Organizations which make a difference: a philosophical argument for the “people focused organization”
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
Traditional management theory is grounded in the concept of bureaucracy which provides a platform for managers to control behavior. When behavior is controlled, personal freedom and the ability to innovate are curtailed, yet creativity is a key driver competitive advantage. Creativity is unleashed when individuals are provided with the opportunity to express their individual freedom, when they feel their actions make a difference . Organizations, bounded only by economic motives, fail to provide such an environment, but when an organization extends its focus to encompass society and the environment, members of the organization can be inspired to share the dream of the organization. This paper explores the traditional management concepts, and presents the reader with a philosophy that both encourages individual freedom and maintains an ordered society. The paper concludes by applying the philosophy to a model for organization design, which facilitates individual freedom and retains the controls necessary to meet performance targets.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it