Bebe sdn. bhd. / Adila Ahmad Nazri...[et al.]
Bibliographic record
Abstract
Bebe Sdn Bhd is a company that fully owned and managed by bumiputera. The company is headquartered in Shah Alam, Selangor. The company has been establised in the first quarter of 2015 and responsible for manufacturing of large scale of baby products. The existence of the company was approved and certified by Companies Commission of Malaysia (SSM). Bebe Sdn Bhd is a brand new company which has a speciality in producing and inventing different concept of baby product in the market based on latest wishes and trends alongside some user-friendly features. As the company has acquired more knowledges and experiences in this particular filed, Bebe has recognized and discovered the fact that most of the parents are hoping to give their best in many aspects for their children and definitely baby nutrition formula is not excluded in this case. The company is devoting more on services and quality of the products. The products are offered at affordable price and guaranteed with high quality products with some special features.The new concept of this products with new technology and user friendly product are highly believed to give customer's satisfaction to the maximum. The significant reason of choosing Shah Alam as our operating location is because of the middle to high income groups among Shah Alam's residents whichmay give better opportunity to dominate the market. We are starting the business with the total capital of RM250,000 and all of the partners are contributing RM60.000. We have six workers that is general manager, administration manager, operational manager, marketing manager, financial manager, and one from the operational department. Our market target of customers' characteristic is more focusing on medium to high income groups. However, the product is still considered and offered at affordable price since we also introduce the products to rural areas that have majority of low income groups
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.305 | 0.158 |
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 source (direct Gemma or distilled Codex), 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".