{"id":"https://openalex.org/W4415642995","doi":"https://doi.org/10.1049/sfw2/5691460","title":"Enhancing Software Engineering With AI: Innovations, Challenges, and Future Directions","display_name":"Enhancing Software Engineering With AI: Innovations, Challenges, and Future Directions","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415642995","doi":"https://doi.org/10.1049/sfw2/5691460"},"language":"en","primary_location":{"id":"doi:10.1049/sfw2/5691460","is_oa":true,"landing_page_url":"https://doi.org/10.1049/sfw2/5691460","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/sfw2/5691460","source":{"id":"https://openalex.org/S164201770","display_name":"IET Software","issn_l":"1751-8806","issn":["1751-8806","1751-8814"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/sfw2/5691460","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Tahir Abbas","orcid":"https://orcid.org/0009-0001-8602-3670"},"institutions":[{"id":"https://openalex.org/I127670440","display_name":"Bahauddin Zakariya University","ror":"https://ror.org/05x817c41","country_code":"PK","type":"education","lineage":["https://openalex.org/I127670440"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Tahir Abbas","raw_affiliation_strings":["Department of Communication and Cyber Security ,  Bahauddin Zakariya University ,  Multan ,  60000 ,  Pakistan , bzu.edu.pk"],"raw_orcid":"https://orcid.org/0009-0001-8602-3670","affiliations":[{"raw_affiliation_string":"Department of Communication and Cyber Security ,  Bahauddin Zakariya University ,  Multan ,  60000 ,  Pakistan , bzu.edu.pk","institution_ids":["https://openalex.org/I127670440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112888724","display_name":"Shujaat Ali Rathore","orcid":null},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shujaat Ali Rathore","raw_affiliation_strings":["Department Computer Science and Information Technology ,  University of Kotli ,  Kotli ,  Azad Jammu and Kashmir ,  Pakistan , uokajk.edu.pk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Computer Science and Information Technology ,  University of Kotli ,  Kotli ,  Azad Jammu and Kashmir ,  Pakistan , uokajk.edu.pk","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120166776","display_name":"Amira Turki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Amira Turki","raw_affiliation_strings":["Business Analytics and Management Information Systems ,  College of Business Administration ,  University of Business and Technology ,  Jeddah ,  Saudi Arabia , ubt.edu.sa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Analytics and Management Information Systems ,  College of Business Administration ,  University of Business and Technology ,  Jeddah ,  Saudi Arabia , ubt.edu.sa","institution_ids":["https://openalex.org/I4210165529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088140645","display_name":"Sunawar Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I121243025","display_name":"International Islamic University, Islamabad","ror":"https://ror.org/047w75g40","country_code":"PK","type":"education","lineage":["https://openalex.org/I121243025"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sunawar Khan","raw_affiliation_strings":["International Islamic University ,  Islamabad ,  44000 ,  Pakistan , iiu.edu.pk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Islamic University ,  Islamabad ,  44000 ,  Pakistan , iiu.edu.pk","institution_ids":["https://openalex.org/I121243025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058186043","display_name":"Omar Alghushairy","orcid":"https://orcid.org/0000-0002-7378-5545"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Omar Alghushairy","raw_affiliation_strings":["Department of Information Systems and Technology ,  College of Computer Science and Engineering ,  University of Jeddah ,  Jeddah ,  Saudi Arabia , uj.edu.sa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Technology ,  College of Computer Science and Engineering ,  University of Jeddah ,  Jeddah ,  Saudi Arabia , uj.edu.sa","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084703478","display_name":"Ali Daud","orcid":"https://orcid.org/0000-0002-8284-6354"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Ali Daud","raw_affiliation_strings":["Faculty of Resilience ,  Rabdan Academy ,  Abu Dhabi ,  UAE"],"raw_orcid":"https://orcid.org/0000-0002-8284-6354","affiliations":[{"raw_affiliation_string":"Faculty of Resilience ,  Rabdan Academy ,  Abu Dhabi ,  UAE","institution_ids":["https://openalex.org/I117222138"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084703478"],"corresponding_institution_ids":["https://openalex.org/I117222138","https://openalex.org/I127670440"],"apc_list":{"value":2000,"currency":"EUR","value_usd":2200},"apc_paid":{"value":2000,"currency":"EUR","value_usd":2200},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41298328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.3433000147342682,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.3433000147342682,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.16200000047683716,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.05460000038146973,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6554999947547913},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4505999982357025},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4108000099658966},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3589000105857849},{"id":"https://openalex.org/keywords/requirements-engineering","display_name":"Requirements