Research on the Construction of Intellectual Property Operation Platform under the Background of “Internet +”
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
Intellectual property operation platform serves as an important bridge between promoting and realizing the value of intellectual property. And the construction and improvement of it holds the key to improve the level of intellectual property application and implement Chinese IPR strategy. Moreover, the coming of “Internet +” era creates a favorable environment for intellectual property operation platforms. The purpose of this paper is to explore how to build an intellectual property rights operation platform which has overall function under the background of “Internet +”, then to create a “one-stop” solution for intellectual property operation under demand orientation. The second step is to strengthen the external linkage between intellectual property operation platform and other platforms to integrate resources. The third step is to design the internal business module of intellectual property operation platform, emphasize the compatibility of different subjects’ interest in the platform and avoid the technical, legal and economic risks in the construction process of intellectual property operation platform.
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 | 0.001 | 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 | 0.003 |
| 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