{"id":"https://openalex.org/W4411705266","doi":"https://doi.org/10.1093/bioinformatics/btaf374","title":"Multistage attention-based extraction and fusion of protein sequence and structural features for protein function prediction","display_name":"Multistage attention-based extraction and fusion of protein sequence and structural features for protein function prediction","publication_year":2025,"publication_date":"2025-06-26","ids":{"openalex":"https://openalex.org/W4411705266","doi":"https://doi.org/10.1093/bioinformatics/btaf374","pmid":"https://pubmed.ncbi.nlm.nih.gov/40569190"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btaf374","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf374","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf374/63590813/btaf374.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf374/63590813/btaf374.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100694693","display_name":"Meiling Liu","orcid":"https://orcid.org/0000-0003-4208-7274"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiling Liu","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shuangshuang Wang","orcid":"https://orcid.org/0009-0007-4467-9640"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangshuang Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920182","display_name":"Zeyu Luo","orcid":"https://orcid.org/0000-0001-6650-9975"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Luo","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649978","display_name":"Guohua Wang","orcid":"https://orcid.org/0000-0001-7381-2374"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100599476","display_name":"Yuming Zhao","orcid":"https://orcid.org/0000-0001-7219-0999"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuming Zhao","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100694693"],"corresponding_institution_ids":["https://openalex.org/I47689461"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":2.7193,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91021033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"41","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/interpretability","display_name":"Interpretability","score":0.7930593490600586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7464768290519714},{"id":"https://openalex.org/keywords/protein-function-prediction","display_name":"Protein function prediction","score":0.7043339014053345},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5391820073127747},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5321760773658752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46537989377975464},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4406709372997284},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4196888506412506},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32515111565589905},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23768633604049683},{"id":"https://openalex.org/keywords/protein-function","display_name":"Protein function","score":0.23349276185035706},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10853666067123413}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7930593490600586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7464768290519714},{"id":"https://openalex.org/C207060522","wikidata":"https://www.wikidata.org/wiki/Q7251473","display_name":"Protein function prediction","level":4,"score":0.7043339014053345},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5391820073127747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5321760773658752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46537989377975464},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4406709372997284},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4196888506412506},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32515111565589905},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23768633604049683},{"id":"https://openalex.org/C2986374874","wikidata":"https://www.wikidata.org/wiki/Q8054","display_name":"Protein function","level":3,"score":0.23349276185035706},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10853666067123413},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011487","descriptor_name":"Protein Conformation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011487","descriptor_name":"Protein Conformation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011487","descriptor_name":"Protein Conformation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btaf374","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf374","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf374/63590813/btaf374.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40569190","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40569190","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12289230","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12289230","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btaf374","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf374","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf374/63590813/btaf374.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1939021808","display_name":null,"funder_award_id":"62272094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2476221792","display_name":null,"funder_award_id":"Heilongjiang","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8213388763","display_name":null,"funder_award_id":"LH2022F002","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322392","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411705266.pdf","grobid_xml":"https://content.openalex.org/works/W4411705266.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2018661561","https://openalex.org/W2045204781","https://openalex.org/W2096358531","https://openalex.org/W2100383158","https://openalex.org/W2117486996","https://openalex.org/W2120688086","https://openalex.org/W2124649441","https://openalex.org/W2137991504","https://openalex.org/W2166468869","https://openalex.org/W2168172687","https://openalex.org/W2170672962","https://openalex.org/W2522417827","https://openalex.org/W2615066396","https://openalex.org/W2620998958","https://openalex.org/W2754307534","https://openalex.org/W2900359059","https://openalex.org/W2900674118","https://openalex.org/W2913820882","https://openalex.org/W2943495267","https://openalex.org/W2953008890","https://openalex.org/W3136918052","https://openalex.org/W3137270128","https://openalex.org/W3163965514","https://openalex.org/W3164046276","https://openalex.org/W3177500196","https://openalex.org/W3211795435","https://openalex.org/W4220952154","https://openalex.org/W4236358448","https://openalex.org/W4323438792","https://openalex.org/W4327550249","https://openalex.org/W4360938460","https://openalex.org/W4362471278","https://openalex.org/W4382198799","https://openalex.org/W4387701164","https://openalex.org/W4391075279","https://openalex.org/W4391280974","https://openalex.org/W4391821988","https://openalex.org/W4396721167","https://openalex.org/W4396871936","https://openalex.org/W4400616900","https://openalex.org/W4402816271","https://openalex.org/W6636910233"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"The":[0],"MAEF-GO":[1],"source":[2],"code":[3,14],"can":[4],"be":[5],"found":[6],"at":[7,24],"https://github.com/nebstudio/MAEF-GO,":[8],"an":[9],"archived":[10],"snapshot":[11],"of":[12],"the":[13],"used":[15],"in":[16],"this":[17],"study":[18],"is":[19],"also":[20],"available":[21],"via":[22],"Zenodo":[23],"https://doi.org/10.5281/zenodo.15422392.":[25]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
