{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T06:56:57Z","timestamp":1769756217779,"version":"3.49.0"},"reference-count":61,"publisher":"Springer Science and Business Media LLC","issue":"17","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1007\/s11227-023-05419-5","type":"journal-article","created":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T08:02:33Z","timestamp":1685606553000},"page":"19607-19635","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Dependability evaluation and sensitivity analysis of data center cooling systems"],"prefix":"10.1007","volume":"79","author":[{"given":"Lubnnia","family":"Souza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K\u00e1dna","family":"Camboim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean","family":"Araujo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernanda","family":"Alencar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paulo","family":"Maciel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joao","family":"Ferreira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,6,1]]},"reference":[{"key":"5419_CR1","doi-asserted-by":"publisher","first-page":"1090","DOI":"10.1016\/j.egyr.2020.11.072","volume":"6","author":"B Han","year":"2020","unstructured":"Han B, Li W, Li M, Liu L, Song J (2020) Study on libr\/h2o absorption cooling system based on enhanced geothermal system for data center. Energy Rep 6:1090\u20131098","journal-title":"Energy Rep"},{"issue":"12","key":"5419_CR2","doi-asserted-by":"publisher","first-page":"1137","DOI":"10.1007\/s00607-013-0328-y","volume":"95","author":"G Callou","year":"2013","unstructured":"Callou G, Maciel P, Tutsch D, Ferreira J, Ara\u00fajo J, Souza R (2013) Estimating sustainability impact of high dependable data centers: a comparative study between Brazilian and US energy mixes. Computing 95(12):1137\u20131170","journal-title":"Computing"},{"key":"5419_CR3","unstructured":"Institute U (2021) Sistema Tier Classification. Dispon\u00edvel em. https:\/\/pt.uptimeinstitute.com\/tiers. Accessed on Dec 2021"},{"key":"5419_CR4","doi-asserted-by":"crossref","unstructured":"Camboim K, Ferreira J, Melo C, Araujo J, Alencar F, Maciel P (2021) Dependability and sustainability evaluation of data center electrical architectures. In: 2021 IEEE International Systems Conference (SysCon). IEEE, pp 1\u20138","DOI":"10.1109\/SysCon48628.2021.9447132"},{"key":"5419_CR5","volume-title":"Data centers-desvendando cada passo: conceitos, projeto, infraestrutura f\u00edsica e efici\u00eancia energ\u00e9tica","author":"PS Marin","year":"2011","unstructured":"Marin PS (2011) Data centers-desvendando cada passo: conceitos, projeto, infraestrutura f\u00edsica e efici\u00eancia energ\u00e9tica. \u00c9rica, S\u00e3o Paulo"},{"key":"5419_CR6","doi-asserted-by":"crossref","unstructured":"Camboim K, Souza E, Guimar\u00e3es A, Araujo J, Maciel P (2021) Reliability-and-availability sensitivity analysis on convergent network infrastructures: methodology and case study. In: 2021 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE, pp 1\u20138","DOI":"10.1109\/SMC52423.2021.9658896"},{"key":"5419_CR7","doi-asserted-by":"crossref","unstructured":"Ding T, Chen X, Cao H, He Z, Wang J, Li Z (2021) Principles of loop thermosyphon and its application in data center cooling systems: a review. Renew Sustain Energy Rev 150:111389","DOI":"10.1016\/j.rser.2021.111389"},{"issue":"1","key":"5419_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s13677-017-0094-z","volume":"6","author":"L Fu","year":"2017","unstructured":"Fu L, Wan J, Yang J, Cao D, Zhang G (2017) Dynamic thermal and it resource management strategies for data center energy minimization. J Cloud Comput 6(1):1\u201316","journal-title":"J Cloud Comput"},{"key":"5419_CR9","doi-asserted-by":"crossref","unstructured":"Chen H, Peng Y-h, Wang Y-l (2019) Thermodynamic analysis of hybrid cooling system integrated with waste heat reusing and peak load shifting for data center. Energy Convers Manag 183:427\u2013439","DOI":"10.1016\/j.enconman.2018.12.117"},{"key":"5419_CR10","doi-asserted-by":"publisher","first-page":"1224","DOI":"10.1016\/j.applthermaleng.2016.10.093","volume":"114","author":"HM Daraghmeh","year":"2017","unstructured":"Daraghmeh HM, Wang C-C (2017) A review of