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Record W7029920702

L'utilisation de tablettes numériques dans des classes de troisième secondaire : retombées, difficultés, exigences et besoins de formation émergents

2013· other· fr· W7029920702 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueConstellation (Université du Québec à Chicoutimi) · 2013
Typeother
Languagefr
FieldBusiness, Management and Accounting
TopicCompetitive and Knowledge Intelligence
Canadian institutionsnot available
Fundersnot available
KeywordsNucleofectionGestational periodTSG101HyporeflexiaDiafiltrationArticular cartilage damage
DOInot available

Abstract

fetched live from OpenAlex

Plusieurs écoles tentent d'innover dans un contexte où le
\npaysage technologique évolue rapidement et les tablettes numériques telles l'iPad sont clairement identifiées comme une technologie émergente susceptible d'avoir des retombées importantes en éducation à très court terme (Johnson et al., 2012). Une école secondaire québécoise intègre
\ndepuis septembre 2012 des iPad dans deux de ses groupes de troisième secondaire. Une équipe de recherche accompagne l'école et suit leur parcours. Cet article présente un premier regard sur les données préliminaires amassées depuis septembre 2012 auprès des enseignants, des élèves et de leurs parents.
\n
\nMany schools are trying to innovate while the technological
\nlandscape is changing rapidly. Digital tablets like the iPad are clearly identified as an emerging technology that could have a significant impact on education in the short term (Johnson et al., 2012). A Quebec high school 
\nintegrated iPad in two secondary three groups since last September. A research team accompanied the school and followed its course. This paper presents a first look at the preliminary data collected since the beginning of the project from the teachers, the students and their parents.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.538
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.003
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.1270.001

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 head0.016
GPT teacher head0.204
Teacher spread0.188 · 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