{"id":"https://openalex.org/W4413412689","doi":"https://doi.org/10.1140/epjds/s13688-025-00580-8","title":"Timing and cross-platform presence shape the online dissemination of science","display_name":"Timing and cross-platform presence shape the online dissemination of science","publication_year":2025,"publication_date":"2025-08-22","ids":{"openalex":"https://openalex.org/W4413412689","doi":"https://doi.org/10.1140/epjds/s13688-025-00580-8"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-025-00580-8","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00580-8","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00580-8","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00580-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103385995","display_name":"Jos\u00e9 Luis C\u00f3rdova","orcid":"https://orcid.org/0009-0005-0160-1304"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 C\u00f3rdova","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004566032","display_name":"Em\u0151ke-\u00c1gnes Horv\u00e1t","orcid":"https://orcid.org/0000-0001-7709-1172"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Em\u0151ke-\u00c1gnes Horv\u00e1t","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064158757","display_name":"Daniel M. Romero","orcid":"https://orcid.org/0000-0002-8351-3463"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel M. Romero","raw_affiliation_strings":["University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103385995"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":1690,"currency":"USD","value_usd":1690},"apc_paid":{"value":1690,"currency":"USD","value_usd":1690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1584252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9916999936103821,"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"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9916999936103821,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9914000034332275,"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/T11937","display_name":"Research Data Management Practices","score":0.9840999841690063,"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/computer-science","display_name":"Computer science","score":0.5190016031265259},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40598657727241516},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.356944739818573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3297175168991089},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20549994707107544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5190016031265259},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40598657727241516},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.356944739818573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3297175168991089},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20549994707107544}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1140/epjds/s13688-025-00580-8","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00580-8","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00580-8","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e1ad1eb7aaea47d48e73973524bbf3a8","is_oa":true,"landing_page_url":"https://doaj.org/article/e1ad1eb7aaea47d48e73973524bbf3a8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 14, Iss 1, Pp 1-34 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-025-00580-8","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-025-00580-8","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-025-00580-8","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G556304404","display_name":null,"funder_award_id":"IIS-2133963","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5980498653","display_name":"Collaborative Research: HCC: Small: Science communication in the ecosystem of digital media platforms","funder_award_id":"2133964","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6234108249","display_name":"Collaborative Research: HCC: Small: Science communication in the ecosystem of digital media platforms","funder_award_id":"2133963","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G625726499","display_name":null,"funder_award_id":"IIS-1943506","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309475","display_name":"Northwestern University","ror":"https://ror.org/000e0be47"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413412689.pdf","grobid_xml":"https://content.openalex.org/works/W4413412689.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W363554780","https://openalex.org/W1544027360","https://openalex.org/W1767470961","https://openalex.org/W1852891783","https://openalex.org/W1894414046","https://openalex.org/W1972230306","https://openalex.org/W1996263819","https://openalex.org/W1996515099","https://openalex.org/W2019945085","https://openalex.org/W2020221730","https://openalex.org/W2027135291","https://openalex.org/W2048185449","https://openalex.org/W2053401309","https://openalex.org/W2066752129","https://openalex.org/W2068452509","https://openalex.org/W2068982516","https://openalex.org/W2073023209","https://openalex.org/W2081305716","https://openalex.org/W2109746829","https://openalex.org/W2114181060","https://openalex.org/W2154278990","https://openalex.org/W2160324096","https://openalex.org/W2164277894","https://openalex.org/W2171817276","https://openalex.org/W2178843456","https://openalex.org/W2277805675","https://openalex.org/W2324604439","https://openalex.org/W2512532497","https://openalex.org/W2518646621","https://openalex.org/W2724210927","https://openalex.org/W2724951827","https://openalex.org/W2741809807","https://openalex.org/W2766079223","https://openalex.org/W2792227844","https://openalex.org/W2793071066","https://openalex.org/W2796216221","https://openalex.org/W2797866561","https://openalex.org/W2810053269","https://openalex.org/W2900820516","https://openalex.org/W2911641603","https://openalex.org/W2939088842","https://openalex.org/W2964269387","https://openalex.org/W2970388682","https://openalex.org/W2983943611","https://openalex.org/W2998542624","https://openalex.org/W3008974784","https://openalex.org/W3012263732","https://openalex.org/W3014990176","https://openalex.org/W3019156688","https://openalex.org/W3020960562","https://openalex.org/W3024965148","https://openalex.org/W3025014173","https://openalex.org/W3033813546","https://openalex.org/W3037563036","https://openalex.org/W3100513603","https://openalex.org/W3104987177","https://openalex.org/W3106028942","https://openalex.org/W3133103807","https://openalex.org/W3133423348","https://openalex.org/W3159574847","https://openalex.org/W3174975695","https://openalex.org/W3210207132","https://openalex.org/W4211227699","https://openalex.org/W4212827832","https://openalex.org/W4229010617","https://openalex.org/W4282007505","https://openalex.org/W4282823329","https://openalex.org/W4282971627","https://openalex.org/W4292079670","https://openalex.org/W4292887282","https://openalex.org/W4313313048","https://openalex.org/W4320056566","https://openalex.org/W4378980478","https://openalex.org/W4379364503","https://openalex.org/W4380302109","https://openalex.org/W4390444348","https://openalex.org/W4392122745","https://openalex.org/W4393026070","https://openalex.org/W4393320074","https://openalex.org/W4396220616","https://openalex.org/W4409580770","https://openalex.org/W4411887000","https://openalex.org/W6931780304"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"increasing":[1],"reliance":[2],"on":[3,94],"digital":[4],"media":[5],"has":[6],"shifted":[7],"the":[8,28,32,39,47,64,95,120,132,138],"discussion":[9],"and":[10,24,147],"dissemination":[11,48,66,106],"of":[12,35,46,49,68,75,98,101,135,140],"academic":[13,50,69,122],"findings":[14],"to":[15,86,104],"various":[16],"online":[17,65,99],"platforms,":[18,56],"such":[19],"as":[20],"news":[21],"sites,":[22],"blogs,":[23],"social":[25],"media,":[26],"making":[27],"World":[29],"Wide":[30],"Web":[31],"primary":[33],"source":[34],"scientific":[36],"information":[37],"for":[38,131],"broader":[40],"population.":[41],"However,":[42],"a":[43,73,91],"comprehensive":[44],"understanding":[45],"articles":[51,70,103],"online,":[52],"especially":[53],"across":[54,111,145],"multiple":[55],"remains":[57],"limited.":[58],"In":[59],"this":[60],"study,":[61],"we":[62],"examine":[63],"patterns":[67,110],"by":[71],"analyzing":[72],"dataset":[74],"\u223c":[76],"18":[77],"million":[78],"posts":[79],"from":[80],"diverse":[81],"sources":[82],"that":[83],"mention":[84],"close":[85],"430k":[87],"articles.":[88,112],"We":[89],"employ":[90],"clustering-based":[92],"approach":[93],"time":[96],"series":[97],"mentions":[100,142],"research":[102],"discern":[105],"trajectories,":[107],"identifying":[108],"common":[109],"Furthermore,":[113],"these":[114],"trajectories":[115],"are":[116,143],"also":[117],"associated":[118],"with":[119],"future":[121],"citation":[123],"count.":[124],"These":[125],"associations":[126],"hold":[127],"even":[128],"after":[129],"controlling":[130],"total":[133],"number":[134],"mentions,":[136],"underscoring":[137],"importance":[139],"how":[141],"distributed":[144],"platforms":[146],"over":[148],"time,":[149],"rather":[150],"than":[151],"just":[152],"their":[153],"overall":[154],"volume.":[155]},"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}