An Exploratory Study Into the Information-Seeking Behaviour of Grade-Three Students
Bibliographic record
Abstract
As the Internet and new pedagogical methods are introduced into the classroom, young children in the lower grades of elementary school are engaging in multi-source research to support class projects. The proposed phenomenological study is advocated to study the techniques employed by young students when looking for information, the kinds of sources they prefer, how these sources are used, what barriers are confronted, the students’ feelings about the process, and how they can be helped to exploit better the information resources available to them.Depuis que l’Internet et les nouvelles méthodes pédagogiques ont été introduits dans les salles de classe, les jeunes enfants des premières années de l’école primaire effectuent des recherches multi-sources dans le cadre de leurs projets scolaires. L’étude phénoménologique proposée a pour objectif d’étudier les techniques utilisées par les jeunes élèves lorsqu’ils cherchent de l’information, les catégories de ressources qu’ils préfèrent, comment ces ressources sont utilisées, quels inconvénients sont rencontrés, les sentiments ressentis par les...
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".