engagement and activism; 3) Data collection, collaboration and ethics; and 4) Disciplinary paradigms and academic traditions.The geographical scope of the volume includes the countries of the former USSR (Russia, Ukraine, Kazakhstan, Lithuania, Azerbaijan and Tajikistan), its satellite states (Albania, Bulgaria, Poland, Romania, Slovenia and Croatia) and African states (Ethiopia, Zimbabwe, Tanzania and South Africa).The authors of the chapters are 24 researchers, practitioners and activists at different stages of their careers.The majority of the contributors were born in the former USSR or its satellite states and received their research degrees in the global West (the USA, Canada, Australia, the UK).Many of them have now made the global West their academic home; fewer returned back to their counties of origin.Another group of authors are researchers originally from the USA who,

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.155
Threshold uncertainty score0.906

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.043
GPT teacher head0.316
Teacher spread0.273 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueIndiana Magazine of History (Indiana University)Same topicTraditional and Medicinal Uses of AnnonaceaeFrench-language works237,207