{"id":"https://openalex.org/W4414457944","doi":"https://doi.org/10.1093/bioinformatics/btaf543","title":"aMLProt: an automated machine learning library for protein applications","display_name":"aMLProt: an automated machine learning library for protein applications","publication_year":2025,"publication_date":"2025-09-23","ids":{"openalex":"https://openalex.org/W4414457944","doi":"https://doi.org/10.1093/bioinformatics/btaf543","pmid":"https://pubmed.ncbi.nlm.nih.gov/40991316"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btaf543","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf543","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf543/64373682/btaf543.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/btaf543/64373682/btaf543.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012290491","display_name":"Ruite Xiang","orcid":"https://orcid.org/0000-0002-3541-599X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ruite Xiang","raw_affiliation_strings":["Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","Facultat de Farm\u00e0cia i Ci\u00e8ncies de l\u2018Alimentaci\u00f3, Universitat de Barcelona , Barcelona 08028,","Universitat de Barcelona Facultat de Farm\u00e0cia i Ci\u00e8ncies de l'Alimentaci\u00f3, Universitat de Barcelona, Avda. Diagonal 643, 08028 Barcelona, ,","Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Facultat de Farm\u00e0cia i Ci\u00e8ncies de l\u2018Alimentaci\u00f3, Universitat de Barcelona , Barcelona 08028,","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Universitat de Barcelona Facultat de Farm\u00e0cia i Ci\u00e8ncies de l'Alimentaci\u00f3, Universitat de Barcelona, Avda. Diagonal 643, 08028 Barcelona, ,","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119712811","display_name":"Christian Dom\u00ednguez-Dalmases","orcid":null},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Christian Dom\u00ednguez-Dalmases","raw_affiliation_strings":["Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023674669","display_name":"Albert Ca\u00f1ellas-Sol\u00e9","orcid":"https://orcid.org/0000-0001-8120-888X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Albert Ca\u00f1ellas-Sol\u00e9","raw_affiliation_strings":["Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","Facultat de Farm\u00e0cia i Ci\u00e8ncies de l\u2018Alimentaci\u00f3, Universitat de Barcelona , Barcelona 08028,","Universitat de Barcelona Facultat de Farm\u00e0cia i Ci\u00e8ncies de l'Alimentaci\u00f3, Universitat de Barcelona, Avda. Diagonal 643, 08028 Barcelona, ,","Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Facultat de Farm\u00e0cia i Ci\u00e8ncies de l\u2018Alimentaci\u00f3, Universitat de Barcelona , Barcelona 08028,","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Universitat de Barcelona Facultat de Farm\u00e0cia i Ci\u00e8ncies de l'Alimentaci\u00f3, Universitat de Barcelona, Avda. Diagonal 643, 08028 Barcelona, ,","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060698638","display_name":"V\u0131\u0301ctor Guallar","orcid":"https://orcid.org/0000-0002-4580-1114"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victor Guallar","raw_affiliation_strings":["Catalan Institution for Research and Advanced Studies (ICREA) , Barcelona 08010,","Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain","Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Catalan Institution for Research and Advanced Studies (ICREA) , Barcelona 08010,","institution_ids":["https://openalex.org/I11932220"]},{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC) , Barcelona 08034,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Department of Life Sciences, Barcelona Supercomputing Center (BSC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain","institution_ids":["https://openalex.org/I11932220"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012290491"],"corresponding_institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I71999127","https://openalex.org/I9617848"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23370373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.9240000247955322},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4357999861240387},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.3028999865055084},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.2678000032901764},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.25609999895095825}],"concepts":[{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.9240000247955322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001000285148621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5299999713897705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43849998712539673},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4357999861240387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32910001277923584},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.24289999902248383}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"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}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btaf543","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf543","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf543/64373682/btaf543.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:40991316","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40991316","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:europepmc.org:11342693","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12534902","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btaf543","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf543","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf543/64373682/btaf543.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":[],"awards":[{"id":"https://openalex.org/G1650125035","display_name":null,"funder_award_id":"B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G2886914622","display_name":null,"funder_award_id":"101000607","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3429648993","display_name":null,"funder_award_id":"PID202","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8920660035","display_name":null,"funder_award_id":"PID2022","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326262","display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a","ror":"https://ror.org/03sv46s19"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414457944.pdf","grobid_xml":"https://content.openalex.org/works/W4414457944.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2044444984","https://openalex.org/W2116459264","https://openalex.org/W2133312664","https://openalex.org/W2295598076","https://openalex.org/W2303521084","https://openalex.org/W2612935389","https://openalex.org/W2793168264","https://openalex.org/W2950954328","https://openalex.org/W2975578922","https://openalex.org/W2979826702","https://openalex.org/W2981679558","https://openalex.org/W3168867926","https://openalex.org/W4205192056","https://openalex.org/W4205699531","https://openalex.org/W4281719345","https://openalex.org/W4286850905","https://openalex.org/W4302308043","https://openalex.org/W4307122022","https://openalex.org/W4312075150","https://openalex.org/W4327550249","https://openalex.org/W4366823175","https://openalex.org/W4381547856","https://openalex.org/W4391871574","https://openalex.org/W4392168327","https://openalex.org/W4393055192","https://openalex.org/W4398182689","https://openalex.org/W4401938384","https://openalex.org/W4404396464","https://openalex.org/W4405561715","https://openalex.org/W4408601309"],"related_works":[],"abstract_inverted_index":{"aMLProt":[0,8,32],"is":[1,10],"available":[2,11,57],"on":[3],"https://github.com/etiur/aMLProt.git":[4],"and":[5,19,44,48],"https://doi.org/10.5281/zenodo.14971157;":[6],"The":[7,46],"plugin":[9],"via":[12],"the":[13,42,51],"official":[14],"Horus":[15,20],"Plugin":[16],"Repository":[17],"https://horus.bsc.es/repo/plugins/amlprot,":[18],"itself":[21],"can":[22,33],"be":[23,34],"freely":[24],"downloaded":[25],"from":[26,50],"https://horus.bsc.es.":[27],"Moreover,":[28],"a":[29],"demo":[30],"of":[31],"found,":[35],"without":[36],"previous":[37],"registration":[38],"or":[39],"download,":[40],"at":[41],"horus.bsc.es/amlprot":[43],"horus.bsc.es/amlprot-suggest.":[45],"results":[47],"data":[49],"pH":[52],"optima":[53],"regression":[54],"model":[55],"are":[56],"at:":[58],"https://zenodo.org/records/15394097.":[59]},"counts_by_year":[],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
