{"id":"https://openalex.org/W2541490763","doi":"https://doi.org/10.25080/majora-629e541a-006","title":"Storing Reproducible Results from Computational Experiments using Scientific Python Packages","display_name":"Storing Reproducible Results from Computational Experiments using Scientific Python Packages","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2541490763","doi":"https://doi.org/10.25080/majora-629e541a-006","mag":"2541490763"},"language":"en","primary_location":{"id":"doi:10.25080/majora-629e541a-006","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-006","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/christian_oxvig.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/christian_oxvig.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044338926","display_name":"Christian Schou Oxvig","orcid":"https://orcid.org/0000-0002-1662-2803"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Christian Oxvig","raw_affiliation_strings":["Faculty of Engineering and Science, Department of Electronic Systems, Aalborg University, 9220 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, Department of Electronic Systems, Aalborg University, 9220 Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001695391","display_name":"Thomas Arildsen","orcid":"https://orcid.org/0000-0003-3254-3790"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas Arildsen","raw_affiliation_strings":["Faculty of Engineering and Science, Department of Electronic Systems, Aalborg University, 9220 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, Department of Electronic Systems, Aalborg University, 9220 Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019990311","display_name":"Torben Larsen","orcid":"https://orcid.org/0000-0002-7378-5967"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Torben Larsen","raw_affiliation_strings":["Faculty of Engineering and Science, Department of Electronic Systems, Aalborg University, 9220 Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, Department of Electronic Systems, Aalborg University, 9220 Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044338926"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":1.8864,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91459766,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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":0.9925000071525574,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/python","display_name":"Python (programming language)","score":0.9217971563339233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8098613023757935},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.737357497215271},{"id":"https://openalex.org/keywords/json","display_name":"JSON","score":0.6588184833526611},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.529984712600708},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43268272280693054},{"id":"https://openalex.org/keywords/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.4313051104545593},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34648212790489197},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3297552466392517},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2928766906261444}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9217971563339233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8098613023757935},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.737357497215271},{"id":"https://openalex.org/C2780416260","wikidata":"https://www.wikidata.org/wiki/Q2063","display_name":"JSON","level":2,"score":0.6588184833526611},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.529984712600708},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43268272280693054},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.4313051104545593},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34648212790489197},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3297552466392517},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2928766906261444},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.25080/majora-629e541a-006","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-006","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/christian_oxvig.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/d9bdea0c-9bb9-40cc-a35f-2700b10b875e","is_oa":true,"landing_page_url":"https://github.com/SIP-AAU/SciPy2016_material","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Oxvig , C S , Arildsen , T & Larsen , T 2016 , Storing Reproducible Results from Computational Experiments using Scientific Python Packages . in Proceedings of the 15th Python in Science Conference . pp. 45-50 , Scientific Computing with Python 2016 , Austin, Texas , United States , 11/07/2016 .","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.25080/majora-629e541a-006","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-006","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/christian_oxvig.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3615488556","display_name":null,"funder_award_id":"1335-00278B/12-134971","funder_id":"https://openalex.org/F4320322928","funder_display_name":"Danmarks Frie Forskningsfond"},{"id":"https://openalex.org/G5299204467","display_name":null,"funder_award_id":"DeIC2013.12.23","funder_id":"https://openalex.org/F4320322975","funder_display_name":"Danish e-Infrastructure Cooperation"}],"funders":[{"id":"https://openalex.org/F4320322928","display_name":"Danmarks Frie Forskningsfond","ror":"https://ror.org/02sptwz63"},{"id":"https://openalex.org/F4320322975","display_name":"Danish e-Infrastructure Cooperation","ror":"https://ror.org/03ge1nb22"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2541490763.pdf","grobid_xml":"https://content.openalex.org/works/W2541490763.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1526025733","https://openalex.org/W1835879695","https://openalex.org/W1964962870","https://openalex.org/W1987777080","https://openalex.org/W2008985174","https://openalex.org/W2011301426","https://openalex.org/W2024891530","https://openalex.org/W2036318837","https://openalex.org/W2045219416","https://openalex.org/W2055305621","https://openalex.org/W2055623935","https://openalex.org/W2076918656","https://openalex.org/W2078571717","https://openalex.org/W2079336662","https://openalex.org/W2081264803","https://openalex.org/W2104729130","https://openalex.org/W2104892386","https://openalex.org/W2110114082","https://openalex.org/W2115236907","https://openalex.org/W2120722331","https://openalex.org/W2131966673","https://openalex.org/W2139210474","https://openalex.org/W2144336525","https://openalex.org/W2146292423","https://openalex.org/W2168103533","https://openalex.org/W2186666442","https://openalex.org/W2288977256","https://openalex.org/W2342249984","https://openalex.org/W3123868826","https://openalex.org/W4254040930","https://openalex.org/W4254563405"],"related_works":["https://openalex.org/W2753132265","https://openalex.org/W273500195","https://openalex.org/W2043019925","https://openalex.org/W4234766820","https://openalex.org/W4321232174","https://openalex.org/W3117520771","https://openalex.org/W4236056781","https://openalex.org/W4399254454","https://openalex.org/W4293768956","https://openalex.org/W2482048793"],"abstract_inverted_index":{"Computational":[0],"methods":[1],"have":[2,31,60],"become":[3],"a":[4,24,34,113,128],"prime":[5],"branch":[6],"of":[7,12,27,29,87,112,120,143,147],"modern":[8],"science.":[9],"Unfortunately,":[10],"retractions":[11],"papers":[13],"in":[14,53,78,131,184],"high-ranked":[15],"journals":[16],"due":[17],"to":[18,33,89,103],"erroneous":[19],"computations":[20,153],"as":[21,23,70,72],"well":[22,71],"general":[25],"lack":[26],"reproducibility":[28],"results":[30,111,172,181],"led":[32],"so-called":[35],"credibility":[36],"crisis.":[37],"The":[38],"answer":[39],"from":[40],"the":[41,54,105,110,118,123,132,139,144,157,173],"scientific":[42,95,152,194],"community":[43],"has":[44],"been":[45],"an":[46,85],"increased":[47],"focus":[48,99],"on":[49,101],"implementing":[50,79,185],"reproducible":[51,186],"research":[52,187],"computational":[55,114],"sciences.":[56],"Researchers":[57],"and":[58,83,122,126,141,188],"scientists":[59],"addressed":[61],"this":[62],"increasingly":[63],"important":[64,183],"problem":[65],"by":[66,167],"proposing":[67],"best":[68,92],"practices":[69,93],"making":[73,151],"available":[74,148],"tools":[75,149],"for":[76,150],"aiding":[77],"them.":[80],"We":[81,116,155],"discuss":[82,138],"give":[84],"example":[86],"how":[88,102],"implement":[90],"such":[91],"using":[94,193],"Python":[96,134,195],"packages.":[97,196],"Our":[98],"is":[100,182,190],"store":[104],"relevant":[106],"metadata":[107,169,178],"along":[108,170,179],"with":[109,171,180],"experiment.":[115],"propose":[117],"use":[119,159],"JSON":[121],"HDF5":[124,175],"database":[125],"detail":[127],"reference":[129],"implementation":[130],"Magni":[133],"package.":[135],"Further,":[136],"we":[137,162],"focuses":[140],"purposes":[142],"broad":[145],"range":[146],"reproducible.":[154],"pinpoint":[156],"particular":[158],"cases":[160],"that":[161],"believe":[163],"are":[164],"better":[165],"solved":[166],"storing":[168],"same":[174],"database.":[176],"Storing":[177],"it":[189],"readily":[191],"achievable":[192]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}