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Guia para um programa de práticas integradas para apoiar o retorno ao trabalho e a promoção da permanência no emprego

2016· article· pt· W2560324521 on OpenAlex
Louise St-Arnaud, Mariève Pelletier

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

VenueAmericanae (AECID Library) · 2016
Typearticle
Languagept
FieldSocial Sciences
TopicEducation and Work Dynamics
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Tradução do original publicado pelo Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail (2014). Guide : soutenir le retour au travail et favoriser le maintien en emploi / Guide : to an integrated practices program for supporting a return to work and promoting job retention.http://www.irsst.qc.ca/media/documents/pubirsst/rg-758.pdf/ http://www.irsst.qc.ca/media/documents/pubirsst/rg-813.pdf .Traduzido para o português por Pedro Barros (Tikinet). Revisão da tradução: Laboratório de Investigação e Intervenção em Saúde e Trabalho (LIIST) – Curso de Terapia Ocupacional – Faculdade de Medicina da Universidade de São Paulo (LIIST - FMUSP); autorizada publicação em português, acesso aberto na Revista de Terapia Ocupacional da Universidade de São Paulo 2016;27 (ed. especial).

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.581
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0010.002
Scholarly communication0.0010.002
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.002

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 head0.035
GPT teacher head0.323
Teacher spread0.288 · 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