Slowdown of growth in the management consultancy sector
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
Abstract Members of the Management Consultancies Association (MCA) have reported revenues of £1.11 billion for the second quarter of 2001 compared with £1.09 billion in the first quarter, a rise of 1.3%. These figures indicate that the MCA revenues are following closely the performance of the UK economy (see Table 1). Income from Management Consultancy Services (MCS) have declined by 2.1% in the period whilst IT rose by 3.1% and Outsourcing rose by 9.3%. E‐business continues to be a major driver for consultancy work. Members predict that much new work will be in the public sector and overseas. Bruce Petter, MCA's Executive Director said, These figures reflect a rather less optimistic picture both of MCA member revenue growth and UK economic activity. He added that in the past MCA and MCS revenues and GDP have been closely linked.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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