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Record W7053625145

Women Entrepreneurship: A Study of theRelationship between Motivation and Type ofBusiriess Ownership

2014· article· en· W7053625145 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueCovenant University Repository (Covenant University) · 2014
Typearticle
Languageen
FieldEngineering
TopicLaser Design and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsEntrepreneurshipConstruct (python library)Women entrepreneursAssociation (psychology)Business planBusiness developmentPlan (archaeology)
DOInot available

Abstract

fetched live from OpenAlex

The role assigned to entrepreneurship for economic growth and development especially in the developed economies such as USA, Britain, Japan, Canada and others made most developing economies including Nigeria to adjust their developmental concept and plan and see new enterprise development as very vital to their economic problems. As a result, women entrepreneurs have been seen as important construct in entrepreneurial development. However, more important is the understanding of the relationship between the fac\ors that motivate women into entrepreneurship and their choice of business ownership. This paper is therefore focused on examining this phenomenon. Data for analysis was obtained f rom t he women iists compiled by the Nigerian Chamber of Commerce, Industry, Mines and Agriculture, Nigerian Association of Small and Medium Enterprises and other associations of Nigerian Women in business. Model of correlation coefficient was used to analyze the data from the primary source through the instrument of questionnaire. The findings of the survey showed that there is s ignificant relationship between entrepreneurial motivation and women choice of business ownership. Recommendations for policy making were offered based on these findings.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.091
Threshold uncertainty score0.773

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.023
GPT teacher head0.172
Teacher spread0.148 · 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