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Record W4206299341 · doi:10.1080/2331186x.2021.2023082

Planning at the elementary level: Analysis of teachers’ life course

2022· article· en· W4206299341 on OpenAlexafffundabout
Anne-Marie Miville, Anabelle Viau‐Guay, Christine Hamel

Bibliographic record

VenueCogent Education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsUniversité Laval
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPsychologyMathematics educationCourse (navigation)Statistical analysisPedagogyStatisticsMathematicsPhysics

Abstract

fetched live from OpenAlex

This study describes the planning activities of 12 in-service elementary school teachers in Quebec. Theureau’s (2006) course-of-action theory was used to document the teachers’ life course relating to their planning activities over an entire school year. Semi-directed interviews were conducted using authentic planning materials (agendas, workbooks, schedules, etc.) used by teachers in order to describe their activity as it unfolds over time. The results show that teachers for all school subjects concurrently, mainly differ according to the timeframe involved (short, medium, long-term). Their concerns remain largely unchanged over the three timeframes, except that they are fleshed out in more detail for the short term, particularly with regard to the complexity of taking into account the pupils’ characteristics, the teachers’ situation and the collaborative nature of these activities. Results also describe how their planning activities are supported by multiple actions and communications over an entire school year.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.517
Threshold uncertainty score0.971

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.212
GPT teacher head0.441
Teacher spread0.229 · 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 designQualitative
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".

Quick stats

Citations2
Published2022
Admission routes3
Has abstractyes

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