Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2075153882', 'doi': 'https://doi.org/10.1371/journal.pcbi.1003715', 'title': 'Characterizing the Impact of Category Uncertainty on Human Auditory Categorization Behavior', 'display_name': 'Characterizing the Impact of Category Uncertainty on Human Auditory Categorization Behavior', 'publication_year': 2014, 'publication_date': '2014-07-17', 'ids': {'openalex': 'https://openalex.org/W2075153882', 'doi': 'https://doi.org/10.1371/journal.pcbi.1003715', 'mag': '2075153882', 'pmid': 'https://pubmed.ncbi.nlm.nih.gov/25032683', 'pmcid': 'https://www.ncbi.nlm.nih.gov/pmc/articles/4102409'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1371/journal.pcbi.1003715', 'pdf_url': 'https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003715&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/P4310316756', 'host_organization_name': 'International Society for Computational Biology', 'host_organization_lineage': ['https://openalex.org/P4310316756'], 'host_organization_lineage_names': ['International Society for Computational Biology'], 'type': 'journal'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-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.1003715&type=printable', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5052343528', 'display_name': 'Adam M. Gifford', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}], 'countries': ['US'], 'is_corresponding': True, 'raw_author_name': 'Adam M. Gifford', 'raw_affiliation_strings': ['Neuroscience Graduate Group, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America'], 'affiliations': [{'raw_affiliation_string': 'Neuroscience Graduate Group, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'institution_ids': ['https://openalex.org/I79576946']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5002856075', 'display_name': 'Yale E. Cohen', 'orcid': 'https://orcid.org/0000-0002-0830-5162'}, 'institutions': [{'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}], 'countries': ['US'], 'is_corresponding': True, 'raw_author_name': 'Yale E. Cohen', 'raw_affiliation_strings': ['Departments of Otorhinolaryngology, Neuroscience, and Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'Neuroscience Graduate Group, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America'], 'affiliations': [{'raw_affiliation_string': 'Neuroscience Graduate Group, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Departments of Otorhinolaryngology, Neuroscience, and Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'institution_ids': ['https://openalex.org/I79576946']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5042556986', 'display_name': 'Alan A. Stocker', 'orcid': 'https://orcid.org/0000-0002-2041-1515'}, 'institutions': [{'id': 'https://openalex.org/I79576946', 'display_name': 'University of Pennsylvania', 'ror': 'https://ror.org/00b30xv10', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I79576946']}], 'countries': ['US'], 'is_corresponding': True, 'raw_author_name': 'Alan A. Stocker', 'raw_affiliation_strings': ['Departments of Psychology and Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'Neuroscience Graduate Group, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America'], 'affiliations': [{'raw_affiliation_string': 'Departments of Psychology and Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'institution_ids': ['https://openalex.org/I79576946']}, {'raw_affiliation_string': 'Neuroscience Graduate Group, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America', 'institution_ids': ['https://openalex.org/I79576946']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': ['https://openalex.org/A5052343528', 'https://openalex.org/A5002856075', 'https://openalex.org/A5042556986'], 'corresponding_institution_ids': ['https://openalex.org/I79576946', 'https://openalex.org/I79576946', 'https://openalex.org/I79576946'], 'apc_list': {'value': 2655, 'currency': 'USD', 'value_usd': 2655, 