MétaCan
Menu
Back to cohort

Consumo de drogas entre estudantes universitários: família, espiritualidade e entretenimento moderando a influência dos pares

2015· article· pt· W2303759915 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueTexto & Contexto - Enfermagem · 2015
Typearticle
Languagept
FieldSocial Sciences
TopicYouth, Drugs, and Violence
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsHumanitiesPsychologyArt

Abstract

fetched live from OpenAlex

pesquisa quantitativa, descritiva e exploratória, com desenho transversal que investigou o papel da família, da espiritualidade e do entretenimento em moderar a relação da influência dos pares sobre o consumo de drogas entre estudantes universitários. A amostra foi composta por 250 estudantes de uma universidade pública brasileira de forma não probabilística. Foi elaborado um questionário com cinco escalas validadas que indagaram sobre a influência do grupo de pares, as relações familiares, o entretenimento, a espiritualidade e o consumo de drogas. Utilizou-se o programa SPSS versão 18 para a análise estatística. Verificou-se que 90,8% dos estudantes da amostra tinham pelo menos um amigo consumidor de drogas, e as mais consumidas foram álcool, tabaco e maconha. Estabeleceu-se associação significativa entre alguns fatores acadêmicos e culturais com o consumo de drogas lícitas e ilícitas. Recomenda-se a elaboração de estratégias preventivas, considerando a influência dos fatores culturais sobre o consumo de drogas entre os estudantes universitários.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.306
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.002

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.

Opus teacher head0.412
GPT teacher head0.457
Teacher spread0.045 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it