Cultivating Empathy and Community for Adults with Disabilities: Germany’s “Die Lebensgemeinschaft e. V.” of Sassen and Richthof
Bibliographic record
Abstract
Sassen, a German rural community, cares for mentally disabled adults with the purpose of providing them with the empathy, freedom, and community that other institutions often fail to provide. Through participant-observation and interviews, this study examines the ways in which this isolated community does not deny disabled individuals of their humanity. Sassen has full-time, live-in caretakers that care for their own surrogate family of disabled residents, creating an empathetic, and personal community. Through its isolation from society and its live-in staff, Sassen goes beyond ensuring their residents’ survival and provides them with the freedom and empathy to engage in romantic relationships, belong to a family, and have a sense of purpose through their jobs that help sustain their community – to live and not just survive.
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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 | 0.000 | 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".