'provenance': 'doaj'}, 'apc_paid': {'value': 2655, 'currency': 'USD', 'value_usd': 2655, 'provenance': 'doaj'}, 'fwci': 3.151, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 29, 'citation_normalized_percentile': {'value': 0.919162, 'is_in_top_1_percent': False, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 93, 'max': 94}, 'biblio': {'volume': '10', 'issue': '7', 'first_page': 'e1003715', 'last_page': 'e1003715'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T12032', 'display_name': 'Multisensory perception and integration', 'score': 0.999, 'subfield': {'id': 'https://openalex.org/subfields/3205', 'display_name': 'Experimental and Cognitive Psychology'}, 'field': {'id': 'https://openalex.org/fields/32', 'display_name': 'Psychology'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, 'topics': [{'id': 'https://openalex.org/T12032', 'display_name': 'Multisensory perception and integration', 'score': 0.999, 'subfield': {'id': 'https://openalex.org/subfields/3205', 'display_name': 'Experimental and Cognitive Psychology'}, 'field': {'id': 'https://openalex.org/fields/32', 'display_name': 'Psychology'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, {'id': 'https://openalex.org/T10283', 'display_name': 'Hearing Loss and Rehabilitation', 'score': 0.9972, '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/T10788', 'display_name': 'Neuroscience and Music Perception', 'score': 0.9971, '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/tone', 'display_name': 'Tone (literature)', 'score': 0.41098}, {'id': 'https://openalex.org/keywords/frequency-distribution', 'display_name': 'Frequency distribution', 'score': 0.41038078}], 'concepts': [{'id': 'https://openalex.org/C94124525', 'wikidata': 'https://www.wikidata.org/wiki/Q912550', 'display_name': 'Categorization', 'level': 2, 'score': 0.9158006}, {'id': 'https://openalex.org/C26760741', 'wikidata': 'https://www.wikidata.org/wiki/Q160402', 'display_name': 'Perception', 'level': 2, 'score': 0.5747489}, {'id': 'https://openalex.org/C107673813', 'wikidata': 'https://www.wikidata.org/wiki/Q812534', 'display_name': 'Bayesian probability', 'level': 2, 'score': 0.5473462}, {'id': 'https://openalex.org/C165064840', 'wikidata': 'https://www.wikidata.org/wiki/Q1321061', 'display_name': 'Matching (statistics)', 'level': 2, 'score': 0.4758539}, {'id': 'https://openalex.org/C177769412', 'wikidata': 'https://www.wikidata.org/wiki/Q278090', 'display_name': 'Prior probability', 'level': 3, 'score': 0.46345422}, {'id': 'https://openalex.org/C169900460', 'wikidata': 'https://www.wikidata.org/wiki/Q2200417', 'display_name': 'Cognition', 'level': 2, 'score': 0.46049196}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.43806857}, {'id': 'https://openalex.org/C149441793', 'wikidata': 'https://www.wikidata.org/wiki/Q200726', 'display_name': 'Probability distribution', 'level': 2, 'score': 0.42256165}, {'id': 'https://openalex.org/C2780583480', 'wikidata': 'https://www.wikidata.org/wiki/Q1366327', 'display_name': 'Tone (literature)', 'level': 2, 'score': 0.41098}, {'id': 'https://openalex.org/C51921466', 'wikidata': 'https://www.wikidata.org/wiki/Q1627586', 'display_name': 'Frequency distribution', 'level': 2, 'score': 0.41038078}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.4052175}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.35689878}, {'id': 'https://openalex.org/C180747234', 'wikidata': 'https://www.wikidata.org/wiki/Q23373', 'display_name': 'Cognitive psychology', 'level': 1, 'score': 0.34003863}, {'id': 'https://openalex.org/C15744967', 'wikidata': 'https://www.wikidata.org/wiki/Q9418', 'display_name': 'Psychology', 'level': 0, 'score': 0.32543555}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.31323922}, {'id': 'https://openalex.org/C142362112', 'wikidata': 'https://www.wikidata.org/wiki/Q735', 'display_name': 'Art', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C124952713', 'wikidata': 'https://www.wikidata.org/wiki/Q8242', 'display_name': 