Project management using the PMBOK to improve productivity in the pastry industry in Huancayo
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
Productivity in companies is a vital element for survival in a competitive and often unequal market, therefore the implementation of the PMBOK in the pastry industry is necessary to provide a standardized framework that allows clearly define objectives, activities, and responsibilities, improving communication and control of scope, time and costs; The research aimed to establish the impact of project management applying the PMBOK in improving productivity in the pastry industry in Huancayo. Basic research developed under a quantitative and correlational level approach, data was collected from 10 companies in the bakery and pastry industry in the city of Huancayo located in the Department of Junín. The information was processed and modeled through structural equations based on PLS. The results indicate a Spearman Rho correlation coefficient of 0.799 with a significance level of 0.000, demonstrating a strong positive relationship between the variables analyzed. Likewise, the general hypothesis is confirmed, which establishes a significant relationship between project management and continuous improvement through the implementation of the PMBOK approach.
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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 | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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