The Evolution of the Industry over the Period 2001-2013
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
This paper presents the evolution of Romanian industry during the last fourteen years. Some of the key topics approached by the authors are the overall evolution of industry, the emphasis of the most significant braches of industry, which recorded growths or decreases, the analysis of the turnover in industry. The statistical data concerning the situation recorded by the industry up to July 2013, published by the National Institute for Statistics, are offering a still discussable picture on the forthcoming foreseeable period. If in 2000 the industrial production marked a slight increase as against the year 1999 (practically achieved due to almost exhausted resources), after the year 2001 it is possible to state out that a recovery process has been launched which, unfortunately, has been fractured as from the beginning of the IV quarter when the effects of the economic and financial crisis start of being felt.This development occurred at the level of all branches, mainly the one of the electric and thermic energy.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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