Knowledge of legal terminology and court proceedings in adults with developmental disabilities.
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
This research compared 40 adults with mild developmental disabilities (DD) and 40 nondelayed adults (ND) in terms of knowledge of legal terms and court proceedings. For all of the 34 terms studied, with the exception of "police office" there were significant differences between the DD and ND groups with respect to degree of conceptual understanding of terms. Results indicate that all but 6 terms assessed (adjourn, allegation, crown attorney, defendant, prosecute, and court reporter) were well-defined by 85% or more of ND participants. In contrast, only 8 of the terms (police officer, lawyer, jail, court, lie, truth, judge, and witness) were reasonably conceptually understood by at least 75% of DD participants. Reported familiarity with terms in DD participants is not a reliable indicator of actual familiarity with terms. Results are discussed with respect to the need for education of DD individuals and legal professionals to support participation and fair treatment of DD individuals in legal situations.
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 | 0.000 | 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 | 0.000 |
| 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 it