{"id":"https://openalex.org/W2969924681","doi":null,"title":"Students' reasoning during computer-based scientific modeling","display_name":"Students' reasoning during computer-based scientific modeling","publication_year":2006,"publication_date":"2006-05-18","ids":{"openalex":"https://openalex.org/W2969924681","mag":"2969924681"},"language":"en","primary_location":{"id":"mag:2969924681","doi":null,"is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/students-reasoning-during-computer-based-scientific-modeling","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},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091632101","display_name":"Patrick H. M. Sins","orcid":"https://orcid.org/0000-0003-0443-6074","observed_orcids":["https://orcid.org/0000-0003-0443-6074"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P.H.M. Sins","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0443-6074","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5091632101"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.2997,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97899537,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":93},"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/T10072","display_name":"Science Education and Pedagogy","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T10072","display_name":"Science Education and Pedagogy","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.0012000000569969416,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/student-reasoning","display_name":"student reasoning","score":0.7799999713897705},{"id":"https://openalex.org/keywords/computer-based-modeling","display_name":"computer-based modeling","score":0.8259999752044678},{"id":"https://openalex.org/keywords/scientific-modeling","display_name":"scientific modeling","score":0.9909999966621399},{"id":"https://openalex.org/keywords/modeling-education","display_name":"modeling education","score":0.39399999380111694},{"id":"https://openalex.org/keywords/conceptual-understanding","display_name":"conceptual understanding","score":0.546999990940094},{"id":"https://openalex.org/keywords/science-education","display_name":"science education","score":0.36399999260902405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5667024254798889},{"id":"https://openalex.org/C2992562121","wikidata":"https://www.wikidata.org/wiki/Q3817808","display_name":"Scientific reasoning","level":2,"score":0.5350146889686584},{"id":"https://openalex.org/C37335422","wikidata":"https://www.wikidata.org/wiki/Q6888134","display_name":"Model-based reasoning","level":3,"score":0.43104174733161926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33891594409942627},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3218020796775818},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2840189039707184},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23479709029197693},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.22779226303100586}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2969924681","doi":null,"is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/students-reasoning-during-computer-based-scientific-modeling","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":null,"sustainable_development_goals":[{"score":0.8278999924659729,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":153,"referenced_works":["https://openalex.org/W51496197","https://openalex.org/W74600644","https://openalex.org/W80754321","https://openalex.org/W130732131","https://openalex.org/W147213654","https://openalex.org/W154368409","https://openalex.org/W174631881","https://openalex.org/W268576666","https://openalex.org/W1487795549","https://openalex.org/W1513982168","https://openalex.org/W1522816386","https://openalex.org/W1540048246","https://openalex.org/W1548233051","https://openalex.org/W1566985146","https://openalex.org/W1568307154","https://openalex.org/W1571750337","https://openalex.org/W1575281668","https://openalex.org/W1583564464","https://openalex.org/W1594755339","https://openalex.org/W1601975121","https://openalex.org/W1678916964","https://openalex.org/W1727754235","https://openalex.org/W1964560776","https://openalex.org/W1967836117","https://openalex.org/W1967940801","https://openalex.org/W1967971235","https://openalex.org/W1972191699","https://openalex.org/W1975273460","https://openalex.org/W1975912968","https://openalex.org/W1979623518","https://openalex.org/W1979751925","https://openalex.org/W1981545662","https://openalex.org/W1982210139","https://openalex.org/W1982294544","https://openalex.org/W