{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,6]],"date-time":"2026-08-06T01:57:31Z","timestamp":1785981451949,"version":"3.56.0"},"reference-count":105,"publisher":"Association for Computing Machinery (ACM)","issue":"CSCW","license":[{"start":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T00:00:00Z","timestamp":1541030400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CHS-1526155"],"award-info":[{"award-number":["CHS-1526155"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Proc. ACM Hum.-Comput. Interact."],"published-print":{"date-parts":[[2018,11]]},"abstract":"<jats:p>The trustworthiness of data science systems in applied and real-world settings emerges from the resolution of specific tensions through situated, pragmatic, and ongoing forms of work. Drawing on research in CSCW, critical data studies, and history and sociology of science, and six months of immersive ethnographic fieldwork with a corporate data science team, we describe four common tensions in applied data science work: (un)equivocal numbers, (counter)intuitive knowledge, (in)credible data, and (in)scrutable models. We show how organizational actors establish and re-negotiate trust under messy and uncertain analytic conditions through practices of skepticism, assessment, and credibility. Highlighting the collaborative and heterogeneous nature of real-world data science, we show how the management of trust in applied corporate data science settings depends not only on pre-processing and quantification, but also on negotiation and translation. We conclude by discussing the implications of our findings for data science research and practice, both within and beyond CSCW.<\/jats:p>","DOI":"10.1145\/3274405","type":"journal-article","created":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T21:21:27Z","timestamp":1541107287000},"page":"1-28","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":182,"title":["Trust in Data Science"],"prefix":"10.1145","volume":"2","author":[{"given":"Samir","family":"Passi","sequence":"first","affiliation":[{"name":"Cornell University, Ithaca, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven J.","family":"Jackson","sequence":"additional","affiliation":[{"name":"Cornell University, Ithaca, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2018,11]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702509"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/1461444816676645"},{"key":"e_1_2_1_3_1","unstructured":"Chris Anderson. 2008. The End of Theory: The Data Deluge Makes the Scientific Method Obsolete. Wired. Retrieved from http:\/\/archive.wired.com\/science\/discoveries\/magazine\/16-07\/pb_theory"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2818052.2855518"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1180875.1180912"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951717718854"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173951"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1515\/9781400827145"},{"key":"e_1_2_1_9_1","volume-title":"Data Flakes: An Afterword to \"Raw Data\" Is an Oxymoron. In\"Raw Data\" Is an Oxymoron","author":"Bowker Geoffrey C.","year":"2013","unstructured":"Geoffrey C. Bowker. 2013. Data Flakes: An Afterword to \"Raw Data\" Is an Oxymoron. In\"Raw Data\" Is an Oxymoron, Lisa Gitelman (ed.). MIT Press, Cambridge, Massachusetts, 167--171."},{"key":"e_1_2_1_10_1","first-page":"1795","article-title":"The Theory\/Data","volume":"8","author":"Bowker Geoffrey C.","year":"2014","unstructured":"Geoffrey C. Bowker. 2014. The Theory\/Data Thing. Int. J. Commun.8, 1795--1799.","journal-title":"Thing. Int. J. Commun."},{"key":"e_1_2_1_11_1","volume-title":"Robustness in Statistics, Robert L","author":"Box George E. P.","unstructured":"George E. P. Box. 1979. Robustness in the Strategy of Scientific Model Building. In Robustness in Statistics, Robert L. Launer and Graham N. Wilkinson (eds.). Academic Press, New York, 201--36."},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10676-013-9321-6"},{"key":"e_1_2_1_13_1","volume-title":"Reliable Machine Learning in the Wild - NIPS 2016 Workshop.","author":"Breck Eric","year":"2016","unstructured":"Eric Breck, Shanqing Cai, Eric Nielsen, Michael Salib, and D Sculley. 