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Record W7094342617

The Analysis of the Limitations Which Hinder Inquiry-based Learning and Studentsâ Creativity Development in Chinese Science Education

2018· article· W7094342617 on OpenAlexaff

Bibliographic record

VenueScholarship at UWindsor (University of Windsor) · 2018
Typearticle
Language
FieldBusiness, Management and Accounting
TopicAttention Economy in Education and Business
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsCreativityChinaCreativity techniqueFace (sociological concept)Science educationScience, technology, society and environment education
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT\nIt is believed that developing the creative thinking ability is the key to maintaining competitiveness in the automation age. Science education plays an important role in preparing the young generation’s creativity to face the unpredictable future. Inquiry-based learning, which is a creativity promoting pedagogy, has been presented as the major teaching strategy in China. However, several deficiencies of Chinese science education still limit the utilization of inquiry-based learning and students’ creativity development. This paper analyzes the combination of creativity development and science education in China through the vision of inquiry-based learning. The purpose of this paper is to emphasize the importance of students’ creativity ability training and demonstrate the limitations of science education in China. Further, the paper provides several recommendations in nurturing Chinese students’ creativity in science learning.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.010
Science and technology studies0.0040.002
Scholarly communication0.0000.002
Open science0.0010.001
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 head0.034
GPT teacher head0.285
Teacher spread0.251 · 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.

Study designObservational
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
Published2018
Admission routes1
Has abstractyes

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