Young litigation solicitors and their perceptions of movement from qualification to the 3-year watershed
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
The study first discusses solicitors’ training, in its political context, providing an outline of litigation practice measured against relevant competence frameworks, including those intended to mark the point of qualification for the future, demonstrating that the point of qualification may be characterised by stress, uncertainty and mixed messages as to the status (if any) now achieved: a period of “professional adolescence”.The currently proposed competence framework for the point of qualification is analysed so as to extract from it an assumed “competence for development”. The literature relating to CPD; adult learning; nature and acquisition of expertise and workplace learning is then analysed in the context of the interview group. The existing CPD scheme is found to permit, rather than to encourage, development including the “aspiration” required to increase the scope of activity (contrasted with enhancement of the quality of performance). The andragogical assumptions, in particular those of selfdirection and autonomy, are compared with the literature on the novice-expert spectrum, reconciled by concluding that the period of professional adolescence may depress developmental autonomy.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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