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Identity texts and relationship to reading and writing in a 6th grade primary school class

2022· article· en· W4324274219 on OpenAlexaffabout
Céline Renaulaud

Bibliographic record

VenuePsychology in Education · 2022
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Media Use
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsReading (process)Class (philosophy)Identity (music)PsychologyLinguisticsMathematics educationComputer scienceArtPhilosophyArtificial intelligenceAesthetics

Abstract

fetched live from OpenAlex

Introduction. In a context of identity-based writing workshops, set in a 6th-grade primary school class (students were 12 years old at the time of the experiment) in Quebec City (Province of Quebec, Canada), the purpose of our research was to explore the extent to which the relationship to writing and reading, on one hand, and the writing skills, on the other hand, were going to evolve and in what way (positive, negative, no evolution). The type of texts proposed to the students are called “identity-texts”, that is to say autobiographical texts. Students were invited to write about their own life experience. Those contexts of writing production are supposed to provide a significant context to the activity of writing and therefore to play a positive role in the relationship to writing (Cummins, Early 2011). It is what we intended to explore in our research. Materials and Methods. Semi-directed interviews were conducted with 10 pupils of the class, before and after the implementation of the workshops, during a period of four months, in a linguistically heterogeneous sixth-grade primary: French-speaking thank ystudents and non-French-speaking students. The interviews were analyzed in order to highlight the evolution of the relationship to reading and writing. Results. Our results indicate that the relationship to reading and writing has largely evolved favorably and that the meaningful context has allowed the evolution of the students’ writing and reading skills. Conclusions. Therefore, we consider that writing identity texts should be promoted as they give the opportunity to pupils to develop not only their writing skills but also their taste and talent for writing, in a very significant manner.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.083
Threshold uncertainty score0.165

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.003
Scholarly communication0.0040.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.050
GPT teacher head0.416
Teacher spread0.366 · 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 designObservational
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".

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Citations0
Published2022
Admission routes2
Has abstractyes

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