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Record W4200628154 · doi:10.46932/sfjdv2n5-122

Impacto del programa ABC en las familias de alumnos en situación de discapacidad auditiva

2021· article· es· W4200628154 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSouth Florida Journal of Development · 2021
Typearticle
Languagees
FieldSocial Sciences
TopicSocial Sciences and Policies
Canadian institutionsImpact
Fundersnot available
KeywordsHumanitiesArtSociology

Abstract

fetched live from OpenAlex

El trabajo ha sido forma parte de una investigación de un componente más amplio, el cual abarca el programa ABC desde una perspectiva propia de difusión, a fin de hacer llegar la importancia que puede llegar a tener este tipo de intervención. En concreto esta investigación presenta un trabajo estructurado en dos bloques temáticos: Apoyo externos a las familias y conclusiones. En lo referido al primer bloque temático correspondiente al Apoyo externo a las familias, nos hemos basado en las aportaciones que ofrece la Federación de personas Sordas de la Región de Murcia, también conocida como FESORMU, en la cual se ofrecen servicios y formación tanto a los individuos con discapacidad auditiva y a sus familias como a todo aquel que quiera formarse y aprender de manera voluntaria sobre este concepto. Para finalizar, en el segundo bloque donde hablamos de las valoraciones del trabajo Valoración personal y grupal del trabajo, expondremos tanto las conclusiones finales.

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.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.414
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.015
GPT teacher head0.315
Teacher spread0.300 · 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