{"id":"https://openalex.org/W7164006531","doi":"https://doi.org/10.48550/arxiv.2606.07683","title":"Review the Code, Not the Story: A Vision and Protocol for Code-First Peer Review","display_name":"Review the Code, Not the Story: A Vision and Protocol for Code-First Peer Review","publication_year":2026,"publication_date":"2026-06-05","ids":{"openalex":"https://openalex.org/W7164006531","doi":"https://doi.org/10.48550/arxiv.2606.07683"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.07683","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.07683","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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.07683","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138267969","display_name":"Jienan Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chen, Jienan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5138267969"],"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/T11986","display_name":"Scientific Computing and Data Management","score":0.6198999881744385,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.6198999881744385,"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/T10260","display_name":"Software Engineering Research","score":0.038100000470876694,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.02280000038444996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.9115999937057495},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6891999840736389},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.6000999808311462},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5383999943733215},{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.5031999945640564},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.42660000920295715},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.3873000144958496},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.3197000026702881}],"concepts":[{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.9115999937057495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7641000151634216},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6891999840736389},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6000999808311462},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5383999943733215},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.5031999945640564},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4526999890804291},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.42660000920295715},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.3873000144958496},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3790000081062317},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29330000281333923},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.287200003862381},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.2831000089645386},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2718999981880188},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2651999890804291},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.07683","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.07683","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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.07683","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.07683","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":"Preprint"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5867618918418884}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Peer":[0],"review":[1,115,123],"in":[2,19],"computational":[3],"fields":[4],"remains":[5],"centered":[6],"on":[7],"author-written":[8],"manuscripts,":[9],"even":[10],"though":[11],"the":[12,76,119,136],"decisive":[13],"evidence":[14],"for":[15,93],"many":[16],"claims":[17,84],"resides":[18],"executable":[20,64,128],"code,":[21],"data,":[22],"configurations,":[23],"and":[24,55,67,87,140,152,155,166],"experiment":[25],"pipelines.":[26],"This":[27,53],"manuscript-first":[28],"workflow":[29],"gives":[30],"authors":[31,62,106],"substantial":[32],"control":[33],"over":[34],"narrative":[35],"framing":[36],"while":[37],"leaving":[38],"reviewers":[39,102],"with":[40],"limited":[41],"time":[42],"to":[43,85,100,104,127],"inspect":[44],"implementation":[45],"details,":[46],"reproduce":[47],"results,":[48],"or":[49,103],"detect":[50],"unsupported":[51],"claims.":[52],"vision":[54],"protocol":[56],"paper":[57],"proposes":[58],"code-first":[59],"peer":[60,122],"review:":[61],"submit":[63],"research":[65],"artifacts":[66],"minimal":[68],"claim":[69],"manifests;":[70],"a":[71,89,132,145,149],"venue-controlled":[72],"AI":[73,112,159],"system":[74,150],"builds":[75],"environment,":[77],"executes":[78],"experiments,":[79],"audits":[80],"code":[81],"paths,":[82],"maps":[83],"evidence,":[86],"generates":[88],"standardized":[90],"Review":[91,138,141],"Package":[92,142],"human":[94],"reviewers.":[95],"The":[96],"goal":[97],"is":[98],"not":[99],"replace":[101],"give":[105,144],"an":[107],"automatic":[108],"writing":[109],"assistant.":[110],"Instead,":[111],"serves":[113],"as":[114],"infrastructure":[116],"that":[117],"shifts":[118],"target":[120],"of":[121],"from":[124],"polished":[125],"narratives":[126],"evidence.":[129],"We":[130],"formalize":[131],"claim-evidence":[133],"contract,":[134],"define":[135],"Generated":[137],"View":[139],"abstractions,":[143],"worked":[146],"example,":[147],"outline":[148],"architecture,":[151],"analyze":[153],"evaluation":[154],"governance":[156],"challenges":[157],"including":[158],"bias,":[160],"prompt":[161],"injection,":[162],"model":[163],"instability,":[164],"auditability,":[165],"author":[167],"appeal.":[168]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-10T00:00:00"}