engineering","score":0.33869999647140503},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.33309999108314514},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.3294999897480011},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.3231000006198883},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.31940001249313354}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6554999947547913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5163000226020813},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4569000005722046},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4505999982357025},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4415999948978424},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3589000105857849},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35760000348091125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3490999937057495},{"id":"https://openalex.org/C6604083","wikidata":"https://www.wikidata.org/wiki/Q376937","display_name":"Requirements engineering","level":3,"score":0.33869999647140503},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.31940001249313354},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.3095000088214874},{"id":"https://openalex.org/C509989072","wikidata":"https://www.wikidata.org/wiki/Q15188241","display_name":"Model-driven architecture","level":4,"score":0.30079999566078186},{"id":"https://openalex.org/C54534927","wikidata":"https://www.wikidata.org/wiki/Q4462275","display_name":"Software requirements","level":5,"score":0.298799991607666},{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.2922999858856201},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.29190000891685486},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2768999934196472},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C40919944","wikidata":"https://www.wikidata.org/wiki/Q947779","display_name":"Software project management","level":5,"score":0.26339998841285706},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.2526000142097473},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1049/sfw2/5691460","is_oa":true,"landing_page_url":"https://doi.org/10.1049/sfw2/5691460","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/sfw2/5691460","source":{"id":"https://openalex.org/S164201770","display_name":"IET Software","issn_l":"1751-8806","issn":["1751-8806","1751-8814"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Software","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d5007aba9d494ebcaaadb27f1eb68caf","is_oa":true,"landing_page_url":"https://doaj.org/article/d5007aba9d494ebcaaadb27f1eb68caf","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":"IET Software, Vol 2025 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1049/sfw2/5691460","is_oa":true,"landing_page_url":"https://doi.org/10.1049/sfw2/5691460","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/sfw2/5691460","source":{"id":"https://openalex.org/S164201770","display_name":"IET Software","issn_l":"1751-8806","issn":["1751-8806","1751-8814"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Software","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415642995.pdf","grobid_xml":"https://content.openalex.org/works/W4415642995.grobid-xml"},"referenced_works_count":94,"referenced_works":["https://openalex.org/W1758610246","https://openalex.org/W2017716425","https://openalex.org/W2110390205","https://openalex.org/W2230508580","https://openalex.org/W2555855703","https://openalex.org/W2811155182","https://openalex.org/W2894233625","https://openalex.org/W2895881347","https://openalex.org/W2904361907","https://openalex.org/W2906484232","https://openalex.org/W2995563835","https://openalex.org/W3010946587","https://openalex.org/W3020617474","https://openalex.org/W3084074548","https://openalex.org/W3092609815","https://openalex.org/W3093046707","https://openalex.org/W3093821457","https://openalex.org/W3096780012","https://openalex.org/W3163273505","https://openalex.org/W3180721273","https://openalex.org/W3184003041","https://openalex.org/W3195438473","https://openalex.org/W3209132992","https://openalex.org/W3211639647","https://openalex.org/W4205995027","https://openalex.org/W4206238894","https://openalex.org/W4213418104","https://openalex.org/W4220693086","https://openalex.org/W4221057950","https://openalex.org/W4235866611","https://openalex.org/W4255458372","https://openalex.org/W4280628993","https://openalex.org/W4281392441","https://openalex.org/W4294975778","https://openalex.org/W4296079469","https://openalex.org/W4297102741","https://openalex.org/W4304098281","https://openalex.org/W4313313326","https://openalex.org/W4316126954","https://openalex.org/W4321506460","https://openalex.org/W4322709983","https://openalex.org/W4322710508","https://openalex.org/W4323546023","https://openalex.org/W4323654801","https://openalex.org/W4366