Perspektywy Kanady i Australii w kontekście ich przynależności do Commonwealth
Bibliographic record
Abstract
The number of states with the monarchy system is decreasing today. Currently, there are about 50 of them in the world, including the 16 Commonwealth Realms. Canada and Australia are the countries with the longest Commonwealth Realm status and belong to the Commonwealth of Nations, an international organization associating 53 member states. Currently, Queen Elizabeth II is the sovereign of both countries and she will probably be succeeded by her eldest son, Prince Charles. Due to the fact that the monarch lives in the UK on a daily basis, her duties are performed by the governor general. The purpose of this article is a comparative analysis of Canada and Australia, aiming at presenting the moods prevailing in these countries in the context of a possible change of the state system from a monarchy to a republic.
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 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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.008 | 0.009 |
| Meta-epidemiology (broad) | 0.008 | 0.003 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.011 | 0.004 |
| Research integrity | 0.005 | 0.010 |
| Insufficient payload (model declined to judge) | 0.091 | 0.122 |
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; both teacher heads agree on what is shown here.
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".