Estilo de vida e vulnerabilidade social dos adolescentes no Bairro de Felipe Camarão, Natal/RN, 2005
Why this work is in the frame
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Bibliographic record
Abstract
This study it describes the style of life and vulnerability of the adolescents of the quarter of Felipe Camarão in Natal-RN, in order to understand its behaviors, as identified vulnerabilities. The questionnaire half-structuralized, was applied in the 145 adolescents, between 12-18 years, in the period of january-april of 2005. The drawn style, as the data had been 92.4% know of the importance of if feeding well; 86.9% have preserved sleep; 76.5% have good relation with its parents. However, 86.9% had affirmed not to have leisure area/diversion in the quarter. The 31.0% had not answered on corporal hygiene; 41.4% consume allowed drugs (majority alcohol), while 37.9% ilíctas (majority glue); 51.7% say that they do not talk with nobody on sex, while 30.3% talk with mothers; 38.0% are sexually active, initiate between 13-16 years. The behaviors of the studied adolescents indicate a style of healthful life, while others, not, such as: little participation in the leisure, due to option; consumption of allowed and illicit drugs; the lack of dialogue with parents on sex; precocious sexual relationship, added disfavored the economic and social conditions displays them in adopting a life style that implies in vulnerability.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it