091323","https://openalex.org/W4380887019","https://openalex.org/W4384302557","https://openalex.org/W4384807453","https://openalex.org/W4384934594","https://openalex.org/W4385188297","https://openalex.org/W4386142022","https://openalex.org/W4386776484","https://openalex.org/W4387368643","https://openalex.org/W4388636571","https://openalex.org/W4388894626","https://openalex.org/W4389956400","https://openalex.org/W4391129710","https://openalex.org/W4391445854","https://openalex.org/W4392165770","https://openalex.org/W4392303127","https://openalex.org/W4392565699","https://openalex.org/W4392691213","https://openalex.org/W4393165528","https://openalex.org/W4393196969","https://openalex.org/W4395659501","https://openalex.org/W4395663988","https://openalex.org/W4396607462","https://openalex.org/W4397001266","https://openalex.org/W4399800820","https://openalex.org/W4400135851","https://openalex.org/W4400400027","https://openalex.org/W4400484585","https://openalex.org/W4400985388","https://openalex.org/W4401635770","https://openalex.org/W4401806686","https://openalex.org/W4401829832","https://openalex.org/W4402461412","https://openalex.org/W4402808836","https://openalex.org/W4403000667","https://openalex.org/W4403123350","https://openalex.org/W4403250155","https://openalex.org/W4403600269","https://openalex.org/W4403737618","https://openalex.org/W4403854108","https://openalex.org/W4404258018","https://openalex.org/W4404763488","https://openalex.org/W4405778822","https://openalex.org/W4405827891","https://openalex.org/W4406085118","https://openalex.org/W4406398657","https://openalex.org/W4406911631","https://openalex.org/W4407243994","https://openalex.org/W4410635218","https://openalex.org/W4411097632"],"related_works":[],"abstract_inverted_index":{"Software":[0],"engineering,":[1],"along":[2],"with":[3,158,228],"the":[4,33,49,93,115,137,143,174,191,267],"incorporation":[5],"of":[6,32,61,95,114,177,222],"Artificial":[7],"Intelligence":[8],"(AI),":[9],"has":[10,19],"emerged":[11],"as":[12,257],"a":[13,204,220,248,258],"new":[14,155],"technological":[15],"vantage":[16],"point":[17],"that":[18,233],"permanently":[20],"changed":[21],"classical":[22],"development":[23,97],"practices":[24],"and":[25,30,74,76,89,91,104,110,135,173,203,219,236,263],"processes":[26],"for":[27,86,150,206,260],"any":[28],"phase":[29],"aspect":[31],"software":[34,96,138,245],"lifecycle.":[35],"In":[36,182],"particular,":[37],"this":[38],"systematic":[39],"literature":[40],"review,":[41],"which":[42],"includes":[43],"135":[44],"peer\u2010reviewed":[45],"papers":[46],"extracted":[47],"from":[48],"years":[50],"2010":[51],"to":[52,129,147,161,184,224,241],"2025,":[53],"follows":[54],"PRISMA":[55],"guidelines.":[56],"It":[57,140],"examines":[58],"modern":[59],"instances":[60],"AI\u2010based":[62],"requirements":[63,240],"analysis,":[64],"automated":[65],"code":[66],"transformation,":[67],"predictive":[68],"system":[69],"modeling,":[70],"proactive":[71],"fault":[72],"monitoring":[73],"detection,":[75],"advanced":[77],"project":[78],"guidance":[79,164],"systems.":[80],"Technologies":[81],"can":[82,170,179,254],"be":[83,171,180,255],"powerful":[84],"tools":[85],"increasing":[87],"productivity":[88],"effectiveness":[90],"strengthening":[92],"quality":[94],"while":[98],"making":[99],"technology":[100,226],"more":[101],"complex\u2014technologically,":[102],"organizationally,":[103],"ethically.":[105],"The":[106,152,230],"generalization,":[107],"explainability,":[108],"privacy":[109],"algorithmic":[111],"bias":[112],"challenges":[113,169],"model":[116],"are":[117,239],"discussed":[118],"in":[119,212,247,265],"detail.":[120],"This":[121,252],"paper":[122,231],"shows":[123],"how":[124,166],"AI":[125,178,210,243],"is":[126],"helping":[127],"companies":[128],"predict":[130],"defects,":[131],"automatically":[132],"identify":[133],"errors":[134],"optimize":[136],"development.":[139],"also":[141],"highlights":[142,232],"significant":[144],"adoption":[145],"barriers":[146],"these":[148,167],"technologies":[149],"organizations.":[151],"review":[153,196,253],"combines":[154],"industry":[156],"research":[157],"existing":[159,185],"practice":[160],"offer":[162],"practical":[163],"on":[165,188],"implementation":[168],"overcome":[172],"ethical":[175,201,217,237],"use":[176],"promoted.":[181],"contrast":[183],"reviews":[186],"concentrating":[187],"isolated":[189],"stages,":[190],"study":[192],"offers":[193],"an":[194],"integrated":[195],"through":[197],"life":[198],"phases,":[199],"distinctive":[200],"frameworks":[202],"roadmap":[205],"adoption.":[207],"Takeaway:":[208],"Sustainable":[209],"deployment":[211],"SE":[213],"needs":[214],"interdisciplinary":[215,234],"collaboration,":[216],"oversight,":[218],"mixture":[221],"guidelines":[223],"balance":[225],"efficiency":[227],"responsibility.":[229],"cooperation":[235],"framings":[238],"integrate":[242],"into":[244],"engineering":[246],"sustainable,":[249],"straightforward":[250],"way.":[251],"utilized":[256],"guide":[259],"authors,":[261],"scientists/practitioners,":[262],"policymakers":[264],"articulating":[266],"intellectual\u2010practical":[268],"gap.":[269]},"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-29T00:00:00"}
