{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T04:02:22Z","timestamp":1746504142455,"version":"3.40.4"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031865541","type":"print"},{"value":"9783031865558","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-86555-8_3","type":"book-chapter","created":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T09:21:45Z","timestamp":1746436905000},"page":"31-45","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Understanding Behavioral Differences Between Machine Agents and Human Participants Based on How They Play the Energy Transition Game"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7165-4747","authenticated-orcid":false,"given":"Kengo","family":"Suzuki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuta","family":"Nakadegawa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kento","family":"Miura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4645-5898","authenticated-orcid":false,"given":"Takeshi","family":"Shibuya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8617-8667","authenticated-orcid":false,"given":"Susumu","family":"Ohnuma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,5,6]]},"reference":[{"issue":"3","key":"3_CR1","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1016\/j.jeem.2012.08.002","volume":"64","author":"F van der Ploeg","year":"2012","unstructured":"van der Ploeg, F., Withagen, C.: Is there really a green paradox? J. Environ. Econ. Manag. 64(3), 342\u2013363 (2012)","journal-title":"J. Environ. Econ. Manag."},{"issue":"1","key":"3_CR2","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1038\/s41560-017-0036-5","volume":"3","author":"FF Nerini","year":"2018","unstructured":"Nerini, F.F., et al.: Mapping synergies and trade-offs between energy and the sustainable development goals. Nat. Energy 3(1), 10\u201315 (2018)","journal-title":"Nat. Energy"},{"key":"3_CR3","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1038\/s43017-023-00406-z","volume":"4","author":"Z Liu","year":"2023","unstructured":"Liu, Z., Deng, Z., Davis, S., Ciais, P.: Monitoring global carbon emissions in 2022. Nat. Rev. Earth Environ. 4, 205\u2013206 (2023)","journal-title":"Nat. Rev. Earth Environ."},{"issue":"3","key":"3_CR4","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.joule.2017.09.018","volume":"1","author":"FW Geels","year":"2017","unstructured":"Geels, F.W., Sovacool, B.K., Schwanen, T., Sorrell, S.: The socio-technical dynamics of low-carbon transitions. Joule 1(3), 463\u2013479 (2017)","journal-title":"Joule"},{"key":"3_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2021.110955","volume":"144","author":"E Holden","year":"2021","unstructured":"Holden, E., Linnerud, K., Rygg, B.J.: A review of dominant sustainable energy narratives. Renew. Sustain. Energy Rev. 144, 110955 (2021)","journal-title":"Renew. Sustain. Energy Rev."},{"key":"3_CR6","doi-asserted-by":"publisher","first-page":"805","DOI":"10.3389\/fpsyg.2015.00805","volume":"6","author":"L Steg","year":"2015","unstructured":"Steg, L., Perlaviciute, G., van der Werff, E.: Understanding the human dimensions of a sustainable energy transition. Front. Psychol. 6, 805 (2015)","journal-title":"Front. Psychol."},{"key":"3_CR7","unstructured":"Salen, K., Zimmerman, E.: Rules of Play: Game Design Fundamentals, p. 84. MIT Press, Cambridge (2003)"},{"key":"3_CR8","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.envsoft.2015.04.014","volume":"70","author":"V Rai","year":"2015","unstructured":"Rai, V., Robinson, S.A.: Agent-based modeling of energy technology adoption: empirical integration of social, behavioral, economic, and environmental factors. Environ. Model. Softw. 70, 163\u2013177 (2015)","journal-title":"Environ. Model. Softw."