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
Management Crisis and Business Revolution describes the enormous gap between business theories on the one hand, and the realities of the workplace and uncertainties of the marketplace on the other. In place of reasoned management and disciplined organization John Harte depicts daily disorder, vagueness, and confusion; instead of the logical processes of classroom case histories with rational solutions. He provides tales of an abundance of irrational judgments, personal foibles, and business follies. Once a top operational manager with multinational organizations, Harte applies his hands-on knowledge of the business world to a realistic examination of workplace conditions. He describes methodically how to handle human limitations in the average business enterprise, as well as how to develop management strengths.The author observed superior and inferior management firsthand, and therefore witnessed the painful demise of many companies‘some of which, in his opinion, could have been saved. With thirty years' experience to draw on, he analyzes why so many businesses and products fail, while others succeed. He examines the amazing progress of Japan and other Pacific Asian countries; explains the decline of German, Canadian, British, and French management practices; and provides strategies for the marketplace.The business sectors described in this all-encompassing book include: high-technology, fast-moving packaged consumer goods like detergents; manufacturing and retailing consumer durables like furniture and appliances; soft goods; fashion products; service sector industries; manufacturing, wholesaling, and retail trade; and a whole range of new service industries. Harte stresses that while management and trade are timeless, dedication in the West has declined. The challenge is how to manage change by innovating, and replacing senile customs, systems, and institutions with more progressive ones suited to the new business environment. This unusually tough
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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