Political Philosophy: The Ethics of Globalization and Scenarios Provides Educational Message to the Society
Bibliographic record
Abstract
Roman Ideal of Republic explained the meaning in this way where Cicero excluded black people (race in society), poor people, but in the modern republic we all are included, which guaranteed the republic for all (a shared moral values). The purpose of the topic is to understanding globalization and the proper implementation of its ethics from the Roman Republic to the 20th century’s democracy, violence, human rights etc. based on the theories like consequential and non-consequential. It is an educational philosophy by learning democracy and its openness, its current violent atmosphere, and learning through the artistic politics for a new set-up of philosophic education in the school curriculum. Methodologies have been constructed by academic journals and books. The outcome of the essay helps to find out the problems of ethics in the present scenario and its connection from the era of Cicero, Socrates, Plato, Bentham, Aristotle, and Immanuel Kant. The feature question is do ethical terms implement from the beginning of the republic to the current globalism? If not, how can it be implemented?
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.
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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.030 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".