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Record W4320080153 · doi:10.17118/11143/19990

Fabio Rossi e Fabio Ruggiano (2022), Errori, orrori, regole e falsi miti dell’italiano contemporaneo, Firenze, Franco Cesati, 121 p. [ISBN: 978-88-7667-932-2]

2022· article· it· W4320080153 on OpenAlexvenueno aff
Stefania Guarneri

Bibliographic record

VenueCircula · 2022
Typearticle
Languageit
FieldComputer Science
TopicLinguistic Studies and Language Acquisition
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

La curiosità verso la norma linguistica è quella che spinge tutti coloro che amano imparare una lingua ricercandone la sua più intima essenza.Spesso si ignorano i meccanismi che spingono ad esprimerci, in modo diverso o nello stesso modo, nel parlato e nello scritto e i più tradizionalisti, generalmente, stentano ad accettare un certo tipo di eloquio reso sempre più estremo, oggi, nella forma (grafia) e nella sostanza (sintassi, strutturazione del periodo, lessico).La vitalità della nostra lingua risiede, in fondo, nella sua capacità di trasformarsi continuamente, nel fatto che le sue regole sono contraddette da eccezioni, e, quel che più è importante, nel riflesso sociale e ideologico che la lingua ha sui suoi utenti (parlanti e scriventi); qualsiasi preclusione risulterebbe ostativa alla sua naturale e necessaria evoluzione.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.045
Threshold uncertainty score0.151

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.004
Science and technology studies0.0020.002
Scholarly communication0.0060.007
Open science0.0010.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0450.029

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 head0.015
GPT teacher head0.233
Teacher spread0.218 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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
Published2022
Admission routes1
Has abstractyes

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