Bibliographic record
Abstract
This study is an examination of the Magrath School Council, Magrath, Alberta, Canada, from 1995-2000. The study examines the reasons people in Magrath give for sitting on school council. The study also examines how the school council has evolved from 1995- 2000 and what the members consider their successes and failures. The results of the study provide some insight into the functioning of a school council in rural Alberta and hopefully offer some suggestions to school councils for avoiding potential problems and encouraging successes. Finally, a comparison of the work of a school council from the perspective of teachers and of parents is made. The results indicate that teachers, as council members, become very concerned when they think parent council members are using their positions on council to engage in school administration activities. Teacher members prefer a school council that works on building better communication between school and community. The studied group of parent members agree. In the beginning, parent council members had some serious misunderstandings of the work of a school council in the initial stages, coming to the task with personal agendas and activist determination. As their perceptions and their roles modified over time, the school council at Magrath has become a fairly innocuous organization, attending mainly to tasks that do not create conflict or tension with professional staff. Ironically, both parent and teacher members of the present school council are concerned about the current state of the council, worried that it lacks authority and purpose.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.029 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.004 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".