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Record W4391264925 · doi:10.53103/cjlls.v4i1.141

Deciphering the Creative Mind – Decoding the Language of Creativity, Poetic Endeavour, Fantasy, Inspiration, and Imagination

2024· article· en· W4391264925 on OpenAlexvenueno aff

Bibliographic record

VenueCanadian Journal of Language and Literature Studies · 2024
Typearticle
Languageen
FieldPsychology
TopicLeadership, Courage, and Heroism Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFantasyCreativityPoetryLiteraturePsychologyArtImaginationAestheticsDecoding methodsCognitive scienceCognitive psychologyComputer scienceSocial psychology

Abstract

fetched live from OpenAlex

This essay is an attempt to delve into the psychology behind the nature of inspiration, imagination, and fantasy through the lens of the artist, poet, novelist, creative writer, and thinker. The imagination of man is the crux of all creative and artistic endeavour. Trying to reach into the mind of man and decipher the root of all imagination has been the enterprise of many a writer and thinker, psychologist, and philosopher. The questioning, the striving for revealing the nature of creativity is the absolute desire of all intellectuals and thinkers. The understanding of the nature of imagination is to untangle mysteries this world has wanted to lay hands on for centuries. Delving into the imagination and inspiration of the creative writer and artist is the aim of any intellectual thinker. It has different layers of peeling off needed to get into the core of the creative imagination. What matters most is the output of such an imagination which creates a whole world of fantasy and inspires the mind to take wings into the heights with a revelation of ineffable beauty. A vision that lingers in the mind of every person who encounters its ethereal purpose. Such is the stuff that dreams are made of, and it reverberates in our minds when we read poetry and immerse ourselves in the beauty of poetic imagination. In turn, it inspires its readers to indulge in their journeys of artistic endeavours. The splendid creative workings of the human imagination dazzle the human mind with its spontaneous outpourings of creative genius. It’s an introspective journey into the nature of creativity and inspiration.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.350
Threshold uncertainty score0.548

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.029
GPT teacher head0.338
Teacher spread0.309 · 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.

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Language and Literature StudiesSame topicLeadership, Courage, and Heroism StudiesFrench-language works237,207