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Record W7056004942

Embracing imperfection in free play

2023· dissertation· en· W7056004942 on OpenAlexaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsTransformative learningPerformative utteranceThe ImaginaryBeautyAction (physics)Field (mathematics)Space (punctuation)Abstraction
DOInot available

Abstract

fetched live from OpenAlex

Embracing Imperfection in Free Play explores the interconnections between childhood imagination, attachment to landscapes, free play activities, play sculptures, and abstraction in sculpture. Inspired by the snow-covered landscape of Manitoba, this artistic project symbolizes liberation and self-discovery, challenging societal norms and embracing imperfections. Through two sculptural projects and a stop motion animation, the project examines the influence of childhood homes, society, and landscapes on individual perceptions, fostering a transformative and interactive experience for viewers. Additionally, the project delves into the role of playful activities in strengthening parent-child relationships and promoting self-discovery and acceptance in society. The project also focuses on exploring playground design and free play in contemporary art and architecture, highlighting the importance of creating engaging, inclusive play spaces. The research delves into the works of influential artists in this field to gain deeper insights into the concept of free play and its impact on artistic practices. This text also discusses how I cope with perfectionism through sculptural works, seeking belonging and protection from negative emotions while fostering an imaginary connection to space and community, symbolizing a journey of introspection. Moreover, the performative aspect of viewer engagement serves as a potential framework for incorporating performance into my artistic practice, further enriching the artistic encounter. Overall, the project presents a comprehensive exploration of abstraction in sculpture, playground design, landscape, and the transformative power of art, inviting viewers to interact with the artworks and embrace the beauty of imperfections.

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)0.003
metaresearch head score (Gemma)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0050.026
Scholarly communication0.0090.005
Open science0.0010.010
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.011
GPT teacher head0.225
Teacher spread0.214 · 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
Published2023
Admission routes1
Has abstractyes

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