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Record W7012891799

[no title]

2021· other· fr· W7012891799 on OpenAlexaboutno aff

Bibliographic record

VenueDirectory of Open access Books (OAPEN Foundation) · 2021
Typeother
Languagefr
FieldMedicine
TopicBiomedical and Chemical Research
Canadian institutionsnot available
Fundersnot available
KeywordsPublicsResearch methodologyContext (archaeology)National identity
DOInot available

Abstract

fetched live from OpenAlex

La place de la culture ne cesse de s'affirmer dans les villes occidentales en initiant un nouveau rapport au monde et en posant les questions de l'organisation urbaine, de la fonction des équipements et du rôle des espaces publics. Cet ouvrage, résultat de recherches et d'échanges menés par les équipes de la Maison des Sciences de l'Homme d'Aquitaine (MSHA) et de l'institut National de la Recherche Scientifique (INRS Urbanisation) de Montréal, propose des regards originaux et diversifiés sur les lieux culturels et les contextes de villes. Ces travaux soulignent à la fois la réhabilitation des “lieux” comme élément support des cultures urbaines et l'émergence de formes inédites de culture ; ils proposent de repenser les équipements et les espaces publics en fonction des processus agissant sur le fonctionnement des villes.

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)0.002
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Open science, Insufficient 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 score0.841
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0010.002
Science and technology studies0.0010.004
Scholarly communication0.0040.003
Open science0.0110.013
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.6810.003

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 head0.150
GPT teacher head0.482
Teacher spread0.332 · 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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueDirectory of Open access Books (OAPEN Foundation)Same topicBiomedical and Chemical ResearchFrench-language works237,207