Understanding on the Background of the Era of Independent Innovations in China
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
Independence in the independent innovation emphasizes that innovation (or realization of the principal) is belong to our country; from the perspective of overemphasizing the technology-dependent to understand the point of independence; from the perspective of safeguarding national security to understand the independence ; from the perspective of adjustment of the economic structure, and the transformation of the mode of growth to understand the point of independence; from the perspective of economic efficiency to improve understanding of the manufacturing industry's independence; from the perspective of building a resource-saving society to understand independence . Key words: Independent innovation, Innovation, Reliance on technology, National security, resource-saving society Resume: L’ « independance » dans l’innovation independante souligne que l’innovation appartient a notre pays, on doit comprendre le point d’ « independance » dans la perspective de la sur-accentuation la « technologie-dependance », de la sauvegarde de la securite nationale, de l’ajustement de la structure economique, de la transformation du mode de croissance, de la construction d’une societe econome de ressources et de l’efficience economique. Mots-Cles: innovation independante, innovation, dependre de la technologie, securite nationale, societe econome de ressources
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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