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Record W4416503336 · doi:10.1590/1980531411398_pt

MENTORIA E PRÁTICAS EM SALA DE AULA: PERCEPÇÕES DOS ESTAGIÁRIOS

2025· article· W4416503336 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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCadernos de Pesquisa · 2025
Typearticle
Language
FieldPsychology
TopicCommunication in Education and Healthcare
Canadian institutionsUniversité Laval
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAutonomyOrder (exchange)Meaning (existential)Identity (music)

Abstract

fetched live from OpenAlex

Resumo Esta pesquisa, realizada durante a etapa final de um curso de licenciatura de uma universidade do Quebec, analisa as percepções de seis estagiários sobre as práticas de acompanhamento de seus professores supervisores e descreve suas práticas em sala de aula. Utilizando a teoria da autodeterminação, as percepções foram examinadas por meio de entrevistas semiestruturadas. Os resultados sugerem que, em geral, os estagiários percebem um apoio adequado de seus supervisores em relação à necessidade de pertencimento. Em contrapartida, o apoio percebido quanto à autonomia é mais variável, ao passo que aquele ligado à necessidade de competência parece mais limitado. Os estagiários também evocam dificuldades para desenvolver práticas de apoio aos alunos. O estudo recomenda a adaptação do acompanhamento oferecido aos estagiários e o fortalecimento da formação prática, a fim de melhor atender às necessidades dos alunos.

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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.504
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0140.002

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 head0.026
GPT teacher head0.439
Teacher spread0.414 · 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