MétaCan
Menu
Back to cohort

Neoliberalismo e sofrimento psíquico: a psiquiatrização dos padecimentos no âmbito laboral e escolar

2020· article· pt· W3084075200 on OpenAlexaboutno aff
Sandra Caponi, Patrícia Kozuchovski Daré

Bibliographic record

VenueMediações Revista de Ciências Sociais · 2020
Typearticle
Languagept
FieldPsychology
TopicPsychology and Mental Health
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

O neoliberalismo é um espaço de produção de subjetividade cujo eixo é a noção de capital humano. Considerando-se que, para o discurso neoliberal, a construção desse capital humano deve ter início na primeira infância, mostramos que, nesse contexto, a educação é entendida como um investimento destinado a hierarquizar e valorizar esse capital. Partindo dos trabalhos de Dardot e Laval, propomos estudar o impacto efetivo que esse modo neoliberal de entender educação tem no âmbito escolar, sublinhando seu vínculo com a proliferação de diagnósticos psiquiátricos na infância. Finalmente, analisamos de que modo esse processo de psiquiatrização dos sofrimentos psíquicos, e de apagamento de fatores e conflitos sociais, impacta na saúde mental das crianças quando elas fracassam no processo educativo.

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)0.004
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.026
Scholarly communication0.0080.006
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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.

Opus teacher head0.042
GPT teacher head0.351
Teacher spread0.308 · 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 designQualitative
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

Citations9
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueMediações Revista de Ciências SociaisSame topicPsychology and Mental HealthFrench-language works237,207