{"id":"https://openalex.org/W3203353956","doi":"https://doi.org/10.1162/qss_a_00156","title":"Analyzing sentiments in peer review reports: Evidence from two science funding agencies","display_name":"Analyzing sentiments in peer review reports: Evidence from two science funding agencies","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3203353956","doi":"https://doi.org/10.1162/qss_a_00156","mag":"3203353956"},"language":"en","primary_location":{"id":"doi:10.1162/qss_a_00156","is_oa":true,"landing_page_url":"https://doi.org/10.1162/qss_a_00156","pdf_url":"https://direct.mit.edu/qss/article-pdf/2/4/1271/2007963/qss_a_00156.pdf","source":{"id":"https://openalex.org/S4210195326","display_name":"Quantitative Science Studies","issn_l":"2641-3337","issn":["2641-3337"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantitative Science Studies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://direct.mit.edu/qss/article-pdf/2/4/1271/2007963/qss_a_00156.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013476840","display_name":"Junwen Luo","orcid":"https://orcid.org/0000-0003-3347-3982"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Junwen Luo","raw_affiliation_strings":["School of Information and Communication Studies, University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Studies, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044445824","display_name":"Thomas Feliciani","orcid":"https://orcid.org/0000-0003-4977-0877"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Thomas Feliciani","raw_affiliation_strings":["School of Sociology and Geary Institute of Public Policy, University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Sociology and Geary Institute of Public Policy, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081017079","display_name":"Martin Reinhart","orcid":"https://orcid.org/0000-0002-5507-8177"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Reinhart","raw_affiliation_strings":["Robert K. Merton Center for Science Studies, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Robert K. Merton Center for Science Studies, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086623645","display_name":"Judith Hartstein","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210111137","display_name":"German Centre for Higher Education Research and Science Studies","ror":"https://ror.org/01n8j6z65","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210111137"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Judith Hartstein","raw_affiliation_strings":["Faculty of Humanities and Social Sciences, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","German Centre for Higher Education Research and Science Studies (DZHW), Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Humanities and Social Sciences, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"German Centre for Higher Education Research and Science Studies (DZHW), Berlin, Germany","institution_ids":["https://openalex.org/I4210111137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108282172","display_name":"Vineeth Das","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Vineeth Das","raw_affiliation_strings":["School of Sociology and Geary Institute of Public Policy, University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Sociology and Geary Institute of Public Policy, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029731827","display_name":"Olalere Alabi","orcid":"https://orcid.org/0000-0003-4394-6560"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Olalere Alabi","raw_affiliation_strings":["School of Sociology and Geary Institute of Public Policy, University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Sociology and Geary Institute of Public Policy, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036452490","display_name":"Kalpana Shankar","orcid":"https://orcid.org/0000-0001-8788-466X"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Kalpana Shankar","raw_affiliation_strings":["School of Information and Communication Studies, University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Studies, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5013476840"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":800,"currency":"USD","value_usd":800},"fwci":6.2429,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96516997,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2","issue":"4","first_page":"1271","last_page":"1295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.6690160632133484},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6246580481529236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6207973957061768},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5293976068496704},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4969492256641388},{"id":"https://openalex.org/keywords/peer-review","display_name":"Peer review","score":0.4767409563064575},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4432177245616913},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39254331588745117},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36732903122901917},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3351292014122009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22902929782867432},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1803763508796692},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16557663679122925},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0965525209903717},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09634339809417725}],"concepts":[{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.6690160632133484},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6246580481529236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6207973957061768},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5293976068496704},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4969492256641388},{"id":"https://openalex.org/C138368954","wikidata":"https://www.wikidata.org/wiki/Q215028","display_name":"Peer