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Record W3157171239 · doi:10.3390/su13094961

Reconceptualizing STEM Education in China as Praxis: A Curriculum Turn

2021· article· en· W3157171239 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSustainability · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methods
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPraxisCurriculumEngineering ethicsDisciplineChinaHumanityWorkforceSociologyPolitical sciencePedagogyEnvironmental ethicsSocial scienceEngineering

Abstract

fetched live from OpenAlex

STEM education has drawn considerable international attention in recent decades. Current practices of STEM Education in China have shown that STEM is understood primarily as a policy-driven and economic problem. This paper challenges the reduced technical frameworks of STEM education and draws on the theoretical framework of the reconceptualization movement in the curriculum field. It aims to shift scientific or social science paradigms with languages of humanity to reapproach STEM education. STEM education is hence reconceptualized as praxis in its lived, ethical and historical dimensions. It would transform STEM education in China from being targeted for economic growth to attending to lived, nuanced and rich STEM experiences, structured by ethics and threaded by history. STEM teachers and teacher educators are advised to understand anew about STEM in their situatedness. STEM could serve as an opportunity to critically reflect on and research each discipline in greater depth with inter-disciplinary lenses. Instead of integrating science, technology, engineering and mathematics seamlessly to form omnipotent toolsets for the 21st-century workforce in China and on the international landscape, a reconceptualization of STEM as praxis could continue to generate more sustainable STEM education.

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.

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)0.006
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.341
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.018
GPT teacher head0.407
Teacher spread0.389 · 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