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Teenage Work: Its Precarious and Gendered Nature

2013· article· fr· W125720812 on OpenAlexaffvenueabout
Marjorie Griffin Cohen

Bibliographic record

VenueInterventions économiques · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyArt

Abstract

fetched live from OpenAlex

Cet article analyse les changements dans le travail des adolescents au fil du temps au Canada et les met en relation avec l'évolution néolibérale de la politique. Cet accent sur le travail des adolescents a donc été motivé par la détérioration des politiques publiques de protection sociale offertes à tous les travailleurs, mais surtout aux plus jeunes, pendant les grands changements en sens néolibérale qu’ont eu lieu au 21ème siècle.La méthodologie de cet étude repose sur100 entrevues faites avec des étudiants adolescents dans la région de Vancouver (50 garçons et 50 filles) afin de saisir comment ils comprennent et perçoivent leur travail. Cet article s’appuie aussi sur des statistiques de la population active afin de documenter les changements des modèles et de l'intensité du travail au fil du temps chez les adolescentes au Canada. Il met l'accent sur les différences de genre dans le travail chez les adolescents, les évolutions du travail adolescent. Il souligne que la rétribution pour ce travail s’est détériorée au fil du temps, et indique que les politiques publiques adoptent une perspective limitée pour traiter la question des nouvelles arrivées sur le marché du travail.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.798
Threshold uncertainty score0.406

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.003
Scholarly communication0.0040.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.000

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.

Opus teacher head0.043
GPT teacher head0.323
Teacher spread0.279 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations4
Published2013
Admission routes3
Has abstractyes

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