Human confidence judgments reflect reliability-based hierarchical integration of contextual information

Because our immediate observations are often ambiguous, we must use the context (prior beliefs) to guide inference, but the context may also be uncertain. Here, the authors show that humans can accurately estimate the reliability of the context and combine it with sensory uncertainty to form their d...

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Autores principales:	Philipp Schustek, Alexandre Hyafil, Rubén Moreno-Bote
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/7059ec04fb0b490f813aa9acd1ead214
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spelling	oai:doaj.org-article:7059ec04fb0b490f813aa9acd1ead2142021-12-02T16:57:06ZHuman confidence judgments reflect reliability-based hierarchical integration of contextual information10.1038/s41467-019-13472-z2041-1723https://doaj.org/article/7059ec04fb0b490f813aa9acd1ead2142019-11-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-13472-zhttps://doaj.org/toc/2041-1723Because our immediate observations are often ambiguous, we must use the context (prior beliefs) to guide inference, but the context may also be uncertain. Here, the authors show that humans can accurately estimate the reliability of the context and combine it with sensory uncertainty to form their decisions and estimate confidence.Philipp SchustekAlexandre HyafilRubén Moreno-BoteNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-15 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Philipp Schustek Alexandre Hyafil Rubén Moreno-Bote Human confidence judgments reflect reliability-based hierarchical integration of contextual information
description	Because our immediate observations are often ambiguous, we must use the context (prior beliefs) to guide inference, but the context may also be uncertain. Here, the authors show that humans can accurately estimate the reliability of the context and combine it with sensory uncertainty to form their decisions and estimate confidence.
format	article
author	Philipp Schustek Alexandre Hyafil Rubén Moreno-Bote
author_facet	Philipp Schustek Alexandre Hyafil Rubén Moreno-Bote
author_sort	Philipp Schustek
title	Human confidence judgments reflect reliability-based hierarchical integration of contextual information
title_short	Human confidence judgments reflect reliability-based hierarchical integration of contextual information
title_full	Human confidence judgments reflect reliability-based hierarchical integration of contextual information
title_fullStr	Human confidence judgments reflect reliability-based hierarchical integration of contextual information
title_full_unstemmed	Human confidence judgments reflect reliability-based hierarchical integration of contextual information
title_sort	human confidence judgments reflect reliability-based hierarchical integration of contextual information
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/7059ec04fb0b490f813aa9acd1ead214
work_keys_str_mv	AT philippschustek humanconfidencejudgmentsreflectreliabilitybasedhierarchicalintegrationofcontextualinformation AT alexandrehyafil humanconfidencejudgmentsreflectreliabilitybasedhierarchicalintegrationofcontextualinformation AT rubenmorenobote humanconfidencejudgmentsreflectreliabilitybasedhierarchicalintegrationofcontextualinformation
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Human confidence judgments reflect reliability-based hierarchical integration of contextual information

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