'Literature', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C169760540', 'wikidata': 'https://www.wikidata.org/wiki/Q207011', 'display_name': 'Neuroscience', 'level': 1, 'score': 0.0}], 'mesh': [{'descriptor_ui': 'D001307', 'descriptor_name': 'Auditory Perception', 'qualifier_ui': 'Q000502', 'qualifier_name': 'physiology', 'is_major_topic': True}, {'descriptor_ui': 'D019295', 'descriptor_name': 'Computational Biology', 'qualifier_ui': 'Q000379', 'qualifier_name': 'methods', 'is_major_topic': True}, {'descriptor_ui': 'D003657', 'descriptor_name': 'Decision Making', 'qualifier_ui': 'Q000502', 'qualifier_name': 'physiology', 'is_major_topic': True}, {'descriptor_ui': 'D008959', 'descriptor_name': 'Models, Neurological', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': True}, {'descriptor_ui': 'D000161', 'descriptor_name': 'Acoustic Stimulation', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D001307', 'descriptor_name': 'Auditory Perception', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D001309', 'descriptor_name': 'Auditory Threshold', 'qualifier_ui': 'Q000502', 'qualifier_name': 'physiology', 'is_major_topic': False}, {'descriptor_ui': 'D001309', 'descriptor_name': 'Auditory Threshold', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D001499', 'descriptor_name': 'Bayes Theorem', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D019295', 'descriptor_name': 'Computational Biology', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D003657', 'descriptor_name': 'Decision Making', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D005260', 'descriptor_name': 'Female', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D006801', 'descriptor_name': 'Humans', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D007858', 'descriptor_name': 'Learning', 'qualifier_ui': 'Q000502', 'qualifier_name': 'physiology', 'is_major_topic': False}, {'descriptor_ui': 'D007858', 'descriptor_name': 'Learning', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D008297', 'descriptor_name': 'Male', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}, {'descriptor_ui': 'D013647', 'descriptor_name': 'Task Performance and Analysis', 'qualifier_ui': '', 'qualifier_name': None, 'is_major_topic': False}], 'locations_count': 6, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.1371/journal.pcbi.1003715', 'pdf_url': 'https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003715&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/P4310316756', 'host_organization_name': 'International Society for Computational Biology', 'host_organization_lineage': ['https://openalex.org/P4310316756'], 'host_organization_lineage_names': ['International Society for Computational Biology'], 'type': 'journal'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': False, 'landing_page_url': 'https://doaj.org/article/c3df130526594033a3c73c68eacc76ae', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306401280', 'display_name': 'DOAJ (DOAJ: Directory of Open Access Journals)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://europepmc.org/articles/pmc4102409', 'pdf_url': 'https://europepmc.org/articles/pmc4102409?pdf=render', 'source': {'id': 'https://openalex.org/S4306400806', 'display_name': 'Europe PMC (PubMed Central)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I1303153112', 'host_organization_name': 'European Bioinformatics Institute', 'host_organization_lineage': ['https://openalex.org/I1303153112'], 'host_organization_lineage_names': ['European Bioinformatics Institute'], 'type': 'repository'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4102409', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S2764455111', 'display_name': 'PubMed Central', 'issn_l': None, 'issn': None, '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': ['National Institutes of Health'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.705.439', 'pdf_url': 'http://www.sas.upenn.edu/%7Eastocker/lab/publications-files/journals/PLOSCB2014/Gifford_etal2014b.pdf', 