{"id":"https://openalex.org/W7125178714","doi":"https://doi.org/10.1186/s12859-025-06352-5","title":"Beyond the clipboard: data collection with GridScore NEXT","display_name":"Beyond the clipboard: data collection with GridScore NEXT","publication_year":2026,"publication_date":"2026-01-21","ids":{"openalex":"https://openalex.org/W7125178714","doi":"https://doi.org/10.1186/s12859-025-06352-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/41566195"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-025-06352-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06352-5","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s12859-025-06352-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030755443","display_name":"Sebastian Raubach","orcid":"https://orcid.org/0000-0001-5659-247X"},"institutions":[{"id":"https://openalex.org/I15477984","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127","country_code":"GB","type":"funder","lineage":["https://openalex.org/I15477984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sebastian Raubach","raw_affiliation_strings":["The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK"],"affiliations":[{"raw_affiliation_string":"The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK","institution_ids":["https://openalex.org/I15477984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123455674","display_name":"Miriam Schreiber","orcid":null},"institutions":[{"id":"https://openalex.org/I15477984","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127","country_code":"GB","type":"funder","lineage":["https://openalex.org/I15477984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miriam Schreiber","raw_affiliation_strings":["The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK"],"affiliations":[{"raw_affiliation_string":"The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK","institution_ids":["https://openalex.org/I15477984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025161286","display_name":"Ruth Hamilton","orcid":null},"institutions":[{"id":"https://openalex.org/I15477984","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127","country_code":"GB","type":"funder","lineage":["https://openalex.org/I15477984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ruth Hamilton","raw_affiliation_strings":["The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK"],"affiliations":[{"raw_affiliation_string":"The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK","institution_ids":["https://openalex.org/I15477984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006048493","display_name":"Gaynor McKenzie","orcid":null},"institutions":[{"id":"https://openalex.org/I15477984","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127","country_code":"GB","type":"funder","lineage":["https://openalex.org/I15477984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gaynor McKenzie","raw_affiliation_strings":["The James Hutton Institute Scientific Services, Invergowrie, Dundee, DD2 5DA, UK","The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK"],"affiliations":[{"raw_affiliation_string":"The James Hutton Institute Scientific Services, Invergowrie, Dundee, DD2 5DA, UK","institution_ids":["https://openalex.org/I15477984"]},{"raw_affiliation_string":"The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK","institution_ids":["https://openalex.org/I15477984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103217020","display_name":"Susan McCallum","orcid":"https://orcid.org/0000-0001-7301-0494"},"institutions":[{"id":"https://openalex.org/I15477984","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127","country_code":"GB","type":"funder","lineage":["https://openalex.org/I15477984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Susan McCallum","raw_affiliation_strings":["The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK"],"affiliations":[{"raw_affiliation_string":"The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK","institution_ids":["https://openalex.org/I15477984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123508032","display_name":"Benjamin Kilian","orcid":null},"institutions":[{"id":"https://openalex.org/I4388891790","display_name":"Global Crop Diversity Trust","ror":"https://ror.org/05a260x64","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4388891790"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Kilian","raw_affiliation_strings":["Global Crop Diversity Trust, Platz der Vereinten Nationen 7, 53113, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Global Crop Diversity Trust, Platz der Vereinten Nationen 7, 53113, Bonn, Germany","institution_ids":["https://openalex.org/I4388891790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071997635","display_name":"Alan Humphries","orcid":"https://orcid.org/0000-0002-8700-4340"},"institutions":[{"id":"https://openalex.org/I2800034446","display_name":"South Australian Research and Development Institute","ror":"https://ror.org/042gmmd19","country_code":"AU","type":"facility","lineage":["https://openalex.org/I2800034446","https://openalex.org/I2800277939","https://openalex.org/I4210107145"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alan Humphries","raw_affiliation_strings":["South Australian Research and Development Institute, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"South Australian Research and Development Institute, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I2800034446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112702929","display_name":"Loi Huu Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Loi Huu Nguyen","raw_affiliation_strings":["FPT PolySchool, FPT University, Can