current status of free cooling in datacenters. Appl Therm Eng 114:1224\u20131239","journal-title":"Appl Therm Eng"},{"issue":"5","key":"5419_CR11","first-page":"170","volume":"4","author":"A Mujawar","year":"2018","unstructured":"Mujawar A, Kumar S, Krishnan SS, Sawant A (2018) Iot: Green data center strategies. Int J Future Revolut Comput Sci Commun Eng 4(5):170\u2013174","journal-title":"Int J Future Revolut Comput Sci Commun Eng"},{"key":"5419_CR12","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1016\/j.apenergy.2017.08.037","volume":"205","author":"AH Khalaj","year":"2017","unstructured":"Khalaj AH, Halgamuge SK (2017) A review on efficient thermal management of air-and liquid-cooled data centers: from chip to the cooling system. Appl Energy 205:1165\u20131188","journal-title":"Appl Energy"},{"issue":"3","key":"5419_CR13","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1016\/j.gloei.2020.07.008","volume":"3","author":"Y Liu","year":"2020","unstructured":"Liu Y, Wei X, Xiao J, Liu Z, Xu Y, Tian Y (2020) Energy consumption and emission mitigation prediction based on data center traffic and pue for global data centers. Glob Energy Interconnect 3(3):272\u2013282","journal-title":"Glob Energy Interconnect"},{"key":"5419_CR14","doi-asserted-by":"publisher","first-page":"2047","DOI":"10.1016\/j.egypro.2017.03.581","volume":"105","author":"X Zhang","year":"2017","unstructured":"Zhang X, Lindberg T, Xiong N, Vyatkin V, Mousavi A (2017) Cooling energy consumption investigation of data center it room with vertical placed server. Energy Procedia 105:2047\u20132052","journal-title":"Energy Procedia"},{"key":"5419_CR15","doi-asserted-by":"crossref","unstructured":"Souza L, Camboim K, Alencar F (2022) A systematic literature review about integrating dependability attributes, performability and sustainability in the implantation of cooling subsystems in data center. J Supercomput 1\u201337","DOI":"10.1007\/s11227-022-04515-2"},{"key":"5419_CR16","first-page":"14","volume":"19","author":"C Nadjahi","year":"2018","unstructured":"Nadjahi C, Louahlia H, Lemasson S (2018) A review of thermal management and innovative cooling strategies for data center. Sustain Comput Inf Syst 19:14\u201328","journal-title":"Sustain Comput Inf Syst"},{"key":"5419_CR17","unstructured":"Rathnam L (2022) CRAC and CRAH: a complete guide to cooling your data centers and computer rooms. https:\/\/techgenix.com\/cooling-data-center-crac-crah\/. Accessed July 2022"},{"key":"5419_CR18","unstructured":"Cronin D (2022) How To Choose Between CRAHs and CRACs. https:\/\/www.missioncriticalmagazine.com\/articles\/93650-how-to-choose-between-crahs-and-cracs. Accessed July 2022"},{"key":"5419_CR19","unstructured":"Jose L (2019) Data center cooling infrastructure. https:\/\/dc.mynetworkinsights.com\/data-center-cooling-infrastructure\/. Accessed July 2022"},{"key":"5419_CR20","doi-asserted-by":"crossref","unstructured":"Gomes DM, Endo PT, Gon\u00e7alves G, Rosendo D, Santos GL, Kelner J, Sadok D, Mahloo M (2017) Evaluating the cooling subsystem availability on a cloud data center. In: 2017 IEEE Symposium on Computers and Communications (ISCC). IEEE, pp 736\u2013741","DOI":"10.1109\/ISCC.2017.8024615"},{"key":"5419_CR21","unstructured":"Lata M, Kumar V (2016) Innovative cooling strategies for cloud computing data centers. IUP J Inf Technol 12(1)"},{"key":"5419_CR22","unstructured":"Carmo G (2021) Data Center #03 Refrigera\u00e7\u00c3O Chiller A \u00c1GUA CICLO B\u00c1SICO DA REFRIGERA\u00c7\u00c3O. https:\/\/www.youtube.com\/watch?v=71byYXQGNp4 &t=706s. Accessed July 2022"},{"key":"5419_CR23","unstructured":"Chu J, Huang X (2021) Research status and development trends of evaporative cooling air-conditioning technology in data centers. Energy Built Environ"},{"key":"5419_CR24","doi-asserted-by":"crossref","unstructured":"Hale P, Arno RG (2000) Survey of reliability and availability information for power distribution, power generation, and HVAC components for commercial, industrial, and utility installations. In: 2000 IEEE Industrial and Commercial Power Systems Technical Conference. Conference Record (Cat. No. 00CH37053). IEEE, pp 31\u201354","DOI":"10.1109\/ICPS.2000.854354"},{"key":"5419_CR25","unstructured":"Johnston C, Partners L (2021) Excool zero