'source': {'id': 'https://openalex.org/S4306400349', 'display_name': 'CiteSeer X (The Pennsylvania State University)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I130769515', 'host_organization_name': 'Pennsylvania State University', 'host_organization_lineage': ['https://openalex.org/I130769515'], 'host_organization_lineage_names': ['Pennsylvania State University'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}, {'is_oa': False, 'landing_page_url': 'https://pubmed.ncbi.nlm.nih.gov/25032683', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306525036', 'display_name': 'PubMed', 'issn_l': None, 'issn': None, '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': ['National Institutes of Health'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1371/journal.pcbi.1003715', 'pdf_url': 'https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1003715&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/P4310316756', 'host_organization_name': 'International Society for Computational Biology', 'host_organization_lineage': ['https://openalex.org/P4310316756'], 'host_organization_lineage_names': ['International Society for Computational Biology'], 'type': 'journal'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'display_name': 'Peace, justice, and strong institutions', 'id': 'https://metadata.un.org/sdg/16', 'score': 0.58}, {'display_name': 'Reduced inequalities', 'id': 'https://metadata.un.org/sdg/10', 'score': 0.44}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 52, 'referenced_works': ['https://openalex.org/W1562206072', 'https://openalex.org/W1784695092', 'https://openalex.org/W1971373071', 'https://openalex.org/W1974795190', 'https://openalex.org/W1978885446', 'https://openalex.org/W1994325276', 'https://openalex.org/W1995181543', 'https://openalex.org/W1995453944', 'https://openalex.org/W2005033043', 'https://openalex.org/W2009954135', 'https://openalex.org/W2010560211', 'https://openalex.org/W2024096056', 'https://openalex.org/W2027549837', 'https://openalex.org/W2028167434', 'https://openalex.org/W2033864365', 'https://openalex.org/W2036854358', 'https://openalex.org/W2037804549', 'https://openalex.org/W2043341112', 'https://openalex.org/W2047509453', 'https://openalex.org/W2050615386', 'https://openalex.org/W2054040385', 'https://openalex.org/W2057409808', 'https://openalex.org/W2067064274', 'https://openalex.org/W2067512934', 'https://openalex.org/W2068004247', 'https://openalex.org/W2069879787', 'https://openalex.org/W2072891170', 'https://openalex.org/W2074434312', 'https://openalex.org/W2086833691', 'https://openalex.org/W2091318897', 'https://openalex.org/W2094583869', 'https://openalex.org/W2100592952', 'https://openalex.org/W2100964340', 'https://openalex.org/W2104463177', 'https://openalex.org/W2115483489', 'https://openalex.org/W2121967385', 'https://openalex.org/W2124768238', 'https://openalex.org/W2130460140', 'https://openalex.org/W2131236863', 'https://openalex.org/W2132065430', 'https://openalex.org/W2142968525', 'https://openalex.org/W2148329528', 'https://openalex.org/W2156640153', 'https://openalex.org/W2156707826', 'https://openalex.org/W2163007739', 'https://openalex.org/W2167193978', 'https://openalex.org/W3511427', 'https://openalex.org/W4205623876', 'https://openalex.org/W4235096631', 'https://openalex.org/W4249695780', 'https://openalex.org/W46219734', 'https://openalex.org/W610559886'], 'related_works': ['https://openalex.org/W4236413566', 'https://openalex.org/W3021169926', 'https://openalex.org/W2895820280', 'https://openalex.org/W2735662278', 'https://openalex.org/W2589174435', 'https://openalex.org/W2580842864', 'https://openalex.org/W2165912799', 'https://openalex.org/W1987570032', 'https://openalex.org/W1964850218', 'https://openalex.org/W1544451817'], 'abstract_inverted_index': {'Categorization': [0], 'is': [1, 13], 'an': [2, 64, 231], 'important': [3], 'cognitive': [4], 'process.': [5], 'However,': [6], 'the': [7, 