{"id":"https://openalex.org/W2037340617","doi":"https://doi.org/10.1371/journal.pcbi.1000504","title":"Evaluation of Objective Uncertainty in the Visual System","display_name":"Evaluation of Objective Uncertainty in the Visual System","publication_year":2009,"publication_date":"2009-09-10","ids":{"openalex":"https://openalex.org/W2037340617","doi":"https://doi.org/10.1371/journal.pcbi.1000504","mag":"2037340617","pmid":"https://pubmed.ncbi.nlm.nih.gov/19750003"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1000504","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1000504","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000504&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000504&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047627660","display_name":"Simon Barthelm\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210096867","display_name":"Laboratoire Psychologie de la Perception","ror":"https://ror.org/00sxqh512","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210096427","https://openalex.org/I4210096867"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Simon Barthelm\u00e9","raw_affiliation_strings":["Laboratoire Psychologie de la Perception, CNRS, Universit\u00e9 Paris Descartes, Paris, France. simon.barthelme@parisdescartes.fr","Laboratoire Psychologie de la Perception, CNRS, Universit\u00e9 Paris Descartes, Paris, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Psychologie de la Perception, CNRS, Universit\u00e9 Paris Descartes, Paris, France. simon.barthelme@parisdescartes.fr","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210096867","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Laboratoire Psychologie de la Perception, CNRS, Universit\u00e9 Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I4210096867","https://openalex.org/I204730241","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005350387","display_name":"Pascal Mamassian","orcid":"https://orcid.org/0000-0002-1605-4607"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210096867","display_name":"Laboratoire Psychologie de la Perception","ror":"https://ror.org/00sxqh512","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210096427","https://openalex.org/I4210096867"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Mamassian","raw_affiliation_strings":["Laboratoire Psychologie de la Perception, CNRS, Universit\u00e9 Paris Descartes, Paris, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Psychologie de la Perception, CNRS, Universit\u00e9 Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I4210096867","https://openalex.org/I204730241","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047627660"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210096867"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.5473,"has_fulltext":true,"cited_by_count":95,"citation_normalized_percentile":{"value":0.81677896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"5","issue":"9","first_page":"e1000504","last_page":"e1000504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.701014518737793},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5851099491119385},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5796265006065369},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5430111885070801},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.5108113288879395},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4979112148284912},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.473186731338501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4570900797843933},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.21666136384010315},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17189240455627441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701014518737793},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5851099491119385},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5796265006065369},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5430111885070801},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.5108113288879395},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4979112148284912},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.473186731338501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4570900797843933},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.21666136384010315},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17189240455627441},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011594","descriptor_name":"Psychometrics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011594","descriptor_name":"Psychometrics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011594","descriptor_name":"Psychometrics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1000504","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1000504","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000504&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},{"id":"pmid:19750003","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19750003","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:doaj.org/article:eefd79025a704363b5abb9500b87ae56","is_oa":true,"landing_page_url":"https://doaj.org/article/eefd79025a704363b5abb9500b87ae56","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 5, Iss 9, p e1000504 (2009)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/146416","is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Evaluation_of_Objective_Uncertainty_in_the_Visual_System/146416","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"pmh:oai:pubmedcentral.nih.gov:2730538","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2730538","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1000504","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1000504","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000504&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2037340617.pdf","grobid_xml":"https://content.openalex.org/works/W2037340617.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W158727920","https://openalex.org/W1503602982","https://openalex.org/W1509562192","https://openalex.org/W1524335203","https://openalex.org/W1564142471","https://openalex.org/W1568176801","https://openalex.org/W1969090956","https://openalex.org/W1970027505","https://openalex.org/W1971904523","https://openalex.org/W1981578159","https://openalex.org/W1988727939","https://openalex.org/W1989020845","https://openalex.org/W2017108196","https://openalex.org/W2038712382","https://openalex.org/W2042289516","https://openalex.org/W2043608504","https://openalex.org/W2045691238","https://openalex.org/W2049579898","https://openalex.org/W2053495330","https://openalex.org/W2061974965","https://openalex.org/W2072366494","https://openalex.org/W2077512231","https://openalex.org/W2085179770","https://openalex.org/W2098014671","https://openalex.org/W2099111195","https://openalex.org/W2112037156","https://openalex.org/W2122249653","https://openalex.org/W2125663122","https://openalex.org/W2133469585","https://openalex.org/W2136298096","https://openalex.org/W2136798478","https://openalex.org/W2140962845","https://openalex.org/W2164182318","https://openalex.org/W2169134378","https://openalex.org/W2169601885","https://openalex.org/W2478708596","https://openalex.org/W2564451135","https://openalex.org/W2797583072","https://openalex.org/W2801840425","https://openalex.org/W3011865677","https://openalex.org/W4292157289","https://openalex.org/W4294214781","https://openalex.org/W4299551239","https://openalex.org/W6633835046","https://openalex.org/W6647494775","https://openalex.org/W6674851815","https://openalex.org/W7048026136"],"related_works":["https://openalex.org/W2628861693","https://openalex.org/W4319337864","https://openalex.org/W4386770831","https://openalex.org/W1976623005","https://openalex.org/W4246404288","https://openalex.org/W3203087560","https://openalex.org/W3202461300","https://openalex.org/W3021562414","https://openalex.org/W176629368","https://openalex.org/W2598946408"],"abstract_inverted_index":{"The":[0,36],"role":[1],"of":[2,38,83,96,119],"sensory":[3,16],"systems":[4,29],"is":[5,18,41,109],"to":[6,22,31,44,92,111],"provide":[7],"an":[8],"organism":[9],"with":[10,33],"information":[11,17],"about":[12],"its":[13],"environment.":[14],"Because":[15],"noisy":[19],"and":[20],"insufficient":[21],"uniquely":[23],"determine":[24],"the":[25,45,51,78,120],"environment,":[26],"natural":[27],"perceptual":[28],"have":[30],"cope":[32],"systematic":[34],"uncertainty.":[35,113],"extent":[37],"that":[39,88,103,128],"uncertainty":[40,58,98,105],"often":[42],"crucial":[43],"organism:":[46],"for":[47,127],"instance,":[48],"in":[49,54,99,106],"judging":[50],"potential":[52],"threat":[53],"a":[55,68,93,116],"stimulus.":[56],"Inducing":[57],"by":[59,76],"using":[60],"visual":[61,84,97],"noise,":[62],"we":[63,122],"had":[64,90],"human":[65],"observers":[66,89],"perform":[67],"task":[69],"where":[70],"they":[71],"could":[72],"improve":[73],"their":[74,100],"performance":[75],"choosing":[77],"less":[79],"uncertain":[80],"among":[81],"pairs":[82],"stimuli.":[85],"Results":[86],"show":[87],"access":[91],"reliable":[94],"measure":[95],"decision-making,":[101],"showing":[102],"subjective":[104],"this":[107],"case":[108],"connected":[110],"objective":[112],"Based":[114],"on":[115],"Bayesian":[117],"model":[118],"task,":[121],"discuss":[123],"plausible":[124],"computational":[125],"schemes":[126],"ability.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
