MétaCan
Menu
Back to cohort
Record W4313816643 · doi:10.1386/jicms_00158_7

Perspectives on Tonino Guerra: Interviews with Rebecca West, Federico Pacchioni, Giame Alonge and Goffredo Fofi

2023· article· en· W4313816643 on OpenAlexaff
Frank Burke, Amy Hough-Dugdale

Bibliographic record

VenueJournal of Italian Cinema and Media Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicItalian Fascism and Post-war Society
Canadian institutionsQueen's University
Fundersnot available
KeywordsPoetryRelation (database)ScreenwritingArtEnvironmentalismArt historySociologyHumanitiesLiteraturePoliticsPolitical scienceLawComputer science

Abstract

fetched live from OpenAlex

The following interviews address Tonino Guerra’s poetry, fiction, installations and screenwriting, with special attention to his environmentalism, his work with Elio Petri, his novel L’uomo parallelo (1969) in relation to his and Michelangelo Antonioni’s Zabriskie Point (1970), his love for popular culture and his ‘anarchism’.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.098
Threshold uncertainty score0.546

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.041
GPT teacher head0.321
Teacher spread0.281 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Italian Cinema and Media StudiesSame topicItalian Fascism and Post-war SocietyFrench-language works237,207