Justifiability of Studying Maritime Law Institutions in the Academic Tuition from Romania
Bibliographic record
Abstract
Maritime and river law has an independent character in relation with the other branches of law as it has its own research object and specific national and international springs. This is one of the justifications of river and maritime law studying as a distinct law branch in France, Spain, Italy, Russia, England, Canada, USA, etc. In the famous universities mostly from Europe, there are professors of river and maritime law and the law subjects maritime commercial law, administrative law, commercial law, sea law, maritime port law,etc., are taught by personalities of the juridical world. In the modern period, besides the commercial codes that have been changed or replaced, there have been adopted many normative national and international documents with other regulation objects than commerce. For the same reasons, the provisions of the Law no. 191/2003 enacted by governmental responsibility assumption cannot be totally applied because they are mostly unconstitutional, even though the normative document has a special importance as it replaced the Vth chapter of the Decision 443/1972 in which were incriminated facts of naval transport. The examples can continue, but we appreciate that there were brought forth enough arguments in favor of introduction themaritime and river law studying in the academic tuition. If this intercession is ignored, certainly, there cannot be a proper reform in the academic tuition.
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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 | 0.012 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.010 | 0.009 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".