},{"key":"3_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2022.113241","volume":"170","author":"PH Li","year":"2022","unstructured":"Li, P.H., Barazza, E., Strachan, N.: The influences of non-optimal investments on the scale-up of smart local energy systems in the UK electricity market. Energy Policy 170, 113241 (2022)","journal-title":"Energy Policy"},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Fouladvand, J., Ghorbani, A., Sari, Y., Hoppe, T., Kunneke, R., Herder, P.: Energy security in community energy systems: an agent-based modelling approach. J. Clean. Prod. 366, 132765 (2022)","DOI":"10.1016\/j.jclepro.2022.132765"},{"issue":"8","key":"3_CR11","doi-asserted-by":"publisher","first-page":"2602","DOI":"10.3390\/su10082602","volume":"10","author":"G Bekebrede","year":"2018","unstructured":"Bekebrede, G., Van Bueren, E., Wenzler, I.: Towards a joint local energy transition process in urban districts: the GO2Zero simulation game. Sustainability 10(8), 2602 (2018)","journal-title":"Sustainability"},{"key":"3_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jup.2023.101624","volume":"84","author":"V Marrero-Trujillo","year":"2023","unstructured":"Marrero-Trujillo, V., Arias-Gaviria, J., Arango-Aramburo, S., Larsen, E.R.: Gamification model for communicating and evaluating renewable energy planning. Utilities Policy 84, 101624 (2023)","journal-title":"Utilities Policy"},{"issue":"19","key":"3_CR13","doi-asserted-by":"publisher","first-page":"12785","DOI":"10.3390\/su141912785","volume":"14","author":"K Suzuki","year":"2022","unstructured":"Suzuki, K., Ishiwata, R.: Impact of a carbon tax on energy transition in a deregulated market: a game-based experimental approach. Sustainability 14(19), 12785 (2022)","journal-title":"Sustainability"},{"key":"3_CR14","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1016\/j.enpol.2014.04.021","volume":"72","author":"A Kowalska-Pyzalska","year":"2014","unstructured":"Kowalska-Pyzalska, A., Maciejowska, K., Suszczy\u0144ski, K., Sznajd-Weron, K., Weron, R.: Turning green: agent-based modeling of the adoption of dynamic electricity tariffs. Energy Policy 72, 164\u2013174 (2014)","journal-title":"Energy Policy"},{"key":"3_CR15","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.erss.2018.10.021","volume":"49","author":"P Hansen","year":"2019","unstructured":"Hansen, P., Liu, X., Morrison, G.M.: Agent-based modelling and socio-technical energy transitions: a systematic literature review. Energy Res. Soc. Sci. 49, 41\u201352 (2019)","journal-title":"Energy Res. Soc. Sci."},{"key":"3_CR16","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1016\/j.enpol.2017.08.024","volume":"110","author":"V Anatolitis","year":"2017","unstructured":"Anatolitis, V., Welisch, M.: Putting renewable energy auctions into action \u2013 an agent-based model of onshore wind power auctions in Germany. Energy Policy 110, 394\u2013402 (2017)","journal-title":"Energy Policy"},{"issue":"3","key":"3_CR17","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1177\/1046878107300668","volume":"38","author":"O Barreteau","year":"2007","unstructured":"Barreteau, O., Abrami, G.: Variable time scales, agent-based models, and role-playing games: the PIEPLUE river basin management game. Simul. Gaming 38(3), 364\u2013381 (2007)","journal-title":"Simul. Gaming"},{"issue":"5","key":"3_CR18","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1177\/1046878114549001","volume":"46","author":"J van den Hoogen","year":"2015","unstructured":"van den Hoogen, J., Meijer, S.: Gaming and simulation for railway innovation: a case study of the dutch railway system. Simul. Gaming 46(5), 489\u2013511 (2015)","journal-title":"Simul. Gaming"},{"issue":"5","key":"3_CR19","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1080\/00207594.2011.647029","volume":"47","author":"TL Milfont","year":"2012","unstructured":"Milfont, T.L., Wilson, J., Diniz, P.: Time perspective and environmental engagement: a meta-analysis. Int. J. Psychol. 47(5), 325\u2013334 (2012)","journal-title":"Int. J. Psychol."