review","level":2,"score":0.4767409563064575},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4432177245616913},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39254331588745117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36732903122901917},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3351292014122009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22902929782867432},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1803763508796692},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16557663679122925},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0965525209903717},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09634339809417725},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1162/qss_a_00156","is_oa":true,"landing_page_url":"https://doi.org/10.1162/qss_a_00156","pdf_url":"https://direct.mit.edu/qss/article-pdf/2/4/1271/2007963/qss_a_00156.pdf","source":{"id":"https://openalex.org/S4210195326","display_name":"Quantitative Science Studies","issn_l":"2641-3337","issn":["2641-3337"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantitative Science Studies","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3d3f971099f046d3943d99af14dd3560","is_oa":true,"landing_page_url":"https://doaj.org/article/3d3f971099f046d3943d99af14dd3560","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Quantitative Science Studies, Vol 2, Iss 4 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/qss_a_00156","is_oa":true,"landing_page_url":"https://doi.org/10.1162/qss_a_00156","pdf_url":"https://direct.mit.edu/qss/article-pdf/2/4/1271/2007963/qss_a_00156.pdf","source":{"id":"https://openalex.org/S4210195326","display_name":"Quantitative Science Studies","issn_l":"2641-3337","issn":["2641-3337"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantitative Science Studies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G456099245","display_name":null,"funder_award_id":"17/SPR/5319","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3203353956.pdf","grobid_xml":"https://content.openalex.org/works/W3203353956.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1410460","https://openalex.org/W587388898","https://openalex.org/W1980511068","https://openalex.org/W1982019471","https://openalex.org/W1982340630","https://openalex.org/W2000444639","https://openalex.org/W2002502156","https://openalex.org/W2005950835","https://openalex.org/W2049400161","https://openalex.org/W2055124066","https://openalex.org/W2091375917","https://openalex.org/W2099813784","https://openalex.org/W2111275873","https://openalex.org/W2113026508","https://openalex.org/W2136213468","https://openalex.org/W2143017621","https://openalex.org/W2152502221","https://openalex.org/W2155328222","https://openalex.org/W2498221266","https://openalex.org/W2587339538","https://openalex.org/W2588455985","https://openalex.org/W2627024857","https://openalex.org/W2737578613","https://openalex.org/W2754461217","https://openalex.org/W2792200862","https://openalex.org/W2883965652","https://openalex.org/W2946655313","https://openalex.org/W2963341956","https://openalex.org/W2969551945","https://openalex.org/W2995185148","https://openalex.org/W2995273533","https://openalex.org/W3008802372","https://openalex.org/W3013984295","https://openalex.org/W3037294822","https://openalex.org/W3038952826","https://openalex.org/W3043243536","https://openalex.org/W3096926724","https://openalex.org/W3118661838","https://openalex.org/W3125841294","https://openalex.org/W4237327899","https://openalex.org/W4251036056","https://openalex.org/W6606894328","https://openalex.org/W6624985447","https://openalex.org/W6678923525","https://openalex.org/W6804752756","https://openalex.org/W6950294486"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4317653575","https://openalex.org/W2801635251"],"abstract_inverted_index":{"Abstract":[0],"Using":[1],"a":[2,26,174],"novel":[3],"combination":[4],"of":[5,70,169,177],"methods":[6],"and":[7,47,59,66,85,88,106,119,132,140],"data":[8],"sets":[9],"from":[10],"two":[11,60,155,183],"national":[12],"funding":[13,50,89,127,158],"agency":[14],"contexts,":[15],"this":[16],"study":[17],"explores":[18],"whether":[19,149],"review":[20,40,45,71,83,97,101,129,143,170],"sentiment":[21,62,72],"can":[22,145,172,186],"be":[23,187],"used":[24],"as":[25],"reliable":[27,175],"proxy":[28,176],"for":[29,111,115],"understanding":[30],"peer":[31],"reviewer":[32,36,75,179],"opinions.":[33],"We":[34,91],"measure":[35],"opinions":[37,76],"via":[38],"their":[39],"sentiments":[41,98,144,171],"on":[42],"both":[43],"specific":[44,192],"subjects":[46],"proposals\u2019":[48,86],"overall":[49,123],"worthiness":[51],"with":[52,82,100,160],"three":[53],"different":[54,126],"methods:":[55],"manual":[56,118,167],"content":[57],"analysis":[58,63,168],"dictionary-based":[61],"algorithms":[64,156,185],"(TextBlob":[65],"VADER).":[67],"The":[68,163],"reliability":[69],"to":[73],"detect":[74],"is":[77,109],"addressed":[78],"by":[79],"its":[80],"correlation":[81,108],"scores":[84,102],"rankings":[87,104],"decisions.":[90],"find":[92],"in":[93,190],"our":[94],"samples":[95],"that":[96,166],"correlate":[99],"or":[103],"positively,":[105],"the":[107,135,154,182],"stronger":[110],"manually":[112,141],"coded":[113,142],"than":[114],"algorithmic":[116,120],"results;":[117],"results":[121,164],"are":[122,137,151],"correlated":[124],"across":[125],"programs,":[128],"sections,":[130],"languages,":[131],"agencies,":[133],"but":[134],"correlations":[136],"not":[138],"strong;":[139],"quite":[146],"accurately":[147],"predict":[148,157],"proposals":[150],"funded,":[152],"whereas":[153,181],"success":[159],"moderate":[161],"accuracy.":[162],"suggest":[165],"provide":[173],"grant":[178],"opinions,":[180],"SA":[184],"useful":[188],"only":[189],"some":[191],"situations.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
