{"id":"https://openalex.org/W4408403152","doi":"https://doi.org/10.1145/3677389.3702508","title":"The Impact of AI Language Models on Scientific Writing and Scientific Peer Reviews: A Systematic Literature Review","display_name":"The Impact of AI Language Models on Scientific Writing and Scientific Peer Reviews: A Systematic Literature Review","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4408403152","doi":"https://doi.org/10.1145/3677389.3702508"},"language":"en","primary_location":{"id":"doi:10.1145/3677389.3702508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677389.3702508","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries","raw_type":"proceedings-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3677389.3702508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018745656","display_name":"Rand Alchokr","orcid":"https://orcid.org/0000-0003-0112-5430"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rand Alchokr","raw_affiliation_strings":["DBSE, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0112-5430","affiliations":[{"raw_affiliation_string":"DBSE, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116609052","display_name":"Evelyn Starzew","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Evelyn Starzew","raw_affiliation_strings":["Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0009-0001-1367-777X","affiliations":[{"raw_affiliation_string":"Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042946019","display_name":"Gunter Saake","orcid":"https://orcid.org/0000-0001-9576-8474"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunter Saake","raw_affiliation_strings":["DBSE, Otto von Guericke University, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9576-8474","affiliations":[{"raw_affiliation_string":"DBSE, Otto von Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086853013","display_name":"Thomas Leich","orcid":"https://orcid.org/0000-0001-9580-7728"},"institutions":[{"id":"https://openalex.org/I94575722","display_name":"Harz University of Applied Sciences","ror":"https://ror.org/048yn7628","country_code":"DE","type":"education","lineage":["https://openalex.org/I94575722"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Leich","raw_affiliation_strings":["Harz University of Applied Sciences, Wernigerode, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9580-7728","affiliations":[{"raw_affiliation_string":"Harz University of Applied Sciences, Wernigerode, Germany","institution_ids":["https://openalex.org/I94575722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042728295","display_name":"Jacob Kr\u00fcger","orcid":"https://orcid.org/0000-0002-0283-248X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jacob Kr\u00fcger","raw_affiliation_strings":["Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-0283-248X","affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0298,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32484076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9434000253677368,"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/computer-science","display_name":"Computer science","score":0.6654183864593506},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5257160067558289},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.5089573860168457},{"id":"https://openalex.org/keywords/peer-review","display_name":"Peer review","score":0.476056307554245},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33256101608276367},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.10056626796722412},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0831100344657898},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06869158148765564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6654183864593506},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5257160067558289},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.5089573860168457},{"id":"https://openalex.org/C138368954","wikidata":"https://www.wikidata.org/wiki/Q215028","display_name":"Peer review","level":2,"score":0.476056307554245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33256101608276367},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.10056626796722412},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0831100344657898},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06869158148765564},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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:10.1145/3677389.3702508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677389.3702508","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/7e410116-f285-40b0-b621-324a9985cafb","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/7e410116-f285-40b0-b621-324a9985cafb","pdf_url":"https://pure.tue.nl/ws/files/374763174/Alchokr2024LLMsLiteratureAnalyses.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3677389.3702508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677389.3702508","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335829","display_name":"Otto von Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2106956101","https://openalex.org/W2176329872","https://openalex.org/W2971334721","https://openalex.org/W2992252352","https://openalex.org/W3035071536","https://openalex.org/W3137875885","https://openalex.org/W4281725141","https://openalex.org/W4321167341","https://openalex.org/W4323655724","https://openalex.org/W4327518740","https://openalex.org/W4367051110","https://openalex.org/W4367054363","https://openalex.org/W4368617339","https://openalex.org/W4372060667","https://openalex.org/W4382280271","https://openalex.org/W4384200891","https://openalex.org/W4385659138","https://openalex.org/W4386574345","https://openalex.org/W4387045440","https://openalex.org/W4387241792","https://openalex.org/W4387249771","https://openalex.org/W4387366379","https://openalex.org/W4387494566","https://openalex.org/W4387616550","https://openalex.org/W4388566534","https://openalex.org/W4388734252","https://openalex.org/W4389152539","https://openalex.org/W4389203268","https://openalex.org/W4390531926","https://openalex.org/W4390908403","https://openalex.org/W4390912260","https://openalex.org/W4391260037","https://openalex.org/W4391508636","https://openalex.org/W4391787792","https://openalex.org/W4392307186","https://openalex.org/W4392470234","https://openalex.org/W4392791588","https://openalex.org/W4394814134","https://openalex.org/W4400734098","https://openalex.org/W6603257565"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1929023914","https://openalex.org/W4293224540","https://openalex.org/W4401843387","https://openalex.org/W3184182918","https://openalex.org/W3154271163","https://openalex.org/W1955500077","https://openalex.org/W4399331381"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,128],"deep":[3],"learning":[4],"have":[5,20,45],"led":[6],"to":[7,138],"the":[8,35,52,60,89,108,115],"development":[9],"of":[10,37,54,69,100,111],"well-known":[11],"AI":[12,56,122],"language":[13,57,123],"models,":[14],"such":[15],"as":[16],"ChatGPT.":[17],"Such":[18],"models":[19,39,58,113,124],"gained":[21],"widespread":[22],"attention":[23],"across":[24],"various":[25],"domains,":[26],"including":[27],"scientific":[28,61,101,129],"research.":[29],"In":[30],"this":[31,48,73,132],"context,":[32],"discussions":[33],"about":[34],"use":[36],"these":[38],"for":[40],"writing":[41,62],"and":[42,64,80,136,142],"reviewing":[43],"publications":[44],"started.":[46],"Within":[47],"paper,":[49],"we":[50,76,103],"discuss":[51],"implications":[53],"integrating":[55],"into":[59],"process":[63],"provide":[65],"a":[66,97],"comprehensive":[67],"overview":[68],"existing":[70,82],"research":[71,83],"on":[72,106,114],"topic.":[74],"Therefore,":[75],"searched,":[77],"describe,":[78],"summarize,":[79],"organize":[81],"following":[84],"systematic":[85],"literature-review":[86],"guidelines":[87,135],"using":[88],"digital":[90],"library":[91],"Scopus.":[92],"Since":[93],"peer":[94],"review":[95],"is":[96],"crucial":[98],"part":[99],"research,":[102],"also":[104],"focus":[105],"exploring":[107],"consequent":[109],"impact":[110],"emerging":[112],"peer-reviewing":[116],"process.":[117],"Existing":[118],"studies":[119],"show":[120],"that":[121],"are":[125],"used":[126],"significantly":[127],"writing.":[130],"However,":[131],"usage":[133],"requires":[134],"control":[137],"overcome":[139],"potential":[140],"challenges":[141],"problems.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}