Increasing Motivation and Engagement in Advanced Literature Courses: Visions of Home: Johann Wolfgang Goethe’s Novel Die Wahlverwandtschaften (1809; Elective Affinities)
Bibliographic record
Abstract
Goethe’s complex novel, Die Wahlverwandtschaften, with its focus on enhancing the home and its landscape, an activity that ends in chaos and destruction, allows for a problematization of the Enlightenment credo of perfectibility of humanity and its environment. To increase student motivation, I prefer thematic courses instead of relying on survey courses. In particular, I favor topics that lend themselves to comparing and contrasting the students’ contemporary experience with the historical context. Creating a link between the past and the present, thus offering both familiarity and alterity, facilitates access to the respective theme. At the same time, employing typical pedagogies used in the beginning language courses (images, activities beyond questions, worksheets, games) also in the advanced language, literature, and culture courses like the one described here, fosters stronger engagement with the literary text. This fourth-year course, taught in German, meets our “Learning Goals”, emphasizes transferable skills, and contributes to project-based learning.
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.
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 | 0.000 | 0.001 |
| 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".