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Record W6947600710 · doi:10.4399/978885488445810

Diritto all'assistenza sociale e terzo settore nell'ordinamento regionale sardo

2015· book-chapter· it· W6947600710 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUNICA IRIS Institutional Research Information System (University of Cagliari) · 2015
Typebook-chapter
Languageit
FieldSocial Sciences
TopicItalian Social Issues and Migration
Canadian institutionsnot available
Fundersnot available
KeywordsSocial policyMagisteriumQuarter (Canadian coin)Legislation

Abstract

fetched live from OpenAlex

Il volume svolge una riflessione sullo stato del diritto all’assistenza sociale in Sardegna. Sottoposta alla prova della crisi economica globale e italiana, la garanzia di tale diritto è sempre più condizionata da politiche regionali efficienti, stante il crescente ruolo delle regioni nel complessivo assetto del welfare. Dopo aver analizzato due casi di studio – l’assistenza alle persone con disabilità e l’assistenza agli immigrati – anche alla luce dei flussi finanziari esistenti, il volume ricostruisce il quadro giuridico dentro cui le politiche sull’assistenza sociale si sviluppano e svolge alcune riflessioni sull’effettività e le esigenze di miglioramento di tali politiche nella Regione Sardegna.

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 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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.852
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.004
Scholarly communication0.0000.004
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.003

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 head0.173
GPT teacher head0.346
Teacher spread0.173 · 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