},{"issue":"7","key":"3_CR20","doi-asserted-by":"publisher","first-page":"612","DOI":"10.1038\/s41560-019-0425-z","volume":"4","author":"PE Brockway","year":"2019","unstructured":"Brockway, P.E., Owen, A., Brand-Correa, L.I., Hardt, L.: Estimation of global final-stage energy-return-on-investment for fossil fuels with comparison to renewable energy sources. Nat. Energy 4(7), 612\u2013621 (2019)","journal-title":"Nat. Energy"},{"key":"3_CR21","unstructured":"The Intergovernmental Panel on Climate Change (IPCC) Assessment Report Six Synthesis Report. https:\/\/www.ipcc.ch\/report\/sixth-assessment-report-cycle\/. Accessed 25 Jan 2024"},{"key":"3_CR22","doi-asserted-by":"crossref","unstructured":"Nordhaus, W.D.: The Climate Casino: Risk, Uncertainty, and Economics for a Warming World, pp. 316\u2013326. Yale University Press, New Haven (2013)","DOI":"10.2307\/j.ctt5vkrpp"},{"key":"3_CR23","doi-asserted-by":"crossref","unstructured":"Carattini, S., Carvalho, M., Fankhauser, S.: Overcoming public resistance to carbon taxes. Wiley Interdisc. Rev. Climate Change 9(5), Article e531 (2018)","DOI":"10.1002\/wcc.531"},{"key":"3_CR24","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.enpol.2015.06.011","volume":"86","author":"ES Rubin","year":"2015","unstructured":"Rubin, E.S., Azevedo, I.M.L., Jaramillo, P., Yeh, S.: A review of learning rates for electricity supply technologies. Energy Policy 86, 198\u2013218 (2015)","journal-title":"Energy Policy"},{"key":"3_CR25","unstructured":"Sutton, R., Barto, A.: Reinforcement Learning: An Introduction, 2nd edn. The MIT Press, Cambridge (2018)"},{"key":"3_CR26","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.jbef.2015.12.001","volume":"9","author":"DL Chen","year":"2016","unstructured":"Chen, D.L., Schonger, M., Wickens, C.: OTree-an open-source platform for laboratory, online, and field experiments. J. Behav. Exp. Financ. 9, 88\u201397 (2016)","journal-title":"J. Behav. Exp. Financ."},{"key":"3_CR27","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1146\/annurev.ps.31.020180.001125","volume":"31","author":"R Dawes","year":"1980","unstructured":"Dawes, R.: Social dilemmas. Annu. Rev. Psychol. 31, 169\u2013193 (1980)","journal-title":"Annu. Rev. Psychol."},{"issue":"3","key":"3_CR28","doi-asserted-by":"publisher","first-page":"265","DOI":"10.2307\/2786924","volume":"51","author":"T Yamagishi","year":"1988","unstructured":"Yamagishi, T.: The provision of a sanctioning system in the united states and Japan. Soc. Psychol. Q. 51(3), 265\u2013271 (1988)","journal-title":"Soc. Psychol. Q."},{"issue":"4","key":"3_CR29","doi-asserted-by":"publisher","first-page":"684","DOI":"10.2307\/2667052","volume":"44","author":"AE Tenbrunsel","year":"1999","unstructured":"Tenbrunsel, A.E., Messick, D.M.: Sanctioning systems, decision frames, and cooperation. Adm. Sci. Q. 44(4), 684\u2013707 (1999)","journal-title":"Adm. Sci. Q."},{"issue":"2","key":"3_CR30","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.jesp.2005.03.002","volume":"42","author":"LB Mulder","year":"2006","unstructured":"Mulder, L.B., van Dijk, E., De Cremer, D., Wilke, H.A.M.: Undermining trust and cooperation: the paradox of sanctioning systems in social dilemmas. J. Exp. Soc. Psychol. 42(2), 147\u2013162 (2006)","journal-title":"J. Exp. Soc. Psychol."},{"key":"3_CR31","doi-asserted-by":"publisher","first-page":"9","DOI":"10.4992\/jjpsy.85.9","volume":"85","author":"Y Kitakaji","year":"2014","unstructured":"Kitakaji, Y., Ohnuma, S.: Demonstrating that monitoring and punishing increase non-cooperative behavior in a social dilemma game. Jpn. J. Psychol. 85, 9\u201319 (2014)","journal-title":"Jpn. J. Psychol."}],"container-title":["Lecture Notes in Computer Science","Simulation and Gaming across Borders"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-86555-8_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T09:21:49Z","timestamp":1746436909000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-86555-8_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031865541","9783031865558"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-86555-8_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"6 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"There are no conflicts of interest to declare.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ISAGA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Simulation and Gaming Association Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Christchurch","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"New Zealand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"55","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isaga2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/isaga2024.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}