1983865599","https://openalex.org/W1983980103","https://openalex.org/W1989113814","https://openalex.org/W1989411625","https://openalex.org/W1990451873","https://openalex.org/W1992809728","https://openalex.org/W1993238593","https://openalex.org/W1993348278","https://openalex.org/W1994101767","https://openalex.org/W1994308689","https://openalex.org/W1996080961","https://openalex.org/W1999257446","https://openalex.org/W1999940612","https://openalex.org/W2001545229","https://openalex.org/W2001679923","https://openalex.org/W2008139679","https://openalex.org/W2008526333","https://openalex.org/W2009329130","https://openalex.org/W2009349329","https://openalex.org/W2009377869","https://openalex.org/W2009636642","https://openalex.org/W2010048492","https://openalex.org/W2012091049","https://openalex.org/W2012987867","https://openalex.org/W2013811491","https://openalex.org/W2013904407","https://openalex.org/W2015491510","https://openalex.org/W2017943563","https://openalex.org/W2018415007","https://openalex.org/W2021485256","https://openalex.org/W2022709163","https://openalex.org/W2024107204","https://openalex.org/W2026820407","https://openalex.org/W2027107101","https://openalex.org/W2029930609","https://openalex.org/W2030860448","https://openalex.org/W2030890540","https://openalex.org/W2032139148","https://openalex.org/W2033522360","https://openalex.org/W2038998333","https://openalex.org/W2040110261","https://openalex.org/W2046163437","https://openalex.org/W2047470935","https://openalex.org/W2047634402","https://openalex.org/W2051831694","https://openalex.org/W2053909208","https://openalex.org/W2056017245","https://openalex.org/W2056616687","https://openalex.org/W2056855771","https://openalex.org/W2059222580","https://openalex.org/W2060551855","https://openalex.org/W2062469095","https://openalex.org/W2062773653","https://openalex.org/W2062806565","https://openalex.org/W2063531158","https://openalex.org/W2066294578","https://openalex.org/W2072916024","https://openalex.org/W2073553751","https://openalex.org/W2080843339","https://openalex.org/W2081284825","https://openalex.org/W2082203063","https://openalex.org/W2084471162","https://openalex.org/W2084955770","https://openalex.org/W2085640498","https://openalex.org/W2090550551","https://openalex.org/W2090664277","https://openalex.org/W2091313400","https://openalex.org/W2092251720","https://openalex.org/W2092831938","https://openalex.org/W2092892045","https://openalex.org/W2093165244","https://openalex.org/W2093896596","https://openalex.org/W2094467389","https://openalex.org/W2100650984","https://openalex.org/W2100817584","https://openalex.org/W2103602825","https://openalex.org/W2104264329","https://openalex.org/W2106760415","https://openalex.org/W2108611327","https://openalex.org/W2108651731","https://openalex.org/W2108752510","https://openalex.org/W2108906160","https://openalex.org/W2113819196","https://openalex.org/W2114741137","https://openalex.org/W2114994015","https://openalex.org/W2119524579","https://openalex.org/W2119927950","https://openalex.org/W2122537527","https://openalex.org/W2130077228","https://openalex.org/W2131548621","https://openalex.org/W2133345793","https://openalex.org/W2137513413","https://openalex.org/W2138368559","https://openalex.org/W2141851260","https://openalex.org/W2142368091","https://openalex.org/W2145076773","https://openalex.org/W2145831867","https://openalex.org/W2145931048","https://openalex.org/W2148408124","https://openalex.org/W2148495933","https://openalex.org/W2149278265","https://openalex.org/W2151715145","https://openalex.org/W2159456339","https://openalex.org/W2161843870","https://openalex.org/W2161896195","https://openalex.org/W2162358806","https://openalex.org/W2164526466","https://openalex.org/W2164918230","https://openalex.org/W2165924769","https://openalex.org/W2166458162","https://openalex.org/W2166792455","https://openalex.org/W2167884222","https://openalex.org/W2169552023","https://openalex.org/W2171756022","https://openalex.org/W2181496999","https://openalex.org/W2969739432","https://openalex.org/W2978999794","https://openalex.org/W3004819684","https://openalex.org/W3214923421"],"related_works":["https://openalex.org/W2573169569","https://openalex.org/W1537800333","https://openalex.org/W7098001319","https://openalex.org/W3209722613","https://openalex.org/W3157524122","https://openalex.org/W3214634441","https://openalex.org/W1553527723","https://openalex.org/W2589252448","https://openalex.org/W2757215624","https://openalex.org/W2892367573"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-08-29T00:00:00"}