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Record W3216284888 · doi:10.2478/ctra-2021-0014

“The Story is My Life”: Bridging Symbol to Self in a Novel Creative and Reflective Writing Task

2021· article· en· W3216284888 on OpenAlexaffabout
Jacob Lang, Gerald C. Cupchik

Bibliographic record

VenueCreativity Theories – Research – Applications · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicArt Therapy and Mental Health
Canadian institutionsMcGill UniversityUniversity of Toronto
Fundersnot available
KeywordsNarrativePsychologyTask (project management)Bridging (networking)Interpretation (philosophy)Object (grammar)Self-reflectionSocial psychologyCognitive psychologyLinguisticsComputer scienceLiteratureArtPsychoanalysisArtificial intelligence

Abstract

fetched live from OpenAlex

Abstract This article describes the development and testing of a novel creative and reflective writing task. Following the rationale of sand-tray and play therapies, participants were asked to meaningfully incorporate four objects from a randomly generated matrix of options into a creative short story. They then composed a second story that incorporated four possessions from home associated with important memories. Afterwards, participants produced interpretive statements or reflections on what the stories meant to them. An exploratory qualitative study was conducted based on narrative data from 15 young adult participants in Canada. Our goals were to: (a) explore the extent to which object familiarity was associated with qualitative differences in stories and interpretations, and (b) investigate for connections between features of participants’ stories and depth of interpretation. Analysis of creative stories resulted in a scheme of four response categories with ten subcategories. Participants’ interpretations of their own stories were coded based on self-described sources of inspiration, such as critical life episodes or popular media. Results are accompanied with excerpts of participants’ stories and reflections, and percentage comparisons are reported. Findings are presented in dialogue with established interpretive frameworks originating in depth psychology. Manipulation of object familiarity resulted in demonstrable differences at the levels of word length, point of view, narrative forms and features, self-disclosure, and reflection. Use of familiar objects in such a task appears to be a largely untapped resource that shows promise as a route to insight.

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)0.017
metaresearch head score (Gemma)0.071
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 score0.017
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.071
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.003
Scholarly communication0.0050.005
Open science0.0030.006
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.079
GPT teacher head0.397
Teacher spread0.318 · 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

Citations1
Published2021
Admission routes2
Has abstractyes

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