The judicial construction of the role of the teacher
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 paper examines the evolving Canadian jurisprudence at the appellate court level to outline the emerging definition – what is termed the “judicial construction᾿ – of the role of the teacher. “Judicial construction᾿ is a phrase intended to capture the attribution by judges of the social and educational significance of teachers. It is a phrase that recognizes the interpretative role of judges in adjudicating legal situations involving teachers and the importance ascribed to teachers by judges. In this context, the focus is on issues of teacher misconduct outside the classroom and during off-duty hours. The paper deals with only those cases in which questionable, but otherwise legal behaviour, are explored. It undertakes a detailed look at two recent Supreme Court of Canada decisions concerning alleged teacher misconduct, in the form of discrimination, to outline the evidentiary tests that must be satisfied to establish misconduct. Although this entails a discussion of competing constitutional rights, an extensive analysis of these rights and freedoms is left to future work. LA CONSTRUCTION JURIDIQUE DU ROLE DES ENSEIGNANTS Cet article examine la jurisprudence canadienne d’evolution au niveau de la Cour d’appel pour souligner la definition emergeante, de ce qui se nomme la « construction judiciaire » du role de l’enseignant. Dans ce contexte, l’attention est mise sur les cas d’enseignants qui se conduisent de facon inappropriee en dehors de la salle de classe et pendant leurs conges. Cet article traite seulement de ces cas questionnables mais aussi de ceux ou le comportement legal est a explorer. Il regarde dans le detail deux cas de mauvaises conduites d’enseignants, sous la forme de discrimination, ou la Cour supreme du Canada a pris des decisions, et souligne les tests probatoires qui doivent etre etablies pour parler d’inconduite. Bien que cela necessite un discussion a propos des droits constitutionnels en jeu et une analyse intense de ces droits et libertes qu’il reste pour un travail futur.
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.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| 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