Redefining the roles of master and apprentice: Crossing the threshold through the co-creation of a first-year seminar
Bibliographic record
Abstract
Students as Partners is an innovative approach to higher education that seeks to redefine both student and faculty roles and expectations on college campuses through the creation of equitable and inclusive partnerships in a variety of ways. This paper details our research in the co-creation of the curriculum for an undergraduate first-year seminar. It describes our journey from conceptualization to assessment of the course including creating the class, administering it for first-year students in the fall of 2018, and evaluating how successful the course was based on both our own perspectives, as well as student course feedback. Findings suggest that both partners had a transformative experience in which they crossed a threshold, creating new expectations surrounding roles and relationships for future student-faculty partnerships. Additionally, the students enrolled in the course provided feedback about the perceived successfulness of the co-created curriculum and the overall course experience based on our collaborative efforts.
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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 | 0.001 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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 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".