Legal Regulation of Land Relations in the Context of Canadian Legislation
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
The relevance of the study is conditioned by the need to analyse international practices of legal regulation of land matters, in particular on the example of the Canadian experience, to update and further implement Ukrainian legislation. The purpose of the study is to identify the features of the legislative regulation of land relations in Canada, Ukraine, and other countries. The methods used to investigate the selected topic include: dialectical, formalisation, legal, formal and legal, hermeneutic, logical-legal, systemic, structural and functional, axiomatic, induction and deduction, analysis and synthesis. The study identified the basic concepts, terms and phenomena used in the field of land regulation in Canada and other countries; the concept of “land relations” is characterised, the objects and subjects of land relations are defined; an analysis of the legal framework governing land relations in Canada and the peculiarities of such regulation; features of regulation and implementation of land relations in Ukraine and such countries as Great Britain, Germany, France, Australia, and New Zealand are described; the list of regulations is compiled based on which regulation of land relations is carried out. The provisions highlighted in the paper are of practical value primarily for entities whose activities are aimed at regulating and controlling land relations, persons whose rights are directly or indirectly covered by the land sphere and fall under the regulation in this area
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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