{"id":"https://openalex.org/W589079181","doi":null,"title":"Models as epistemic artefacts: Toward a non-representationalist account of scientific representation","display_name":"Models as epistemic artefacts: Toward a non-representationalist account of scientific representation","publication_year":2005,"publication_date":"2005-11-01","ids":{"openalex":"https://openalex.org/W589079181","mag":"589079181"},"language":"en","primary_location":{"id":"pmh:oai:helda.helsinki.fi:10138/19380","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/19380","pdf_url":"http://hdl.handle.net/10138/19380","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Doctoral dissertation"},"volume":null,"type":"dissertation","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10138/19380","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003381023","display_name":"Tarja Knuuttila","orcid":"https://orcid.org/0000-0003-0194-6837","observed_orcids":["https://orcid.org/0000-0003-0194-6837"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tarja Knuuttila","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0194-6837","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5003381023"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":74,"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/T10778","display_name":"Philosophy and History of Science","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"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/T10778","display_name":"Philosophy and History of Science","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"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/T13558","display_name":"Philosophy, Science, and History","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"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/T11477","display_name":"Epistemology, Ethics, and Metaphysics","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"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/scientific-models","display_name":"scientific models","score":0.7699999809265137},{"id":"https://openalex.org/keywords/scientific-representation","display_name":"scientific representation","score":0.9380000233650208},{"id":"https://openalex.org/keywords/non-representational-theory","display_name":"non-representational theory","score":0.9319999814033508},{"id":"https://openalex.org/keywords/philosophy-of-science","display_name":"philosophy of science","score":0.8199999928474426}],"concepts":[{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.8226261734962463},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.7562817931175232},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.6557578444480896},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.6556405425071716},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6236622929573059},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5561067461967468},{"id":"https://openalex.org/C168072608","wikidata":"https://www.wikidata.org/wiki/Q10860201","display_name":"Direct and indirect realism","level":3,"score":0.4919550120830536},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4238746166229248},{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.4177328050136566},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3976174592971802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3165202736854553},{"id":"https://openalex.org/C543847140","wikidata":"https://www.wikidata.org/wiki/Q2642826","display_name":"Realism","level":2,"score":0.29404330253601074},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.21094611287117004},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20831403136253357},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.17818230390548706},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12961077690124512},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08830276131629944},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:helda.helsinki.fi:10138/19380","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/19380","pdf_url":"http://hdl.handle.net/10138/19380","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Doctoral dissertation"},{"id":"mag:589079181","doi":null,"is_oa":false,"landing_page_url":"http://ethesis.helsinki.fi/julkaisut/hum/filos/vk/knuuttila/modelsas.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/19380","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/19380","pdf_url":"http://hdl.handle.net/10138/19380","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Doctoral dissertation"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310086","display_name":"Helsingin Yliopisto","ror":"https://ror.org/040af2s02"},{"id":"https://openalex.org/F4320321726","display_name":"Suomen Kulttuurirahasto","ror":"https://ror.org/027xav248"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W589079181.pdf","grobid_xml":"https://content.openalex.org/works/W589079181.