MétaCan
Menu
Back to cohort

Papicha

2019· article· fr· W4235206613 on OpenAlexaff
Mouloud Mimoun

Bibliographic record

VenueHommes & migrations · 2019
Typearticle
Languagefr
FieldSocial Sciences
TopicSouth Asian Studies and Conflicts
Canadian institutionsWorld Federation of Science Journalists
Fundersnot available
KeywordsEnvironmental science

Abstract

fetched live from OpenAlex

Avec cinq films maghrébins présentés dans les sections parallèles, dont quatre premiers longs-métrages où figure Papicha de Mounia Meddour en sélection officielle dans la catégorie Un certain regard, le festival de Cannes 2019 confirme l’émergence d’une nouvelle vague dans laquelle prédominent nouveauté, jeunesse et féminisme. Mounia Meddour ne pourra renier sa filiation, elle est la fille de Azzedine Meddour, désormais disparu, qui a signé en 1997 l’un des plus beaux films du cinéma algérien...

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.499
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.008

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 head0.024
GPT teacher head0.285
Teacher spread0.262 · 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
Published2019
Admission routes1
Has abstractno

Explore more

Same venueHommes & migrationsSame topicSouth Asian Studies and ConflictsFrench-language works237,207