Developing information literacy skills in elementary students using the web-based Inquiry Strategies for the Information Society of the Twenty-First Century (ISIS-21)
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.
Bibliographic record
Abstract
This study was undertaken to learn about the impact of using the web-based Inquiry Strategies for the Information Society of the Twenty-First Century (ISIS-21), software developed by the authors, to improve the information literacy (IL) skills of late elementary students (10-12 years). Using a series of multi-media and learning strategies design principles, ISIS-21 was designed to be used in late elementary classrooms given the gap in children’s IL skills and the increasing importance for individuals to be critical consumers of information, particularly when using Internet-based environments. An exploratory, two-phase field trial was conducted in English schools in a central province of Canada. In both phases the research design was a one-group, pretest-posttest where data were collected from 150 students at the baseline and after the use of ISIS-21 for completion of an inquiry project. Teacher self-reports were also collected. The results were encouraging as we were able to establish the feasibility and importance of using ISIS-21 in classrooms to promote the development of IL skills in late elementary students.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.120 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it