Teaching Across the Lines of Fault in Psychology and Sociology: Health, Obesity and Physical Activity in the Canadian Context
Bibliographic record
Abstract
While interdisciplinary knowledge is critical to moving beyond categorical ways of knowing, this comes with its own set of pedagogical challenges. We contend that acknowledging existing knowledge hierarchies and epistemological differences, recognizing the ideological baggage that students’ bring to the classroom in terms of their understandings of health, embracing intellectual uncertainty, and encouraging learning-as-witnessing, are fundamental to fostering an interdisciplinary pedagogy that opens up a space for dialogue between psychology and sociology. We draw on the case of obesity and physical inactivity in the Canadian context as an exemplar of a kinesiology dilemma in which both psychology and sociology have important, albeit different, roles to play. We suggest that the anxiety provoked by such an approach is not only necessary but productive to forge an intellectual space where psychologists and sociologists may better hear one another.
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".