{"id":"https://openalex.org/W7225321996","doi":"https://doi.org/10.1515/cog-2026-0021","title":"Facets of connectivity change: tracing the dynamics of attraction and differentiation in the rise of the English deverbal prepositions given and considering","display_name":"Facets of connectivity change: tracing the dynamics of attraction and differentiation in the rise of the English deverbal prepositions given and considering","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225321996","doi":"https://doi.org/10.1515/cog-2026-0021"},"language":"en","primary_location":{"id":"doi:10.1515/cog-2026-0021","doi":"https://doi.org/10.1515/cog-2026-0021","is_oa":true,"landing_page_url":"https://doi.org/10.1515/cog-2026-0021","pdf_url":null,"source":{"id":"https://openalex.org/S207053439","display_name":"Cognitive Linguistics","issn_l":"0936-5907","issn":["0936-5907","1613-3641"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321051","host_organization_name":"De Gruyter Mouton","host_organization_lineage":["https://openalex.org/P4310321051","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Mouton","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Linguistics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1515/cog-2026-0021","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100740266","display_name":"Xia Wu","orcid":"https://orcid.org/0009-0002-2584-1765","observed_orcids":["https://orcid.org/0009-0002-2584-1765"]},"institutions":[{"id":"https://openalex.org/I149735164","display_name":"Hengyang Normal University","ror":"https://ror.org/006bvjm48","country_code":"CN","type":"education","lineage":["https://openalex.org/I149735164"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Wu","raw_affiliation_strings":["School of Foreign Languages , Hengyang Normal University , Hengyang , China","School of International Studies , Zhejiang University , Hangzhou , China"],"raw_orcid":"https://orcid.org/0009-0002-2584-1765","affiliations":[{"raw_affiliation_string":"School of Foreign Languages , Hengyang Normal University , Hengyang , China","institution_ids":["https://openalex.org/I149735164"]},{"raw_affiliation_string":"School of International Studies , Zhejiang University , Hangzhou , China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101518423","display_name":"Bin Shao","orcid":"https://orcid.org/0009-0000-2270-3258","observed_orcids":["https://orcid.org/0009-0000-2270-3258"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Shao","raw_affiliation_strings":["School of International Studies , Zhejiang University , Hangzhou , China"],"raw_orcid":"https://orcid.org/0009-0000-2270-3258","affiliations":[{"raw_affiliation_string":"School of International Studies , Zhejiang University , Hangzhou , China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":0,"currency":"EUR","value_usd":0},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10034","display_name":"Syntax, Semantics, Linguistic Variation","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10034","display_name":"Syntax, Semantics, Linguistic Variation","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13156","display_name":"Historical Linguistics and Language Studies","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14006","display_name":"Linguistics, Language Diversity, and Identity","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/grammaticalization","display_name":"grammaticalization","score":0.7670000195503235},{"id":"https://openalex.org/keywords/connectivity-changes","display_name":"connectivity changes","score":0.8790000081062317},{"id":"https://openalex.org/keywords/english-prepositions","display_name":"English prepositions","score":0.5370000004768372},{"id":"https://openalex.org/keywords/modal-contexts","display_name":"modal contexts","score":0.847000002861023},{"id":"https://openalex.org/keywords/genre-differences","display_name":"genre differences","score":0.5690000057220459},{"id":"https://openalex.org/keywords/boruta-feature-selection","display_name":"Boruta feature selection","score":0.7450000047683716},{"id":"https://openalex.org/keywords/conditional-inference-trees","display_name":"conditional inference trees","score":0.9890000224113464}],"concepts":[{"id":"https://openalex.org/C2778364177","wikidata":"https://www.wikidata.org/wiki/Q2247133","display_name":"Attraction","level":2,"score":0.7329999804496765},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5364999771118164},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5199999809265137},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4796000123023987},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47450000047683716},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4505999982357025},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4487999975681305},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4327000081539154},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.3921999931335449},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.3815000057220459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3409000039100647},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.32820001244544983},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.3255000114440918},{"id":"https://openalex.org/C60798267","wikidata":"https://www.wikidata.org/wiki/Q1226939","display_name":"Division (mathematics)","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C135756266","wikidata":"https://www.wikidata.org/wiki/Q1358208","display_name":"Grammaticalization","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26820001006126404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26190000772476196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/cog-2026-0021","doi":"https://doi.org/10.1515/cog-2026-0021","is_oa":true,"landing_page_url":"https://doi.org/10.1515/cog-2026-0021","pdf_url":null,"source":{"id":"https://openalex.org/S207053439","display_name":"Cognitive Linguistics","issn_l":"0936-5907","issn":["0936-5907","1613-3641"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321051","host_organization_name":"De Gruyter Mouton","host_organization_lineage":["https://openalex.org/P4310321051","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Mouton","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Linguistics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1515/cog-2026-0021","doi":"https://doi.org/10.1515/cog-2026-0021","is_oa":true,"landing_page_url":"https://doi.org/10.1515/cog-2026-0021","pdf_url":null,"source":{"id":"https://openalex.org/S207053439","display_name":"Cognitive Linguistics","issn_l":"0936-5907","issn":["0936-5907","1613-3641"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321051","host_organization_name":"De Gruyter Mouton","host_organization_lineage":["https://openalex.org/P4310321051","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Mouton","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W65635455","https://openalex.org/W1541456968","https://openalex.org/W1574831748","https://openalex.org/W1996635828","https://openalex.org/W2014861317","https://openalex.org/W2038589788","https://openalex.org/W2081139806","https://openalex.org/W2081580037","https://openalex.org/W2108654007","https://openalex.org/W2123998733","https://openalex.org/W2156665896","https://openalex.org/W2162480994","https://openalex.org/W2337762945","https://openalex.org/W2463555377","https://openalex.org/W2480148714","https://openalex.org/W2482200609","https://openalex.org/W2496430879","https://openalex.org/W2524449277","https://openalex.org/W2590499517","https://openalex.org/W2771005672","https://openalex.org/W2807955228","https://openalex.org/W3017325289","https://openalex.org/W3054590520","https://openalex.org/W3102872052","https://openalex.org/W3112048575","https://openalex.org/W4200204579","https://openalex.org/W4211173780","https://openalex.org/W4211177138","https://openalex.org/W4213108572","https://openalex.org/W4224313573","https://openalex.org/W4235505822","https://openalex.org/W4239075771","https://openalex.org/W4239697753","https://openalex.org/W4244437832","https://openalex.org/W4245267204","https://openalex.org/W4292836991","https://openalex.org/W4301420590","https://openalex.org/W4377086977","https://openalex.org/W4381617132","https://openalex.org/W4403320613","https://openalex.org/W4406924372","https://openalex.org/W4408415004","https://openalex.org/W4410039631","https://openalex.org/W4410385144","https://openalex.org/W4416061162","https://openalex.org/W4416138528","https://openalex.org/W7131801256","https://openalex.org/W7154972677"],"related_works":["https://openalex.org/W7222883055","https://openalex.org/W4408415004","https://openalex.org/W2900005758","https://openalex.org/W3121313120","https://openalex.org/W2403774409","https://openalex.org/W2489941942","https://openalex.org/W2898048620","https://openalex.org/W3171749801","https://openalex.org/W2291348449","https://openalex.org/W2746051090"],"abstract_inverted_index":{"Abstract":[0],"Although":[1],"the":[2,38,41,50,59,81,86,92,110,116,134],"emergence":[3],"of":[4,40,125,137,158],"deverbal":[5,47],"prepositions":[6],"has":[7,17],"been":[8],"well":[9],"documented":[10],"in":[11,91,115],"studies":[12],"on":[13,20],"grammaticalization,":[14],"existing":[15],"research":[16],"largely":[18],"focused":[19],"individual":[21],"items,":[22],"paying":[23],"limited":[24],"attention":[25],"to":[26,55,147],"their":[27,100],"interactions":[28],"over":[29,49],"time.":[30],"Addressing":[31],"this":[32,34],"gap,":[33],"article":[35],"examines":[36],"whether":[37],"rise":[39],"past":[42,51],"participle":[43],"given":[44],"as":[45,97,119],"a":[46,122,148,155],"preposition":[48],"century":[52],"reflects":[53],"attraction":[54,90,160],"or":[56],"differentiation":[57,114,162],"from":[58],"paradigmatically":[60],"related":[61],"and":[62,77,94,105,161],"more":[63],"established":[64],"form":[65],"considering":[66],".":[67],"Using":[68],"two":[69,87,111],"tree-based":[70],"machine-learning":[71],"methods,":[72],"namely":[73],"Boruta":[74],"Feature":[75],"Selection":[76],"Conditional":[78],"Inference":[79],"Trees,":[80],"present":[82],"study":[83],"reveals":[84],"that":[85,142],"constructions":[88,112],"exhibit":[89],"formal":[93],"pragmatic":[95],"dimensions,":[96],"evidenced":[98,120],"by":[99,121,140],"distributions":[101],"across":[102,127,163],"left-peripheral":[103],"positions":[104],"modal":[106],"contexts.":[107],"By":[108],"contrast,":[109],"display":[113],"discourse":[117],"dimension,":[118],"clearer":[123],"division":[124],"labor":[126],"genres.":[128],"Taken":[129],"together,":[130],"these":[131],"findings":[132],"advance":[133],"theoretical":[135],"understanding":[136],"connectivity":[138],"change":[139],"showing":[141],"it":[143,153],"cannot":[144],"be":[145],"reduced":[146],"simple":[149],"strengthening-versus-weakening":[150],"dichotomy.":[151],"Instead,":[152],"involves":[154],"probabilistic":[156],"interplay":[157],"both":[159],"distinct":[164],"linguistic":[165],"dimensions.":[166]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-06T00:00:00"}