Bibliographic record
Abstract
This paper argues that The Comprehensive Economic and Trade Agreement Canada-EU(CETA) is the element of maximum visibility for the current legal framework ofbilateral trade relationsbetween Romania and Canada. Among other things, the agreement seeks to bring about a better harmonization of trade regulations and rules a greater mobility of people, better access to the public procurement market and higher protection of intellectual property and foreign direct investment. This feature will be particularly valuable insofar as it reflects a new reality ininternational trade. More than ever, Canadian and European enterprises are developing economic collaborations in producing goods and services within the global supply chains. Also, there is an increasing demand for the business community to create an environment where companies can connect faster and more effective with their foreign partners. Overall, CETA allows faster and less costly to the Canadian and EU markets for exporting companies, by introducing of specific measures reducing technical barriers on trade and enhancing the cooperation in the field of regulatory. This aspect is reflected by cost savings and gains of efficiency for both parties of the CETA. On this background, it can be noticed that CETA brings new opportunities for enterprises established in the territory of each of the two Parties. In addition to these legal issues which are found in the scientific content of the paperit is evidenced from an economic perspective the overall evolution of Romania's trade relations with NAFTAand especially with Canada as a member state of this organizationin the last ten years. Also in this context, it is suggestedthe idea thatthe intensification ofthe bilateral trade between Romania and Canada, can contribute substantially to the creation of mutual welfare thanks to liberalizingthe exports and imports of industrial goods with high added value.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.004 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".