Tho, Vietnam"],"affiliations":[{"raw_affiliation_string":"FPT PolySchool, FPT University, Can Tho, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003872784","display_name":"Tin Huynh Quang","orcid":null},"institutions":[{"id":"https://openalex.org/I177733328","display_name":"Can Tho University","ror":"https://ror.org/0071qz696","country_code":"VN","type":"education","lineage":["https://openalex.org/I177733328"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tin Huynh Quang","raw_affiliation_strings":["Mekong Delta Development Research Institute, Can Tho University, Can Tho, Vietnam"],"affiliations":[{"raw_affiliation_string":"Mekong Delta Development Research Institute, Can Tho University, Can Tho, Vietnam","institution_ids":["https://openalex.org/I177733328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051110407","display_name":"Akanksha Singh","orcid":"https://orcid.org/0000-0001-6480-2641"},"institutions":[{"id":"https://openalex.org/I179420787","display_name":"Indian Council of Agricultural Research","ror":"https://ror.org/04fw54a43","country_code":"IN","type":"government","lineage":["https://openalex.org/I179420787"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akanksha Singh","raw_affiliation_strings":["ICARDA, Pusa, New Delhi, 110012, India"],"affiliations":[{"raw_affiliation_string":"ICARDA, Pusa, New Delhi, 110012, India","institution_ids":["https://openalex.org/I179420787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071034233","display_name":"Shivali Sharma","orcid":"https://orcid.org/0000-0001-5314-484X"},"institutions":[{"id":"https://openalex.org/I4388891790","display_name":"Global Crop Diversity Trust","ror":"https://ror.org/05a260x64","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4388891790"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shivali Sharma","raw_affiliation_strings":["Global Crop Diversity Trust, Platz der Vereinten Nationen 7, 53113, Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Global Crop Diversity Trust, Platz der Vereinten Nationen 7, 53113, Bonn, Germany","institution_ids":["https://openalex.org/I4388891790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032114471","display_name":"Sarah Trinder","orcid":"https://orcid.org/0000-0002-0767-9912"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sarah Trinder","raw_affiliation_strings":["UK Vegetable Genebank, Warwick Crop Centre, School of Life Sciences, University of Warwick, Stratford-upon-Avon, UK"],"affiliations":[{"raw_affiliation_string":"UK Vegetable Genebank, Warwick Crop Centre, School of Life Sciences, University of Warwick, Stratford-upon-Avon, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022188700","display_name":"Manuel Feser","orcid":"https://orcid.org/0000-0001-6546-1818"},"institutions":[{"id":"https://openalex.org/I4210127902","display_name":"Leibniz-Institut f\u00fcr Pflanzengenetik und Kulturpflanzenforschung (IPK)","ror":"https://ror.org/02skbsp27","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210127902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel Feser","raw_affiliation_strings":["Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, 06466, Seeland, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, 06466, Seeland, Germany","institution_ids":["https://openalex.org/I4210127902"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055053037","display_name":"Paul David Shaw","orcid":null},"institutions":[{"id":"https://openalex.org/I15477984","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127","country_code":"GB","type":"funder","lineage":["https://openalex.org/I15477984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul D. Shaw","raw_affiliation_strings":["The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK. paul.shaw@hutton.ac.uk"],"affiliations":[{"raw_affiliation_string":"The James Hutton Institute/International Barley Hub, Invergowrie, Dundee, DD2 5DA, UK. paul.shaw@hutton.ac.uk","institution_ids":["https://openalex.org/I15477984"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5030755443"],"corresponding_institution_ids":["https://openalex.org/I15477984"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"1","first_page":"44","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.2989000082015991,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.2989000082015991,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.1582999974489212,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"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/T11247","display_name":"Plant nutrient uptake and metabolism","score":0.0763000026345253,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.7541000247001648},{"id":"https://openalex.org/keywords/barcode","display_name":"Barcode","score":0.6956999897956848},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6735000014305115},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5105999708175659},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5084999799728394},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47440001368522644},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4740000069141388},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.41260001063346863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7718999981880188},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.7541000247001648},{"id":"https://openalex.org/C2776841711","wikidata":"https://www.wikidata.org/wiki/Q856","display_name":"Barcode","level":2,"score":0.6956999897956848},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6735000014305115},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6291000247001648},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5105999708175659},