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W258637008","https://openalex.org/W351003551","https://openalex.org/W653873681","https://openalex.org/W1490781083","https://openalex.org/W1525282121","https://openalex.org/W1526174422","https://openalex.org/W1604757514","https://openalex.org/W1654521368","https://openalex.org/W1806186588","https://openalex.org/W1964244996","https://openalex.org/W1971670344","https://openalex.org/W1977976576","https://openalex.org/W1979087822","https://openalex.org/W1980086982","https://openalex.org/W1996619289","https://openalex.org/W2007404549","https://openalex.org/W2008392381","https://openalex.org/W2009401938","https://openalex.org/W2021469660","https://openalex.org/W2032990020","https://openalex.org/W2044509498","https://openalex.org/W2060667469","https://openalex.org/W2065964413","https://openalex.org/W2072326761","https://openalex.org/W2084310826","https://openalex.org/W2085529605","https://openalex.org/W2093154446","https://openalex.org/W2094819641","https://openalex.org/W2100522339","https://openalex.org/W2125340573","https://openalex.org/W2135943618","https://openalex.org/W2150214638","https://openalex.org/W2312241856","https://openalex.org/W2335053364","https://openalex.org/W2484299006","https://openalex.org/W2587573685","https://openalex.org/W2773969979","https://openalex.org/W2800260430","https://openalex.org/W2895816458","https://openalex.org/W2945424237","https://openalex.org/W3136917042","https://openalex.org/W3157647014","https://openalex.org/W3162439866"],"related_works":["https://openalex.org/W7135066456","https://openalex.org/W3186412161","https://openalex.org/W2051792526","https://openalex.org/W7043099046","https://openalex.org/W6945232679","https://openalex.org/W2560446818","https://openalex.org/W2122550315","https://openalex.org/W1777451712","https://openalex.org/W4224095288","https://openalex.org/W4292429153"],"abstract_inverted_index":{"This":[0],"study":[1],"seeks":[2],"to":[3,46,87,104,127,200],"situate":[4],"the":[5,14,47,54,93,160,168,184,188,193,198,201,204,213,238],"philosophical":[6],"discussion":[7],"on":[8,183,192,224],"models":[9,88,97,128,138],"and":[10,30,77,100,109,146,162,191,229,241],"scientific":[11],"representation":[12,19,59,63,99,173,216,233],"within":[13],"larger":[15],"context":[16],"of":[17,40,49,73,96,121,165,171,187,196,207,212,215],"questioning":[18],"that":[20,91,179,217,245],"is":[21,89,148,180,218,226],"taking":[22,219],"place":[23,220],"in":[24,28,66,221,248],"other":[25],"fields,":[26],"especially":[27],"science":[29],"technology":[31],"studies.It":[32],"addresses":[33],"four":[34,114],"related":[35],"questions:":[36],"(i)":[37],"What":[38,71],"kinds":[39,72],"different":[41],"reactions":[42],"there":[43],"have":[44],"been":[45],"puzzle":[48],"representation?(ii)":[50],"From":[51,167,203],"where":[52],"do":[53,79],"seeming":[55],"epistemological":[56],"difficulties":[57],"concerning":[58],"stem?(iii)":[60],"How":[61],"can":[62],"be":[64,125,156],"approached":[65,157],"a":[67,176,209],"non-representationalist":[68],"way?":[69],"(iv)":[70],"things":[74,137,143],"are":[75,139,246],"models,":[76],"how":[78],"they":[80],"give":[81],"us":[82],"knowledge?A":[83],"new":[84],"artefactual":[85],"approach":[86],"advanced":[90],"loosens":[92],"epistemic":[94,152],"value":[95],"from":[98,134,159,234],"ascribes":[101],"it":[102],"instead":[103],"their":[105,151],"materially":[106],"embodied":[107],"constraints":[108],"interactive":[110],"enablings.The":[111],"thesis":[112],"draws":[113],"additional":[115],"major":[116,210],"conclusions:":[117],"(1)":[118],"Our":[119],"understanding":[120],"modelling":[122],"should":[123,155],"not":[124],"reduced":[126],"representing":[129],"some":[130],"external":[131],"target":[132],"systems.Apart":[133],"being":[135],"representative":[136,243],"typically":[140],"also":[141],"productive":[142],"whose":[144],"workability":[145],"experimentability":[147],"crucial":[149],"for":[150],"value.(2)":[153],"Representation":[154],"both":[158,182],"use":[161,169],"production":[163,205],"points":[164],"view.(3)":[166],"point":[170,206],"view":[172,208],"appears":[174],"as":[175],"two-fold":[177],"phenomenon":[178],"based":[181],"medium-specific":[185],"affordances":[186],"material":[189],"sign-vehicle":[190,199],"intentional":[194],"process":[195],"relating":[197],"represented.(4)":[202],"portion":[211],"work":[214],"sciences":[222],"concentrates":[223],"what":[225],"already":[227],"represented":[228],"modelled":[230],"somehow.Looking":[231],"at":[232],"this":[235],"angle":[236],"stresses":[237],"methods,":[239],"ingredients":[240],"various":[242],"devices":[244],"needed":[247],"producing":[249],"models.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}