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Record W2228429670 · doi:10.1093/fs/knv245

Œuvres complètes: Les Rougon-Macquart, <scp>i</scp> : La Fortune des Rougon É <scp>mile</scp> Z <scp>ola</scp> , <i> Œuvres complètes: Les Rougon-Macquart, <scp>i</scp> : La Fortune des Rougon </i> . Édition de D <scp>avid</scp> B <scp>aguley.</scp> (Bibliothèque du <scp>xix</scp> <sup>e</sup> siècle, 33.) Paris: Classiques Garnier, 2015. 514 pp.

2015· article· fr· W2228429670 on OpenAlexaboutno aff
Robert Lethbridge

Bibliographic record

VenueFrench Studies · 2015
Typearticle
Languagefr
FieldSocial Sciences
TopicHistorical and Literary Studies
Canadian institutionsnot available
Fundersnot available
KeywordsArtHumanitiesArt history

Abstract

fetched live from OpenAlex

Journal Article Œuvres complètes: Les Rougon-Macquart, i: La Fortune des Rougon Get access Émile Zola, Œuvres complètes: Les Rougon-Macquart, i: La Fortune des Rougon. Édition de David Baguley. (Bibliothèque du xixe siècle, 33.) Paris: Classiques Garnier, 2015. 514 pp. Robert Lethbridge Robert Lethbridge Fitzwilliam College, Cambridge rdl11@hermes.cam.ac.uk Search for other works by this author on: Oxford Academic Google Scholar French Studies, Volume 70, Issue 1, January 2016, Pages 121–122, https://doi.org/10.1093/fs/knv245 Published: 28 December 2015

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)0.012
metaresearch head score (Gemma)0.071
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.097
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.071
Meta-epidemiology (narrow)0.0100.010
Meta-epidemiology (broad)0.0120.005
Bibliometrics0.0050.014
Science and technology studies0.0170.024
Scholarly communication0.0060.011
Open science0.0090.005
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0000.002

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 head0.047
GPT teacher head0.292
Teacher spread0.245 · 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
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
Published2015
Admission routes1
Has abstractyes

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