{"id":"https://openalex.org/W7125270769","doi":"https://doi.org/10.48550/arxiv.2601.14002","title":"Consensus Stability of Community Notes on X","display_name":"Consensus Stability of Community Notes on X","publication_year":2026,"publication_date":"2026-01-20","ids":{"openalex":"https://openalex.org/W7125270769","doi":"https://doi.org/10.48550/arxiv.2601.14002"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2601.14002","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.14002","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.2601.14002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037521976","display_name":"Yuwei Chuai","orcid":"https://orcid.org/0000-0001-6181-7311"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chuai, Yuwei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123186135","display_name":"Gabriele Lenzini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lenzini, Gabriele","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5048633988","display_name":"Nicolas Pr\u00f6llochs","orcid":"https://orcid.org/0000-0002-1835-7302"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pr\u00f6llochs, Nicolas","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037521976"],"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/T11147","display_name":"Misinformation and Its Impacts","score":0.8345999717712402,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.8345999717712402,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.017000000923871994,"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/T11644","display_name":"Spam and Phishing Detection","score":0.010999999940395355,"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.8427000045776367},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.7623000144958496},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.7551000118255615},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6136000156402588},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.39579999446868896},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.39399999380111694}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.8427000045776367},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7623000144958496},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.7551000118255615},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6136000156402588},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4453999996185303},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.39579999446868896},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.39399999380111694},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3887999951839447},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.3817000091075897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3785000145435333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3156000077724457},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.3000999987125397},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.298799991607666},{"id":"https://openalex.org/C122770356","wikidata":"https://www.wikidata.org/wiki/Q1656753","display_name":"Identifiability","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.29089999198913574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28439998626708984},{"id":"https://openalex.org/C71889745","wikidata":"https://www.wikidata.org/wiki/Q1783264","display_name":"Counterfactual conditional","level":3,"score":0.28029999136924744},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.26010000705718994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2601.14002","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.14002","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.2601.14002","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.14002","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Community-based":[0],"fact-checking":[1,181],"systems,":[2],"such":[3],"as":[4],"Community":[5],"Notes":[6],"on":[7],"X":[8],"(formerly":[9],"Twitter),":[10],"aim":[11],"to":[12,138,142,183],"mitigate":[13],"online":[14],"misinformation":[15],"by":[16,21],"surfacing":[17],"annotations":[18],"judged":[19],"helpful":[20,38,77,98],"contributors":[22,148],"with":[23,135],"diverse":[24],"viewpoints.":[25],"While":[26],"prior":[27],"work":[28],"has":[29],"shown":[30],"that":[31,83,90,110,159],"the":[32,41,74,80,177],"platform's":[33],"bridging-based":[34],"algorithm":[35],"effectively":[36],"selects":[37],"notes":[39,53,63,78,94],"at":[40],"time":[42,104],"of":[43,60,76,92,179],"display,":[44],"little":[45],"is":[46],"known":[47],"about":[48],"how":[49],"evaluations":[50],"change":[51],"after":[52],"become":[54],"visible.":[55],"Using":[56,102],"a":[57,114,121,168],"large-scale":[58],"dataset":[59],"437,396":[61],"community":[62],"and":[64,79,100,120,187],"35":[65],"million":[66],"ratings":[67],"from":[68,164],"over":[69],"580,000":[70],"contributors,":[71],"we":[72,107],"examine":[73],"stability":[75],"rating":[81,118,125,185],"dynamics":[82],"follow":[84],"their":[85,97,192],"initial":[86],"display.":[87],"We":[88],"find":[89],"30.2%":[91],"displayed":[93],"later":[95],"lose":[96],"status":[99],"disappear.":[101],"interrupted":[103],"series":[105],"models,":[106],"further":[108],"show":[109],"note":[111,139,172],"display":[112],"triggers":[113],"sharp":[115],"increase":[116,143,149],"in":[117,124,171],"volume":[119],"significant":[122],"shift":[123],"leaning,":[126],"but":[127],"these":[128],"effects":[129],"differ":[130],"across":[131],"rater":[132],"groups.":[133],"Contributors":[134],"viewpoints":[136],"similar":[137],"authors":[140],"tend":[141],"supportive":[144],"ratings,":[145,151],"while":[146],"dissimilar":[147,165],"negative":[150],"producing":[152],"systematic":[153],"post-display":[154,161],"polarization.":[155],"Counterfactual":[156],"analyses":[157],"suggest":[158,188],"this":[160],"polarization,":[162],"particularly":[163],"raters,":[166],"plays":[167],"substantial":[169],"role":[170],"disappearance.":[173],"These":[174],"findings":[175],"highlight":[176],"vulnerability":[178],"consensus-based":[180],"systems":[182],"polarized":[184],"behavior":[186],"pathways":[189],"for":[190],"improving":[191],"resilience.":[193]},"counts_by_year":[],"updated_date":"2026-01-22T23:33:04.759266","created_date":"2026-01-22T00:00:00"}
