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Record W3047568046 · doi:10.25071/1916-4467.40564

“Permission to Wonder”: Incorporating Beauty and Aesthetics in the Pre-Service Science Education Classroom

2020· article· en· W3047568046 on OpenAlexaffvenue
Sharon Pelech

Bibliographic record

VenueJournal of the Canadian Association for Curriculum Studies · 2020
Typearticle
Languageen
FieldArts and Humanities
TopicArt Education and Development
Canadian institutionsUniversity of Lethbridge
Fundersnot available
KeywordsWonderBeautyCurriculumClass (philosophy)AestheticsConstruct (python library)Service (business)SociologyHolistic educationScience educationSpace (punctuation)PsychologyPedagogyMathematics educationEpistemologySocial psychologyArtComputer science

Abstract

fetched live from OpenAlex

What happens to pre-service teachers' understanding of science education when they are given the opportunity to explore the wonder and beauty of the natural world? This research explores how a class project titled “Beauty and Aesthetics in Science” (Blades, 2014; 2015) impacts students’ understanding of science curriculum, teaching and learning. Drawing on a hermeneutic (interpretive) framework, the primary research question is: How can pre-service students experience science as a tentative, creative space amidst the content focused curriculum they often experienced in science classes? The assignment asked students to choose something in nature that they were curious about, then to research the science behind the topic and to maintain a journal that recorded their findings and their emotional response to their experience. The students were then asked to prepare an aesthetic expression of their discovery and share their creation with the class in a sharing circle. Results from interviews and analysis of student work showed that some students experienced initial frustration with the open-endedness of the assignment, but once they delved into their topic, they loved the opportunity to creatively pursue their interests. Students realized the complexity of their topic and how their initial question often led to other questions. Many shared how this assignment created a much deeper emotional connection to their topic. Students reported that being given "permission to wonder" within a formal education setting was a foreign experience in their own schooling. Findings also demonstrated that students could articulate a better understanding of the indeterminate and complex nature of science and science 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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0080.020
Scholarly communication0.0080.005
Open science0.0020.011
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0050.001

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 head0.040
GPT teacher head0.294
Teacher spread0.254 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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 routes2
Has abstractyes

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