The Research on Performance of Industrial Innovation System/RECHERCHE SUR LA PERFORMANCE DU SYSTÈME D'INNOVATION INDUSTRIEL
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
The concept of industrial innovation system has been applied for explaining industrial development power. How about is operating ability and performance of an industrial innovation system? How evaluates performance of an industrial innovation system? Those problems raise attention of scholars and governors. The paper puts forward indicators system and method for evaluating performance of industrial innovation system. We evaluate 29 industrial innovation system applying those indicators and method. We conclude: 1 st , Different industries have different operating ability and they have different performance. 2 nd , If synthesizing ability of an industrial innovation system is stronger, this is not meaning its each part stronger. 3 rd , There is not a model
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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 | 0.029 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.009 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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