MétaCan
Menu
Back to cohort
Record W6989868864

Chapter La formazione universitaria al Servizio sociale: dalla Scuola al Diploma alle Lauree

2025· other· en· W6989868864 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicHistorical and Environmental Studies
Canadian institutionsnot available
Fundersnot available
KeywordsRestructuringQuarter (Canadian coin)Consolidation (business)Context (archaeology)Social workWork (physics)Mainstream
DOInot available

Abstract

fetched live from OpenAlex

Here we retrace the origins and development of the teaching of Social Work in the context of the “Cesare Alfieri”.The inclusion of Social Work was neither quick nor easy. We will briefly retrace the path that led from the School of Social Work, a private initiative, started after the Second World War, to the Higher School for Special Purposes, in the university environment, up to the university diploma and then to the degrees awarded by the Faculty/School. The restructuring and requalification of Social Work through the regulatory reforms of the last quarter of the century has led to it becoming a strong point both in quantitative and qualitative terms. The commitment of the teaching staff has been aimed at making the most of the traditional interdisciplinary skills of the Faculty to build a solid initial cultural base for future social workers; and on this basis to graft an equally solid professional competence. Until the consolidation of a virtuous circle between academic teachers and social work professionals.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.064
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0220.001

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.

Opus teacher head0.009
GPT teacher head0.244
Teacher spread0.234 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same topicHistorical and Environmental StudiesFrench-language works237,207