engineering review. Report, Cundall"},{"key":"5419_CR26","volume-title":"Optimal reliability modeling: principles and applications","author":"W Kuo","year":"2003","unstructured":"Kuo W, Zuo MJ (2003) Optimal reliability modeling: principles and applications. Wiley, Hoboken"},{"key":"5419_CR27","volume-title":"Dependability: basic concepts and terminology","year":"1992","unstructured":"Laprie JCC, Avizienis A, Kopetz H (eds) (1992) Dependability: basic concepts and terminology. Springer, Secaucus"},{"issue":"1","key":"5419_CR28","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1109\/TDSC.2004.2","volume":"1","author":"A Avizienis","year":"2004","unstructured":"Avizienis A, Laprie JC, Randell B, Landwehr C (2004) Basic concepts and taxonomy of dependable and secure computing. IEEE Trans Dependable Secure Comput 1(1):11\u201333. https:\/\/doi.org\/10.1109\/TDSC.2004.2","journal-title":"IEEE Trans Dependable Secure Comput"},{"key":"5419_CR29","volume-title":"Fault-tolerant computer system design","author":"DK Pradhan","year":"1996","unstructured":"Pradhan DK (1996) Fault-tolerant computer system design. Prentice-Hall Inc., Hoboken"},{"key":"5419_CR30","doi-asserted-by":"crossref","unstructured":"Maciel PRM, Trivedi KS, Matias R, Kim DS (2011) Dependability modeling. Performance and dependability in service computing: concepts, techniques and research directions, pp 53\u201397. Information Science Reference - Imprint of: IGI Publishing, Hershey, PA","DOI":"10.4018\/978-1-60960-794-4.ch003"},{"key":"5419_CR31","volume-title":"An introduction to reliability and maintainability engineering","author":"CE Ebeling","year":"1997","unstructured":"Ebeling CE (1997) An introduction to reliability and maintainability engineering. McGrow-Hill Book Co, Singapura"},{"key":"5419_CR32","unstructured":"Matos\u00a0J\u00fanior, RDS (2016) Identification of availability and performance bottlenecks in cloud computing systems: an approach based on hierarchical models and sensitivity analysis"},{"issue":"11","key":"5419_CR33","doi-asserted-by":"publisher","first-page":"2547","DOI":"10.3390\/s17112547","volume":"17","author":"A D\u00e2maso","year":"2017","unstructured":"D\u00e2maso A, Rosa N, Maciel P (2017) Integrated evaluation of reliability and power consumption of wireless sensor networks. Sensors 17(11):2547","journal-title":"Sensors"},{"issue":"2","key":"5419_CR34","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/BF00547132","volume":"32","author":"DM Hamby","year":"1994","unstructured":"Hamby DM (1994) A review of techniques for parameter sensitivity analysis of environmental models. Environ Monit Assess 32(2):135\u2013154","journal-title":"Environ Monit Assess"},{"issue":"6","key":"5419_CR35","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1109\/TSMC.1980.4308508","volume":"10","author":"PM Frank","year":"1980","unstructured":"Frank PM, Eslami M (1980) Introduction to system sensitivity theory. IEEE Trans Syst Man Cybern 10(6):337\u2013338","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"5419_CR36","unstructured":"Dantas RCDSP (2019) Modelos de desempenho, confiabilidade e disponibilidade para o planejamento de sistemas de transporte p\u00fablico"},{"key":"5419_CR37","unstructured":"Melo RMD (2017) An\u00e1lise de sensibilidade aplicada \u00e0 identifica\u00e7\u00e3o de pontos que requerem melhoria na disponibilidade em infraestrura de cloud"},{"key":"5419_CR38","volume-title":"The art of computer systems performance analysis: techniques for experimental design, measurement, simulation, and modeling","author":"R Jain","year":"1991","unstructured":"Jain R (1991) The art of computer systems performance analysis: techniques for experimental design, measurement, simulation, and modeling. Wiley, Hoboken"},{"key":"5419_CR39","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-804317-2.00031-X","volume-title":"Introductory statistics","author":"SM Ross","year":"2017","unstructured":"Ross SM (2017) Introductory statistics. Academic Press, Boston"},{"issue":"4","key":"5419_CR40","doi-asserted-by":"publisher","first-page":"994","DOI":"10.1109\/TR.2012.2220711","volume":"61","author":"RDS Matos","year":"2012","unstructured":"Matos RDS, Maciel PR, Machida F, Kim DS, Trivedi KS (2012) Sensitivity analysis of server virtualized