Empresas municipais de desporto: contributos para a sua caracterização legal, funcional e relacional
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 present work approaches a thematic that is not commonly explored and researched in sport sector, although its extreme importance for the development and management of Sport at the local level. Since we are devoted to the problem of characterization and functioning of the organizational structures that surround sport, the scope of the present work is the set of municipal enterprises that consider sport in their code of economic activity. The main objective of our work is to characterize these entities, which are considered as local enterprises, regarding their legal and operational framework, particularly their size, location, turnover, labour force and main code of economic activity. These companies became more and more frequent in the Portuguese municipalities during the last decade, as a new culture of management in various areas, namely in sports management, whose organizational and legal framework recently suffered significant changes due to the publication of the Legal Framework for the Local Enterprise Sector, Law 53-F/2006, of 29 of December. This law will be in the core of our analysis in the present work.
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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