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Other literature type . 2026
License: CC BY
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License: CC BY
Data sources: Datacite
ZENODO
Other ORP type . 2026
License: CC BY
Data sources: Datacite
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Case Study - Not APC vs Not Not APC

A controlled case study on cognitive framing in AI responses
Authors: Pardo, Alberto;

Case Study - Not APC vs Not Not APC

Abstract

Este documento presenta un estudio de caso controlado que evalúa el marco APC (Alcance–Profundidad–Contexto) mediante la comparación directa de respuestas generadas por la misma IA a la misma pregunta, con y sin modulación explícita APC. Al mantener constante la inteligencia subyacente y la entrada, el estudio aísla APC como única variable, permitiendo observar sus efectos estructurales sobre la organización de la respuesta, la alineación cognitiva y la utilidad práctica. El estudio no pretende generalización estadística, sino aportar evidencia aplicada del papel de APC como mecanismo de encuadre cognitivo, incluyendo sus beneficios, costes y limitaciones en condiciones reales de uso.

Keywords

APC artificial intelligence human–AI interaction cognitive framing response structuring methodology case study

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average