system availability. IEEE Trans Reliab 61(4):994\u20131006","journal-title":"IEEE Trans Reliab"},{"key":"5419_CR41","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.simpat.2014.04.003","volume":"50","author":"R Matos","year":"2015","unstructured":"Matos R, Araujo J, Oliveira D, Maciel P, Trivedi K (2015) Sensitivity analysis of a hierarchical model of mobile cloud computing. Simul Model Pract Theory 50:151\u2013164","journal-title":"Simul Model Pract Theory"},{"key":"5419_CR42","doi-asserted-by":"crossref","unstructured":"Maciel P, Matos R, Silva B, Figueiredo J, Oliveira D, F\u00e9 I, Maciel R, Dantas J (2017) Mercury: performance and dependability evaluation of systems with exponential, expolynomial, and general distributions. In: 2017 IEEE 22nd Pacific Rim International Symposium on Dependable Computing (PRDC). IEEE, pp 50\u201357","DOI":"10.1109\/PRDC.2017.16"},{"key":"5419_CR43","doi-asserted-by":"crossref","unstructured":"Camboim K, Araujo J, Melo C, Alencar F, Maciel P (2021) Dependability and sensitivity analysis in dense data center networks. In: 2021 16th Iberian Conference on Information Systems and Technologies (CISTI). IEEE, pp 1\u20136","DOI":"10.23919\/CISTI52073.2021.9476627"},{"key":"5419_CR44","doi-asserted-by":"crossref","unstructured":"Camboim K, Ferreira J, Araujo J, Alencar F (2020) Sustainability analysis in data center dense architectures. In: 2020 IEEE 9th International Conference on Cloud Networking (CloudNet). IEEE, pp 1\u20136","DOI":"10.1109\/CloudNet51028.2020.9335791"},{"key":"5419_CR45","unstructured":"MoDCS (2023) MoDCS Research Group. Dispon\u00edvel em. https:\/\/www.modcs.org\/. Accessed Feb 2023"},{"key":"5419_CR46","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1016\/j.buildenv.2018.11.026","volume":"148","author":"J Wang","year":"2019","unstructured":"Wang J, Zhang Q, Yoon S, Yu Y (2019) Impact of uncertainties on the supervisory control performance of a hybrid cooling system in data center. Build Environ 148:361\u2013371","journal-title":"Build Environ"},{"key":"5419_CR47","doi-asserted-by":"crossref","unstructured":"Junior RM, Guimaraes A, Camboim K, Maciel P, Trivedi K (2011) Sensitivity analysis of availability of redundancy in computer networks. In: The Fourth International Conference on Communication Theory, Reliability, and Quality of Service, Budapest, Hungary. Citeseer","DOI":"10.1109\/ICCSN.2011.6014028"},{"issue":"4","key":"5419_CR48","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1504\/IJCAT.2020.107426","volume":"62","author":"D Gomes","year":"2020","unstructured":"Gomes D, Leoni G, Sadok D, Gon\u00e7alves G, Endo P, Maciel P (2020) Temperature variation impact on estimating costs and most critical components in a cloud data centre. Int J Comput Appl Technol 62(4):361\u2013374","journal-title":"Int J Comput Appl Technol"},{"key":"5419_CR49","doi-asserted-by":"publisher","unstructured":"Lushpa I, Novikov K, Polesskiy S (2019) The reliability characteristics of the data processing centers cooling systems. In: 2019 International Seminar on Electron Devices Design and Production (SED), pp 1\u20134. https:\/\/doi.org\/10.1109\/SED.2019.8798415","DOI":"10.1109\/SED.2019.8798415"},{"key":"5419_CR50","doi-asserted-by":"publisher","DOI":"10.3390\/en11061519","author":"J Jiang","year":"2018","unstructured":"Jiang J, Wei X, Gao W, Kuroki S, Liu Z (2018) Reliability and maintenance prioritization analysis of combined cooling, heating and power systems. Energies. https:\/\/doi.org\/10.3390\/en11061519","journal-title":"Energies"},{"issue":"2.12","key":"5419_CR51","doi-asserted-by":"publisher","first-page":"248","DOI":"10.14419\/ijet.v7i2.12.11291","volume":"7","author":"V Kumar","year":"2018","unstructured":"Kumar V, Gupta S, Tripathi AK (2018) Early quantification of reliability for a safety critical and control system: a case study of reactor core cooling system. Int J Eng Technol 7(2.12):248\u2013252","journal-title":"Int J Eng Technol"},{"issue":"5","key":"5419_CR52","doi-asserted-by":"publisher","first-page":"1799","DOI":"10.1016\/j.nucengdes.2011.01.040","volume":"241","author":"A Veeramany","year":"2011","unstructured":"Veeramany A, Pandey MD (2011) Reliability analysis of nuclear component cooling water system using semi-Markov process model. Nucl Eng Des 241(5):1799\u20131806","journal-title":"Nucl Eng Des"},{"key":"5419_CR53","doi-asserted-by":"crossref","unstructured":"Callou G, Andrade E, Ferreira J (2019) Modeling and analyzing availability, cost and sustainability of it data center systems. