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Record W7015447017

STUDENT VOICE. Prospettive internazionali e pratiche emergenti in Italia

2013· other· it· W7015447017 on OpenAlexaboutno aff

Bibliographic record

VenueResearch Padua Archive (University of Padua) · 2013
Typeother
Languageit
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Initial training
DOInot available

Abstract

fetched live from OpenAlex

Student Voice è la denominazione di un movimento pedagogico internazionale, ancora poco conosciuto in Italia, ma radicato in paesi quali Regno Unito, USA, Canada e Australia dove, fin dalla sua nascita, si è rivolto alla comprensione delle migliori condizioni per legittimare la voce degli studenti come forza trasformativa della scuola.\nIn effetti risulta oggi condivisa l’idea secondo cui la partecipazione degli stakeholders sia un requisito fondamentale per il cambiamento efficace di qualsiasi organizzazione. Anche la ricerca educativa, già da molti anni, evidenzia come, in assenza di coinvolgimento dei docenti nei processi di riforma scolastica, tali trasformazioni non mettano radici. Tuttavia, si dimostra del tutto insufficiente l’attenzione posta alla partecipazione degli studenti ai processi di cambiamento, mentre pare ragionevole ritenere che il loro impegno e il loro coinvolgimento siano altrettanto essenziali quanto quello degli altri membri delle comunità formative.\nMuovendosi all’interno di questo quadro, il libro si apre con i contributi di alcuni dei fondatori della prospettiva Student Voice, per dare poi voce a ricercatori, soprattutto italiani, che si stanno oggi avvicinando alla stessa.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.290
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0070.003
Science and technology studies0.0010.005
Scholarly communication0.0000.001
Open science0.0050.007
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0400.080

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 head0.062
GPT teacher head0.349
Teacher spread0.287 · 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; both teacher heads agree on what is shown here.

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

Citations3
Published2013
Admission routes1
Has abstractyes

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