{"id":"https://openalex.org/W4319301506","doi":"https://doi.org/10.1162/neco_a_01562","title":"TruthSift: A Platform for Collective Rationality","display_name":"TruthSift: A Platform for Collective Rationality","publication_year":2023,"publication_date":"2023-02-06","ids":{"openalex":"https://openalex.org/W4319301506","doi":"https://doi.org/10.1162/neco_a_01562","pmid":"https://pubmed.ncbi.nlm.nih.gov/36746141"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01562","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1162/neco_a_01562","pdf_url":"https://direct.mit.edu/neco/article-pdf/35/3/536/2071832/neco_a_01562.pdf","source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://direct.mit.edu/neco/article-pdf/35/3/536/2071832/neco_a_01562.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059081013","display_name":"Eric B. Baum","orcid":"https://orcid.org/0000-0002-8319-0561"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Eric B. Baum","raw_affiliation_strings":["TruthSift, Princeton, NJ 08540, U.S.A. eric@truthsift.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TruthSift, Princeton, NJ 08540, U.S.A. eric@truthsift.com","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5059081013"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00891947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"3","first_page":"536","last_page":"553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.988099992275238,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9706000089645386,"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/scrutiny","display_name":"Scrutiny","score":0.6812061071395874},{"id":"https://openalex.org/keywords/rationality","display_name":"Rationality","score":0.6804445385932922},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.6195546388626099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6049813628196716},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.5462323427200317},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5327256917953491},{"id":"https://openalex.org/keywords/collective-intelligence","display_name":"Collective intelligence","score":0.5083317160606384},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4980781078338623},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.46908846497535706},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4671895503997803},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34948351979255676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3490595817565918},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.34675687551498413},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29776281118392944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13343164324760437},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11727109551429749},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10307091474533081},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.10178446769714355}],"concepts":[{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.6812061071395874},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.6804445385932922},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.6195546388626099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6049813628196716},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.5462323427200317},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5327256917953491},{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.5083317160606384},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4980781078338623},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.46908846497535706},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4671895503997803},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34948351979255676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3490595817565918},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.34675687551498413},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29776281118392944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13343164324760437},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11727109551429749},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10307091474533081},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.10178446769714355},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_01562","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1162/neco_a_01562","pdf_url":"https://direct.mit.edu/neco/article-pdf/35/3/536/2071832/neco_a_01562.pdf","source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:36746141","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36746141","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural computation","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1162/neco_a_01562","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1162/neco_a_01562","pdf_url":"https://direct.mit.edu/neco/article-pdf/35/3/536/2071832/neco_a_01562.pdf","source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4319301506.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W241934223","https://openalex.org/W596560777","https://openalex.org/W1527788842","https://openalex.org/W1901521400","https://openalex.org/W2013384649","https://openalex.org/W2018580081","https://openalex.org/W2023155726","https://openalex.org/W2085659299","https://openalex.org/W2092578995","https://openalex.org/W2100758964","https://openalex.org/W2112365597","https://openalex.org/W2170989440","https://openalex.org/W2223235514","https://openalex.org/W2962681511","https://openalex.org/W3157416658","https://openalex.org/W4256476885","https://openalex.org/W4317523914","https://openalex.org/W6654191331","https://openalex.org/W6712513498"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2033286695","https://openalex.org/W3190981800","https://openalex.org/W2138319102","https://openalex.org/W2182147016","https://openalex.org/W1965389450","https://openalex.org/W1999439266","https://openalex.org/W3127031175","https://openalex.org/W1984865279","https://openalex.org/W1527088753"],"abstract_inverted_index":{"TruthSift":[0,22,147],"is":[1,53],"a":[2,11,54,64,83,104],"cloud-based":[3],"platform":[4],"that":[5,125],"logically":[6,28,118],"combines":[7],"members'":[8],"contributions":[9,89],"into":[10],"collective":[12],"intelligence.":[13],"Members":[14],"add":[15],"statements":[16,25,129],"and":[17,69,92,100,117,161],"directed":[18],"connectors":[19],"to":[20,95,102,133,140],"diagrams.":[21],"monitors":[23],"which":[24,33],"have":[26,82],"been":[27,38],"established":[29,42,136],"by":[30,40,115],"demonstrations":[31],"for":[32,77,87],"every":[34],"challenge":[35],"raised":[36],"has":[37],"refuted":[39,143],"an":[41],"refutation.":[43],"When":[44],"members":[45],"run":[46],"out":[47],"of":[48,61,151,157],"rational":[49],"objections,":[50],"the":[51,59,120],"result":[52],"converged":[55],"diagram":[56],"succinctly":[57],"representing":[58],"state":[60],"knowledge":[62],"about":[63],"topic,":[65],"including":[66],"plausible":[67],"challenges":[68],"how":[70],"they":[71],"were":[72],"refuted.":[73],"Previous":[74],"computer":[75],"systems":[76],"collaborative":[78],"intelligence":[79],"did":[80,109],"not":[81,110],"qualitatively":[84],"better":[85],"solution":[86],"combining":[88],"than":[90],"voting":[91],"are":[93],"subject":[94],"groupthink,":[96],"interest":[97],"group":[98],"capture,":[99],"inability":[101],"follow":[103],"multistep":[105],"logical":[106],"argument.":[107],"They":[108],"settle":[111],"issues":[112],"automatically":[113],"point":[114,116],"propagate":[119],"consequences.":[121],"I":[122],"review":[123],"indications":[124],"many":[126],"practically":[127],"important":[128],"most":[130],"people":[131],"believe":[132],"be":[134,138,141],"firmly":[135,142],"will":[137],"revealed":[139],"upon":[144],"computer-assisted":[145],"scrutiny.":[146],"also":[148],"supports":[149],"construction":[150],"powerful":[152],"probabilistic":[153],"models":[154],"over":[155],"networks":[156],"causes,":[158],"implications,":[159],"tests,":[160],"necessary":[162],"factors.":[163]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
