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Record W4211250973 · doi:10.1515/9783110702231-010

Per una codicologia dei volgarizzamenti

2021· book-chapter· it· W4211250973 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

Venuenot available
Typebook-chapter
Languageit
FieldComputer Science
TopicLinguistic Studies and Language Acquisition
Canadian institutionsBP (Canada)Cenovus Energy (Canada)
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

Abstracts: Il presente contributo si prefigge, nella prima parte, di indagare, mediante un approccio codicologico e paleografico, la vasta tradizione manoscritta in volgare dei trattati morali del giudice Albertano da Brescia, rilevando le analogie e le differenze delle forme librarie a seconda del contesto storico e culturale di appartenenza; nella seconda parte, invece, si concentra nello specifico su due singoli casi (ovvero, il Pluteo 89 sup.64 della Biblioteca Medicea Laurenziana di Firenze e il II.III.272 della Biblioteca Nazionale di Firenze), grazie ai quali è possibile ricostruire le figure di coloro che trascrissero, possedettero e annotarono tali testimonianze.This essay firstly analyzes, from a codicological and paleographical perspective, the rich manuscript tradition of the moral treatises written by the judge Albertano da Brescia, with particular focus on the analogies and differences of the books / manuscripts in view of their cultural and historical background.Secondly, it discusses two specific examples (Pluteo 89 sup.64, Biblioteca Medicea Laurenziana, Florence, and II.III.272, Biblioteca Nazionale, Florence) which help us understand about the background of those who copied, owned, and commented on such witnesses.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.970
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0360.002

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 head0.023
GPT teacher head0.255
Teacher spread0.232 · 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