Bibliographic record
Abstract
The role of family business the economy are enormous, both in term of contribution in GNP and employment. Many world class companies such as motorla, Nordstrom, Bakrie, Gudang Garam maintain as a family business even though they have been going public in the capital markets. Perception of the global community is more like men as a manager and controller of the business than women. Male primogenitur is the adagium to describe how men are very dominant in the business world. In the USA and South Korea man is the successor of the family business. Japan rejected the role of women in the family business so that all inheritance fell on one of the sons. In China, the company inherited fell on the whole boys shared equality. In Turkey, female successor only 4.2%. Nevertheles, quite a lot of women who own the company. In USA there are 8 million women-owned family business, in Japan 23%, Australia 33%, Canada 31%, Mexico 16%, and Netherlands 15%. The imbalance in gender equity and equality in the family business was global perceived. In Indonesia takes efforts to open wider access for Indonesian women in the domain corporate management, expand the participation of women, increase the role of controlling, adding to the usefulness in the management of family business that have sustainable resilience in the face of global competition. Key-words: family business, gender, male primogeniture.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.008 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".