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Record W3047174721

La Informática Industrial en las Ingenierías Industriales

2017· article· es· W3047174721 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

VenueUVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid) · 2017
Typearticle
Languagees
FieldComputer Science
TopicEngineering and Information Technology
Canadian institutionsSNC-Lavalin (Canada)
Fundersnot available
KeywordsComputer scienceManufacturing engineeringEngineering
DOInot available

Abstract

fetched live from OpenAlex

El término Informática Industrial se utiliza para dar cabida a un conjunto muy diverso de disciplinas y tecnologías. El encontrar un criterio unificador que articule los diversos enfoques posibles y que, ayude tanto al docente como al alumno, en el proceso de enseñanza/aprendizaje de manera que se brinde conocimiento perdurable y al mismo tiempo actualizado, es una tarea clave. En esta contribución se discuten estas ideas relativas a la docencia de esta disciplina en las diferentes titulaciones de la Escuela de Ingenierías Industriales de la UVA, manifestando ideas de cómo ese marco conceptual puede adaptarse al contexto de las diferentes especialidades.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Open science, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.634
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0000.004
Open science0.0060.003
Research integrity0.0010.002
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 head0.208
Teacher spread0.193 · 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