Management Efficiency and Its Measuring Methods
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
What is management efficiency and how to measure it which is a subject that isn’t resolved scientifically in the world of academe. The authors of the paper, to start with researching quantity of management, think that management efficiency is quantity of information communicating finished by a manager in a unit time and on the basis of which put forth corresponding method of measuring management efficiency. Key word: management efficiency, essentials of management, method of measuring Resume: Q’est-ce que c’est l’efficacite de la gestion? comment peut-on la mesurer ? c’est une question qui n’est pas encore resolue dans le monde academique. l’auteur de cet article, en commencant par l’etude de la quantite de la gestion, pense qu l’efficacite de la gestion est la quantite des informations communicatives accomplies par un gerant dans un temps determine, d’ou viennent ses methodes de mesure correspondes. Mots cles: l’efficacite de la gestion, l’essentiel de la gestion, la methode de mesure
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 | 0.007 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 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