{"id":"https://openalex.org/W4403764051","doi":"https://doi.org/10.3390/data9110122","title":"Towards a Taxonomy Machine: A Training Set of 5.6 Million Arthropod Images","display_name":"Towards a Taxonomy Machine: A Training Set of 5.6 Million Arthropod Images","publication_year":2024,"publication_date":"2024-10-25","ids":{"openalex":"https://openalex.org/W4403764051","doi":"https://doi.org/10.3390/data9110122"},"language":"en","primary_location":{"id":"doi:10.3390/data9110122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data9110122","pdf_url":"https://www.mdpi.com/2306-5729/9/11/122/pdf?version=1729843999","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/9/11/122/pdf?version=1729843999","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068074654","display_name":"Dirk Steinke","orcid":"https://orcid.org/0000-0002-8992-575X"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Dirk Steinke","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8992-575X","affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046508393","display_name":"Sujeevan Ratnasingham","orcid":"https://orcid.org/0000-0002-3694-0171"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sujeevan Ratnasingham","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036523648","display_name":"Jireh Agda","orcid":"https://orcid.org/0009-0004-5235-9610"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jireh Agda","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114406377","display_name":"Hamzah Ait Boutou","orcid":"https://orcid.org/0009-0006-1366-780X"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hamzah Ait Boutou","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035669830","display_name":"Isaiah C. H. Box","orcid":"https://orcid.org/0000-0002-7091-5375"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Isaiah C. H. Box","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7091-5375","affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011346821","display_name":"Mary Boyle","orcid":"https://orcid.org/0000-0001-6809-5569"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mary Boyle","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dean Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dean Chan","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005122468","display_name":"Corey Feng","orcid":"https://orcid.org/0009-0007-7630-7884"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Corey Feng","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":"https://orcid.org/0009-0007-7630-7884","affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043651760","display_name":"Scott Lowe","orcid":"https://orcid.org/0000-0002-5237-3867"},"institutions":[{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Scott C. Lowe","raw_affiliation_strings":["Vector Institute, Toronto, ON M5G 1M1, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5237-3867","affiliations":[{"raw_affiliation_string":"Vector Institute, Toronto, ON M5G 1M1, Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075855500","display_name":"Jaclyn McKeown","orcid":"https://orcid.org/0009-0005-7193-2643"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jaclyn T. A. McKeown","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":"https://orcid.org/0009-0005-7193-2643","affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018941776","display_name":"Joschka McLeod","orcid":"https://orcid.org/0000-0002-7503-1835"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joschka McLeod","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038062400","display_name":"Alan G. Sanchez","orcid":"https://orcid.org/0009-0005-4043-6911"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alan Sanchez","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022964083","display_name":"Ian M. Smith","orcid":"https://orcid.org/0000-0003-4340-5385"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ian Smith","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110693047","display_name":"Spencer Walker","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Spencer Walker","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059757869","display_name":"Catherine Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Catherine Y.-Y. Wei","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083044232","display_name":"Paul D. N. Hebert","orcid":"https://orcid.org/0000-0002-3081-6700"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul D. N. Hebert","raw_affiliation_strings":["Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3081-6700","affiliations":[{"raw_affiliation_string":"Centre for Biodiversity Genomics, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5068074654"],"corresponding_institution_ids":["https://openalex.org/I79817857"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.6653,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88558062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":"11","first_page":"122","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13269","display_name":"Orthoptera Research and Taxonomy","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11974","display_name":"Lepidoptera: Biology and Taxonomy","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.7683640718460083},{"id":"https://openalex.org/keywords/arthropod","display_name":"Arthropod","score":0.6206422448158264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5095255970954895},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49921321868896484},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.49695757031440735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4772208333015442},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3678398132324219},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.29675400257110596},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.25211209058761597},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.04784432053565979}],"concepts":[{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.7683640718460083},{"id":"https://openalex.org/C2776134702","wikidata":"https://www.wikidata.org/wiki/Q1360","display_name":"Arthropod","level":2,"score":0.6206422448158264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5095255