"There is no space for being German": Portraits of Willing and Reluctant Heritage Language Learners of German
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
Some heritage language learners (HLLs) are comfortable identifying themselves as such, while others are decidedly reluctant to adopt this term (Piño & Piño, 2000). HLLs in this paper are defined as those students having a parent or grandparent who speaks German or those who have spent a significant part of their childhood in a German-speaking country (as suggested in Beaudrie & Ducar, 2005, p. 13). This paper highlights case studies of six HLLs of German at the post-secondary level who are participants in a motivation study (Dressler, 2008). Three students are ‘willing’ HLLs. The additional three case studies are of students that I will call ‘reluctant’ HLLs of German, and this paper explores the reasons behind their reluctance and the components of self-identification, which include language identity (Block, 2007; Pierce, 1995); language expertise; affiliation and inheritance (Leung, Harris, & Rampton, 1997); cultural artifacts (Bartlett, 2007) and positioning (Block, 2007).
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 | 0.001 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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