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5084999799728394},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4740000069141388},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44850000739097595},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.41260001063346863},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.39559999108314514},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.34860000014305115},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.320499986410141},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3142000138759613},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3043999969959259},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2777000069618225},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.26980000734329224},{"id":"https://openalex.org/C2777516300","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data discovery","level":3,"score":0.26910001039505005},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25130000710487366},{"id":"https://openalex.org/C2985331491","wikidata":"https://www.wikidata.org/wiki/Q5227298","display_name":"Data format","level":2,"score":0.2508000135421753}],"mesh":[{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-025-06352-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06352-5","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:41566195","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41566195","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:aaa86441f563496b8d859ba6a864ab57","is_oa":true,"landing_page_url":"https://doaj.org/article/aaa86441f563496b8d859ba6a864ab57","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 27, Iss 1 (2026)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11712557","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12905885","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12905885","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12905885/","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-025-06352-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06352-5","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6500974893569946,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320312695","display_name":"Rural and Environment Science and Analytical Services Division","ror":null},{"id":"https://openalex.org/F4320313466","display_name":"James Hutton Institute","ror":"https://ror.org/03rzp5127"},{"id":"https://openalex.org/F4320330003","display_name":"Crop Trust","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W195889923","https://openalex.org/W1492367679","https://openalex.org/W2009030710","https://openalex.org/W2018749471","https://openalex.org/W2034357419","https://openalex.org/W2049864245","https://openalex.org/W2062340526","https://openalex.org/W2081930221","https://openalex.org/W2141297584","https://openalex.org/W2207685884","https://openalex.org/W2302501749","https://openalex.org/W2557730448","https://openalex.org/W2594216924","https://openalex.org/W2790042388","https://openalex.org/W2808223073","https://openalex.org/W2945510383","https://openalex.org/W3006744014","https://openalex.org/W3011662685","https://openalex.org/W3040201586","https://openalex.org/W3080466714","https://openalex.org/W3163744634","https://openalex.org/W3204267236","https://openalex.org/W4281663499","https://openalex.org/W4384831757","https://openalex.org/W4387564010","https://openalex.org/W4391378531"],"related_works":[],"abstract_inverted_index":{"Key":[0],"improvements":[1],"to":[2,36,105,139],"GridScore":[3,28,81,126,154],"NEXT":[4,29,82,127,155],"include":[5],"enhanced":[6,149],"data":[7,19,47,56,72,150],"collection":[8,175],"tools,":[9],"supporting":[10],"individual":[11],"plant":[12,166],"phenotyping":[13,167],"within":[14],"plots":[15],"and":[16,25,40,63,74,85,112,123,136,152],"enabling":[17,118],"new":[18],"types":[20],"such":[21],"as":[22],"GPS":[23],"coordinates":[24],"image":[26],"traits.":[27],"provides":[30],"customisable":[31],"user":[32],"defined":[33],"validation":[34],"rules":[35],"help":[37],"prevent":[38],"errors":[39],"incorporates":[41],"barcode":[42],"scanning":[43],"for":[44,95,148],"accurate,":[45],"efficient":[46],"capture.":[48],"The":[49],"application":[50],"offers":[51,145],"an":[52,89,131],"increased":[53],"toolbox":[54],"of":[55,107,116,163,176],"visualizations":[57],"over":[58],"its":[59],"predecessor":[60],"including":[61],"heatmaps":[62],"statistical":[64],"box":[65],"plots,":[66],"which":[67],"aid":[68],"in":[69,78,98,121],"identifying":[70],"potential":[71],"issues":[73],"understanding":[75],"trial":[76],"performance":[77],"the":[79,113,174],"field.":[80],"is":[83,128],"cross-platform":[84],"can":[86],"operate":[87],"without":[88],"internet":[90],"connection,":[91],"making":[92],"it":[93],"ideal":[94],"field":[96],"use":[97],"remote":[99],"areas.":[100],"Its":[101],"adoption":[102],"has":[103],"led":[104],"standardisation":[106],"methods,":[108],"significant":[109],"error":[110],"reduction,":[111],"timely":[114],"sharing":[115],"data,":[117],"quicker":[119],"decision-making":[120],"pre-breeding":[122],"characterisation":[124],"experiments.":[125],"available":[129,138],"under":[130],"open-source":[132],"(Apache":[133],"2.0)":[134],"licence":[135],"freely":[137],"all":[140],"with":[141],"no":[142],"restrictions.":[143],"It":[144],"self-hosting":[146],"options":[147],"security":[151],"privacy.":[153],"shows":[156],"broad":[157],"applicability":[158],"across":[159],"a":[160],"diverse":[161],"range":[162],"not":[164],"only":[165],"experiments,":[168],"but":[169],"any":[170],"experiment":[171],"that":[172],"requires":[173],"accurate":[177],"data.":[178]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2026-01-22T00:00:00"}