{"id":"https://openalex.org/W7154359430","doi":"https://doi.org/10.48550/arxiv.2604.09590","title":"DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review","display_name":"DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review","publication_year":2026,"publication_date":"2026-03-03","ids":{"openalex":"https://openalex.org/W7154359430","doi":"https://doi.org/10.48550/arxiv.2604.09590"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.09590","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.09590","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.09590","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052553582","display_name":"Yixuan Weng","orcid":"https://orcid.org/0000-0002-9720-8689"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Weng, Yixuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101924962","display_name":"Minjun Zhu","orcid":"https://orcid.org/0000-0002-1917-9456"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Minjun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133609338","display_name":"Qiujie Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Qiujie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133555124","display_name":"Zhiyuan Ning","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ning, Zhiyuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133626065","display_name":"Shichen Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Shichen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053889399","display_name":"Panzhong Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Panzhong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133622654","display_name":"Zhen Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Zhen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133615904","display_name":"Enhao Gu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gu, Enhao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133616730","display_name":"Qiyao Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Qiyao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133579746","display_name":"Yue Zhang","orcid":"https://orcid.org/0009-0001-1500-5053"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Yue","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5052553582"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.20589999854564667,"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":0.20589999854564667,"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/T13607","display_name":"Academic Publishing and Open Access","score":0.14550000429153442,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.08089999854564667,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.5918999910354614},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.49880000948905945},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.48829999566078186},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.35899999737739563},{"id":"https://openalex.org/keywords/position-paper","display_name":"Position paper","score":0.34139999747276306},{"id":"https://openalex.org/keywords/ledger","display_name":"Ledger","score":0.3018999993801117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6733999848365784},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.5918999910354614},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.49880000948905945},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.48829999566078186},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35030001401901245},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32359999418258667},{"id":"https://openalex.org/C91302708","wikidata":"https://www.wikidata.org/wiki/Q2732056","display_name":"Ledger","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.26600000262260437},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2651999890804291},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25920000672340393}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.09590","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.09590","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.09590","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.09590","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4895847737789154,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Automated":[0],"peer":[1],"review":[2,39,50,128],"is":[3,32,35],"often":[4],"framed":[5],"as":[6,142,156],"generating":[7],"fluent":[8],"critique,":[9],"yet":[10],"reviewers":[11],"and":[12,28,57,61,69,80,87,118,151],"area":[13],"chairs":[14],"need":[15],"judgments":[16],"they":[17],"can":[18],"\\emph{audit}:":[19],"where":[20],"a":[21,36,48,76,126,148],"concern":[22],"applies,":[23],"what":[24,29],"evidence":[25],"supports":[26],"it,":[27],"concrete":[30],"follow-up":[31,59],"required.":[33],"DeepReviewer~2.0":[34,108,141],"process-controlled":[37],"agentic":[38],"system":[40],"built":[41],"around":[42],"an":[43,92,103,143],"output":[44],"contract:":[45],"it":[46,62,73],"produces":[47],"\\textbf{traceable":[49],"package}":[51],"with":[52],"anchored":[53,89],"annotations,":[54],"localized":[55],"evidence,":[56],"executable":[58],"actions,":[60],"exports":[63],"only":[64],"after":[65],"meeting":[66],"minimum":[67],"traceability":[68],"coverage":[70,114],"budgets.":[71],"Concretely,":[72],"first":[74,132],"builds":[75],"manuscript-only":[77],"claim--evidence--risk":[78],"ledger":[79],"verification":[81],"agenda,":[82],"then":[83],"performs":[84],"agenda-driven":[85],"retrieval":[86],"writes":[88],"critiques":[90],"under":[91,99],"export":[93],"gate.":[94],"On":[95],"134":[96],"ICLR~2025":[97],"submissions":[98],"three":[100],"fixed":[101],"protocols,":[102],"\\emph{un-finetuned":[104],"196B}":[105],"model":[106],"running":[107],"outperforms":[109],"Gemini-3.1-Pro-preview,":[110],"improving":[111],"strict":[112],"major-issue":[113],"(37.26\\%":[115],"vs.\\":[116],"23.57\\%)":[117],"winning":[119],"71.63\\%":[120],"of":[121],"micro-averaged":[122],"blind":[123],"comparisons":[124],"against":[125],"human":[127],"committee,":[129],"while":[130],"ranking":[131],"among":[133],"automatic":[134],"systems":[135],"in":[136],"our":[137],"pool.":[138],"We":[139],"position":[140],"assistive":[144],"tool":[145],"rather":[146],"than":[147],"decision":[149],"proxy,":[150],"note":[152],"remaining":[153],"gaps":[154],"such":[155],"ethics-sensitive":[157],"checks.":[158]},"counts_by_year":[],"updated_date":"2026-04-15T06:04:33.058270","created_date":"2026-04-15T00:00:00"}