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Record W4382792560 · doi:10.5430/jbar.v12n2p1

Considerable Factors Influencing the Selection of Children’s Wear Made in African Print Fabrics

2023· article· en· W4382792560 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Business Administration Research · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicCrafts, Textile, and Design
Canadian institutionsnot available
Fundersnot available
KeywordsPopularitySelection (genetic algorithm)PsychologyApperceptionThematic analysisTextileQualitative researchAdvertisingSociologyComputer scienceSocial psychologyGeographyBusinessArtificial intelligenceSocial scienceCognitive psychology

Abstract

fetched live from OpenAlex

African print is gaining much popularity worldwide. Its usage for children’s wear is fast growing. Therefore, there was a need to find out what consumers considered when choosing African print fabrics for children’s wear. The research utilized the qualitative method as the main method of gathering data where a descriptive survey design was employed to solicit data from forty (40) respondents. In-depth interviews were done with school children between the ages of 5-10 years, and one of each child’s parents. The study adopted interviews and observation with children’s emotions captured by the use of the Thematic Apperception Test (TAT).Results from interviews and observations, although not generalizable indicated that different types of African print possess different qualities. Colour, price, motif size, and pattern layout influenced the selection of African print for children’s wear. The implication of this finding is that textile designers should make durable, versatile fabrics that are colourful but incorporate classic shapes and patterns with fun details.

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.

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)0.002
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.539
Threshold uncertainty score0.477

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.139
GPT teacher head0.342
Teacher spread0.202 · 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