Tertius Dolens: The Student Experience of the University of Manitoba Faculty Association Strike*
Bibliographic record
Abstract
Le fondement théorique de notre étude sur l'expérience vécue par les étudiants d'une grève du corps professoral d'une université s'appuie principalement sur la formulation théorique de Blumer selon laquelle l'interaction entre des acteurs, dans un cadre industriel, peut être divisée en trois étapes: 1) interprétation de l'expérience; 2) établissement de nouvelles relations; et 3) direction du mouvement ou ajustement. Chaque étape entraîne un changement de situation ainsi que des modifications correspondantes de la perception de soi et des autres. Dans cette étude, nous intégrons également le travail de Stebbins sur les situations difficiles. Nous appliquons ces concepts fondamentaux à l'étude d'une grève où un élément puissant ‐ la main‐d'ceuvre ‐, représentée ici par le corps professoral, se mesure à un autre élément ‐ la direction ‐, représentée ici par l'administration. Par ailleurs, nous privilégions un point que les autres études perdent souvent de vue: l'effet de cette lutte sur un élément tiers moins puissant, à savoir la population étudiante. The theoretical basis for this study of the student experience of a university faculty strike is provided primarily by Blumer's theoretical formulation that interaction between actors in an industrial setting can be studied in three principal phases: (1) interpretation of the experience; (2) the forging of new and emergent relationships; and (3) lines of movement or adjustment. Each phase involves a change in situation along with corresponding changes in the perception of self and other. We also integrate Stebbins' work on predicaments. These major concepts are employed as we follow a strike in which one powerful sector, labour (represented here as Faculty), is pitted against another, management (represented here as Administration), and focus on what other studies often lose sight of—namely, the effect of the battle on a less powerful third sector, the students.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.019 | 0.007 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".