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O uso pedagógico das Tecnologias da Informação e da Comunicação na formação dos futuros docentes no Quebec

2008· article· pt· W2030221323 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEducação & Sociedade · 2008
Typearticle
Languagept
FieldSocial Sciences
TopicEducation and Digital Technologies
Canadian institutionsUniversité du Québec à MontréalUniversité de Montréal
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Será que os docentes que estão sendo formados no Quebec estão prontos para integrar as tecnologias da informação e da comunicação (TIC) num contexto escolar? Para responder a essa pergunta, uma pesquisa foi realizada junto a 2.065 futuros professores, 410 professores associados e 90 supervisores de estágio, oriundos das nove universidades francófonas que oferecem um programa de formação inicial de professores no Quebec (Canadá). Os resultados mostram que os futuros professores têm acesso aos equipamentos necessários para se familiarizar com as TIC e dominam bem as ferramentas tecnológicas básicas. Nossos dados também revelam que as usam, regular e criticamente, para planejar, comunicar, buscar informações, preparar materiais pedagógicos, resolver problemas ou se aprimorar no plano profissional. Apesar desse retrato muito promissor, nossos resultados também indicam que uma proporção muito pequena de futuros professores usa essas tecnologias em sala de aula. Nossa conclusão apresenta algumas recomendações.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient 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 score0.123
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0040.004
Scholarly communication0.0010.003
Open science0.0030.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.005

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 head0.108
GPT teacher head0.379
Teacher spread0.271 · 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