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Record W7063946980

Accessibilité de la ville et personnes en situation de déficience intellectuelle. Extrait d'actes de colloque (AMHAD les 30 et 31 octobre 2003)

2003· article· fr· W7063946980 on OpenAlexaboutno aff

Bibliographic record

VenuePersée (Ministère de lEnseignement supérieur et de la Recherche) · 2003
Typearticle
Languagefr
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsConscienceMateriality (auditing)
DOInot available

Abstract

fetched live from OpenAlex

L'organisation de ce colloque (AMHAD les 30 et 31 octobre 2003) révèle une prise de conscience nouvelle des problèmes de mobilité rencontrés dans la ville par les personnes handicapées. Cependant, la notion de handicap est souvent limitée dans les esprits à celle de handicap physique ou sensoriel. La question abordée ici est celle des difficultés rencontrées par les personnes déficientes intellectuelles dans la ville. Notre démarche cherche à en définir la nature, afin de produire, à terme, un savoir nouveau en aménagement. Un premier travail d'enquête a été mené auprès d'adolescents accueillis en institutions spécialisées, à partir du questionnaire québécois sur la qualité de vie. La politique d'accessibilité française a multiplié les règles spécifiques de construction sans véritables moyens de contrôle de leur efficacité. Remettre l'homme au centre des processus de production spatiale nous semble la condition d'un développement réellement durable.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.179
Threshold uncertainty score0.356

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0660.006

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 head0.053
GPT teacher head0.356
Teacher spread0.303 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2003
Admission routes1
Has abstractyes

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