Gli esercizi ADVP per l'Activaction du Developpement Vocationnel et Professionnel
Bibliographic record
Abstract
Il contributo presenta la costruzione di una serie di esercizi rivolti a studenti universitari che hanno già delimitato il campo delle loro scelte professionali alle professioni educative e hanno la finalità di promuovere la maturazione di una scelta più specifica dell'ambito educativo al quale rivolgersi. A tal fine è stata scelta la Metodologia ADVP (Activaction du Developpment Vocationnele et Personnel) creata in Canada negli anni 70' del secolo scorso e ampiamente validata in Sicilia.
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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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.008 |
| Science and technology studies | 0.006 | 0.009 |
| Scholarly communication | 0.025 | 0.079 |
| Open science | 0.009 | 0.003 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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; both teacher heads agree on what is shown here.
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".