Bibliographic record
Abstract
Condominium Board of Directors in Canada has some distinctive features in both the internal structure and the external environment.Firstly,condominiums are registered as legal personality of corporations in Canada.The building owners' organization is called Board of Directors.Building owners are similar with shareholders and condominium management is regarded as an economic behavior which is embedded in the society.Secondly,the building property manager has been defined as an agent of the board of directors.They don't have any other reward except remuneration.Thirdly,the property management supplies their services through a variety of professional service companies.In reference to Canadian experience,the most fundamental thing is that property management should be defined as an economic activity and must be segregated from social management.First of all,we must differentiate building owners' status as property owner and the commercial entity status of the condominium.Meanwhile we have to clarify the role and develop professional ethics for property manager as agent of Board of Directors.Thirdly,we must establish and improve external property management marketing service systems so as to realize the marketization of the property service system.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".