970954895},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49921321868896484},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.49695757031440735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4772208333015442},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3678398132324219},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.29675400257110596},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25211209058761597},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.04784432053565979}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/data9110122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data9110122","pdf_url":"https://www.mdpi.com/2306-5729/9/11/122/pdf?version=1729843999","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d1b005456467499cba8b8f165eb3543b","is_oa":true,"landing_page_url":"https://doaj.org/article/d1b005456467499cba8b8f165eb3543b","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":"Data, Vol 9, Iss 11, p 122 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data9110122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data9110122","pdf_url":"https://www.mdpi.com/2306-5729/9/11/122/pdf?version=1729843999","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G4851601919","display_name":null,"funder_award_id":"OGI-208","funder_id":"https://openalex.org/F4320310787","funder_display_name":"Genome Canada"},{"id":"https://openalex.org/G6071568538","display_name":null,"funder_award_id":"000054","funder_id":"https://openalex.org/F4320326644","funder_display_name":"Canada First Research Excellence Fund"},{"id":"https://openalex.org/G7191781591","display_name":null,"funder_award_id":"NST-1819-0039","funder_id":"https://openalex.org/F4320313408","funder_display_name":"Polar Knowledge Canada"}],"funders":[{"id":"https://openalex.org/F4320310787","display_name":"Genome Canada","ror":"https://ror.org/029s29983"},{"id":"https://openalex.org/F4320311421","display_name":"Forest Conservation Fund","ror":"https://ror.org/00jwytm78"},{"id":"https://openalex.org/F4320313408","display_name":"Polar Knowledge Canada","ror":"https://ror.org/00rfash91"},{"id":"https://openalex.org/F4320314024","display_name":"Ontario Genomics","ror":null},{"id":"https://openalex.org/F4320319231","display_name":"Guanacaste Dry Forest Conservation Fund","ror":null},{"id":"https://openalex.org/F4320324632","display_name":"Ministero dello Sviluppo Economico","ror":"https://ror.org/011z3ff80"},{"id":"https://openalex.org/F4320326644","display_name":"Canada First Research Excellence Fund","ror":null},{"id":"https://openalex.org/F4320328039","display_name":"Ontario Ministry of Economic Development, Job Creation and Trade","ror":"https://ror.org/039570836"},{"id":"https://openalex.org/F4320331473","display_name":"Ministry of Colleges and Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403764051.pdf","grobid_xml":"https://content.openalex.org/works/W4403764051.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1967868004","https://openalex.org/W1997154289","https://openalex.org/W2002524626","https://openalex.org/W2013076999","https://openalex.org/W2069321654","https://openalex.org/W2072022921","https://openalex.org/W2099901798","https://openalex.org/W2116562978","https://openalex.org/W2132380281","https://openalex.org/W2167405998","https://openalex.org/W2285671993","https://openalex.org/W2419064013","https://openalex.org/W2494922444","https://openalex.org/W2564288310","https://openalex.org/W2591399839","https://openalex.org/W2759073608","https://openalex.org/W2769694541","https://openalex.org/W2797977484","https://openalex.org/W2804081731","https://openalex.org/W2885150722","https://openalex.org/W2899714429","https://openalex.org/W2901771398","https://openalex.org/W2950453293","https://openalex.org/W2966002724","https://openalex.org/W3004521551","https://openalex.org/W3009357978","https://openalex.org/W3042182083","https://openalex.org/W3087391102","https://openalex.org/W3182707920","https://openalex.org/W3201819732","https://openalex.org/W3206956589","https://openalex.org/W3215236665","https://openalex.org/W3215820471","https://openalex.org/W4200111683","https://openalex.org/W4283208801","https://openalex.org/W4377293016","https://openalex.org/W4385018909","https://openalex.org/W4385336211","https://openalex.org/W4396219636","https://openalex.org/W4403483230"],"related_works":["https://openalex.org/W652521206","https://openalex.org/W2329509263","https://openalex.org/W2044314928","https://openalex.org/W388844707","https://openalex.org/W2015271272","https://openalex.org/W2046000570","https://openalex.org/W4214597187","https://openalex.org/W1966664401","https://openalex.org/W2034921675","https://openalex.org/W2041249487"],"abstract_inverted_index":{"The":[0],"taxonomic":[1,115],"identification":[2],"of":[3,91,106],"organisms":[4],"from":[5,45,80],"images":[6,42,54],"is":[7,99],"an":[8,65],"active":[9],"research":[10],"area":[11],"within":[12],"the":[13,88,104],"machine":[14,107],"learning":[15,108],"community.":[16],"Current":[17],"algorithms":[18,109],"are":[19],"very":[20],"effective":[21],"for":[22,76,102,110],"object":[23],"recognition":[24],"and":[25,49],"discrimination,":[26],"but":[27],"they":[28],"require":[29],"extensive":[30],"training":[31],"datasets":[32],"to":[33,68],"generate":[34],"reliable":[35],"assignments.":[36],"This":[37],"study":[38],"releases":[39],"5.6":[40],"million":[41],"with":[43,64],"representatives":[44],"10":[46],"arthropod":[47,93],"classes":[48],"26":[50],"insect":[51],"orders.":[52],"All":[53],"were":[55],"taken":[56],"using":[57],"a":[58],"Keyence":[59],"VHX-7000":[60],"Digital":[61],"Microscope":[62],"system":[63],"automatic":[66],"stage":[67],"permit":[69],"high-resolution":[70],"(4K)":[71],"microphotography.":[72],"Providing":[73],"phenotypic":[74],"data":[75],"324,000":[77],"species":[78],"derived":[79],"48":[81],"countries,":[82],"this":[83,97],"release":[84],"represents,":[85],"by":[86],"far,":[87],"largest":[89],"dataset":[90,98],"standardized":[92],"images.":[94],"As":[95],"such,":[96],"well":[100],"suited":[101],"testing":[103],"efficacy":[105],"identifying":[111],"specimens":[112],"into":[113],"higher":[114],"categories.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