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE, pp 2127\u20132132","DOI":"10.1109\/SMC.2019.8914171"},{"key":"5419_CR54","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1016\/j.buildenv.2018.11.021","volume":"148","author":"J Wang","year":"2019","unstructured":"Wang J, Zhang Q, Yoon S, Yu Y (2019) Reliability and availability analysis of a hybrid cooling system with water-side economizer in data center. Build Environ 148:405\u2013416","journal-title":"Build Environ"},{"key":"5419_CR55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-46578-3_44","volume-title":"Availability analysis for a data center cooling system with (n, k)-way CRACs","author":"S Koo","year":"2015","unstructured":"Koo S, Chung T-S, Kim S (2015) Availability analysis for a data center cooling system with (n, k)-way CRACs. Springer, Berlin"},{"key":"5419_CR56","doi-asserted-by":"publisher","first-page":"106573","DOI":"10.1016\/j.ress.2019.106573","volume":"191","author":"H Cheung","year":"2019","unstructured":"Cheung H, Wang S (2019) Reliability and availability assessment and enhancement of water-cooled multi-chiller cooling systems for data centers. Reliab Eng Syst Saf 191:106573","journal-title":"Reliab Eng Syst Saf"},{"key":"5419_CR57","doi-asserted-by":"publisher","first-page":"48867","DOI":"10.1109\/ACCESS.2018.2866840","volume":"6","author":"J Wan","year":"2018","unstructured":"Wan J, Gui X, Kasahara S, Zhang Y, Zhang R (2018) Air flow measurement and management for improving cooling and energy efficiency in raised-floor data centers: a survey. IEEE Access 6:48867\u201348901","journal-title":"IEEE Access"},{"issue":"1","key":"5419_CR58","doi-asserted-by":"publisher","first-page":"238","DOI":"10.3390\/en7010238","volume":"7","author":"G Callou","year":"2014","unstructured":"Callou G, Ferreira J, Maciel P, Tutsch D, Souza R (2014) An integrated modeling approach to evaluate and optimize data center sustainability, dependability and cost. Energies 7(1):238\u2013277","journal-title":"Energies"},{"issue":"1","key":"5419_CR59","first-page":"1","volume":"3","author":"B Silva","year":"2013","unstructured":"Silva B, Callou G, Tavares E, Maciel P, Figueiredo J, Sousa E, Araujo C, Magnani F, Neves F (2013) Astro: an integrated environment for dependability and sustainability evaluation. Sustain Comput Inf Syst 3(1):1\u201317","journal-title":"Sustain Comput Inf Syst"},{"issue":"3","key":"5419_CR60","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1504\/IJGUC.2020.107625","volume":"11","author":"J Ferreira","year":"2020","unstructured":"Ferreira J, Callou G, Maciel P, Tutsch D (2020) An algorithm to optimise the energy distribution of data centre electrical infrastructures. Int J Grid Util Comput 11(3):419\u2013433","journal-title":"Int J Grid Util Comput"},{"issue":"10","key":"5419_CR61","doi-asserted-by":"publisher","first-page":"6361","DOI":"10.1007\/s11227-019-02852-3","volume":"75","author":"D Rosendo","year":"2019","unstructured":"Rosendo D, Gomes D, Santos GL, Goncalves G, Moreira A, Ferreira L, Endo PT, Kelner J, Sadok D, Mehta A et al (2019) A methodology to assess the availability of next-generation data centers. J Supercomput 75(10):6361\u20136385","journal-title":"J Supercomput"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-023-05419-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11227-023-05419-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-023-05419-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,2]],"date-time":"2023-10-02T08:11:29Z","timestamp":1696234289000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11227-023-05419-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,1]]},"references-count":61,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2023,11]]}},"alternative-id":["5419"],"URL":"https:\/\/doi.org\/10.1007\/s11227-023-05419-5","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,1]]},"assertion":[{"value":"19 May 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 June 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}