The impact of organizational capability, external networking, entrepreneurism, competitive advantage, and corporate social responsibility (CSR) on performance
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.
Bibliographic record
Abstract
This study aims to examine how Mother and Child Hospital (RSIA) Type C performance in East Java with a population of 67 owners is affected by organizational competency, external networking, entrepreneurism, competitive advantage, and corporate social responsibility (CSR). The results of the eight hypotheses using partial least squares (PLS) are as follows: 1) Organizational ability has a big and favorable impact on business performance. The hypothesis has been accepted. 2) The external network has a small but positive impact on company performance. 3) Entrepreneurial mindset has a favorable and significant impact on business performance. The hypothesis has been accepted. 4) Competitive Advantage is influenced by organizational capability in a favorable and meaningful way. The hypothesis has been accepted. 5) External networking contributes to competitive advantage in a positive and important way. The hypothesis has been accepted. 6) Entrepreneurial orientation affects competitive advantage in a favorable and important way. The hypothesis has been accepted. 7) Competitive advantage has a major and favorable impact on business performance. The hypothesis has been accepted. 8) Competitive advantage has little effect on Corporate Performance when CSR is regulated. The hypothesis was disproved.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it