31, 77, 92, 99, 114, 210, 217, 260, 265, 277], 'correct': [8], 'categorization': [9, 24, 226, 268], 'of': [10, 79, 85, 102, 155, 189, 209, 267, 279], 'a': [11, 80, 104, 108, 156, 186, 250, 270, 283], 'stimulus': [12, 252], 'often': [14], 'challenging': [15], 'because': [16], 'categories': [17, 89], 'can': [18, 235, 273], 'have': [19], 'overlapping': [20], 'boundaries.': [21], 'Whereas': [22], 'perceptual': [23], 'has': [25, 36], 'been': [26], 'extensively': [27], 'studied': [28], 'in': [29, 34, 122, 126, 269], 'vision,': [30], 'analogous': [32], 'phenomenon': [33], 'audition': [35], 'yet': [37], 'to': [38, 51, 75, 91, 132, 162, 201, 275], 'be': [39], 'systematically': [40, 97, 215], 'explored.': [41], 'Here,': [42], 'we': [43, 180, 214], 'test': [44], 'whether': [45, 61], 'and': [46, 55, 128, 174, 206, 245, 263], 'how': [47], 'human': [48, 190], 'subjects': [49, 62, 74, 118, 198], 'learn': [50, 202], 'use': [52], 'category': [53, 203, 211, 243], 'distributions': [54, 244], 'prior': [56, 100, 123, 204, 246], 'probabilities,': [57], 'as': [58, 60], 'well': [59], 'employ': [63], 'optimal': [65, 163, 232], 'decision': [66, 166, 191, 233], 'strategy': [67, 234], 'when': [68], 'making': [69], 'auditory-category': [70], 'decisions.': [71], 'We': [72, 96, 135, 147, 228], 'asked': [73], 'classify': [76], 'frequency': [78, 109], 'tone': [81, 94, 105], 'burst': [82, 106], 'into': [83, 259], 'one': [84, 112], 'two': [86], 'overlapping,': [87], 'uniform': [88], 'according': [90], 'perceived': [93], 'frequency.': [95], 'varied': [98], 'probability': [101, 169, 183], 'presenting': [103], 'with': [107], 'originating': [110], 'from': [111], 'versus': [113], 'other': [115], 'category.': [116], 'Most': [117], 'learned': [119], 'these': [120], 'changes': [121], 'probabilities': [124, 205, 247], 'early': [125], 'testing': [127], 'used': [129], 'this': [130], 'information': [131], 'influence': [133, 225], 'categorization.': [134], 'also': [136], 'measured': [137], 'each': [138, 149, 176], "subject's": [139, 150, 177], 'frequency-discrimination': [140], 'thresholds': [141], '(i.e.,': [142], 'their': [143], 'sensory': [144], 'uncertainty': [145], 'levels).': [146], 'tested': [148], 'average': [151, 178], 'behavior': [152, 167, 238], 'against': [153], 'variations': [154], 'Bayesian': [157], 'model': [158, 194], 'that': [159, 182, 197, 220, 230, 272], 'either': [160], 'led': [161], 'or': [164], 'sub-optimal': [165], '(i.e.': [168], 'matching).': [170], 'In': [171], 'both': [172], 'predicting': [173], 'fitting': [175], 'behavior,': [179], 'found': [181, 229], 'matching': [184], 'provided': [185], 'better': [187], 'account': [188], 'behavior.': [192, 227], 'The': [193], 'fits': [195], 'confirmed': [196], 'were': [199], 'able': [200], 'approximate': [207], 'forms': [208], 'distributions.': [212], 'Finally,': [213], 'explored': [216], 'potential': [218], 'ways': [219], 'additional': [221], 'noise': [222], 'sources': [223], 'could': [224], 'produce': [236], 'probability-matching': [237], 'if': [239], 'it': [240], 'utilized': [241], 'non-stationary': [242], 'formed': [248], 'over': [249], 'short': [251], 'history.': [253], 'Our': [254], 'work': [255], 'extends': [256], 'previous': [257, 280], 'findings': [258], 'auditory': [261], 'domain': [262], 'reformulates': [264], 'issue': [266], 'manner': [271], 'help': [274], 'interpret': [276], 'results': [278], 'research': [281], 'within': [282], 'generative': [284], 'framework.': [285]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2075153882', 'counts_by_year': [{'year': 2024, 'cited_by_count': 3}, {'year': 2023, 'cited_by_count': 1}, {'year': 2022, 'cited_by_count': 3}, {'year': 2021, 'cited_by_count': 2}, {'year': 2020, 'cited_by_count': 4}, {'year': 2019, 'cited_by_count': 3}, {'year': 2018, 'cited_by_count': 2}, {'year': 2017, 'cited_by_count': 4}, {'year': 2016, 'cited_by_count': 4}, {'year': 2015, 'cited_by_count': 3}], 'updated_date': '2024-12-14T22:28:48.010629', 'created_date': '2016-06-24'}