2016. What's your ML Test Score? A rubric for ML production systems. In Reliable Machine Learning in the Wild - NIPS 2016 Workshop."},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951715622512"},{"key":"e_1_2_1_15_1","first-page":"598","article-title":"Let's stop trying to be \"sexy","volume":"23","author":"Andr\u00e9 Carillo Kevin Daniel","year":"2017","unstructured":"Kevin Daniel Andr\u00e9 Carillo. 2017. Let's stop trying to be \"sexy\" -- preparing managers for the (big) data-driven business era. Bus. Process Manag. J.23, 3, 598--622.","journal-title":"Bus. Process Manag. J."},{"key":"e_1_2_1_16_1","volume-title":"Constructing Grounded Theory (Introducing Qualitative Methods series)","author":"Charmaz Kathy","unstructured":"Kathy Charmaz. 2014. Constructing Grounded Theory (Introducing Qualitative Methods series) 2nd Edition. Sage, London.","edition":"2"},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.2014.0048"},{"key":"e_1_2_1_18_1","volume-title":"Collins and Robert Evans","author":"Harry","year":"2007","unstructured":"Harry M. Collins and Robert Evans. 2007. Rethinking Expertise. University of Chicago Press, Chicago."},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1038\/538311a"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716663566"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025882"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1525\/rep.1992.40.1.99p0137h"},{"key":"e_1_2_1_23_1","unstructured":"Lorraine Daston and Peter Galison. 2007. Objectivity. MIT Press Cambridge Massachusetts."},{"key":"e_1_2_1_24_1","volume-title":"The Politics of Large Numbers: A History of Statistical Reasoning","author":"Desrosieres Alain","unstructured":"Alain Desrosieres. 1998. The Politics of Large Numbers: A History of Statistical Reasoning. Harvard University Press, Cambridge, MA."},{"key":"e_1_2_1_25_1","volume-title":"Theory of Valuation","author":"Dewey John","unstructured":"John Dewey. 1939. Theory of Valuation. University of Chicago Press, Chicago."},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951715617185"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716665128"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0003975609000150"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/230538.230561"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716679677"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.2307\/798722"},{"key":"e_1_2_1_32_1","volume-title":"Studies in Ethnomethodology","author":"Garfinkel Harold","unstructured":"Harold Garfinkel. 1967. Studies in Ethnomethodology. Prentice Hall, New Jersey."},{"key":"e_1_2_1_33_1","volume-title":"Media Technologies: Essays on Communication, Materiality, and","author":"Gillespie Tarleton","unstructured":"Tarleton Gillespie. 2014. The Relevance of Algorithms. In Media Technologies: Essays on Communication, Materiality, and Society, Tarleton Gillespie, Pablo J. Boczkowski and Kirsten A. Foot (eds.). MIT Press, Cambridge, 167--194."},{"key":"e_1_2_1_34_1","volume-title":"Raw Data is an Oxymoron","author":"Gitelman Lisa","unstructured":"Lisa Gitelman. 2006. Raw Data is an Oxymoron. MIT Press, MA."},{"key":"e_1_2_1_35_1","volume-title":"The Discovery of Grounded Theory: Strategies for Qualitative Research. Aldine Transactions","author":"Glaser Barney","unstructured":"Barney Glaser and Anselm Strauss. 1967. The Discovery of Grounded Theory: Strategies for Qualitative Research. Aldine Transactions, Chicago."},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1525\/aa.1994.96.3.02a00100"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025998"},{"key":"e_1_2_1_38_1","doi-asserted-by":"crossref","unstructured":"Riccardo Guidotti Anna Monreale Franco Turini Dino Pedreschi and Fosca Giannotti. 2018. A Survey Of Methods For Explaining Black Box Models. arXiv Prepr.1802.01933.","DOI":"10.1145\/3236009"},{"key":"e_1_2_1_39_1","volume-title":"Autonomy and Solidarity: Interviews","author":"Habermas J\u00fcrgen","unstructured":"J\u00fcrgen Habermas. 1992. Autonomy and Solidarity: Interviews. Verso, London."},{"key":"e_1_2_1_40_1","volume-title":"The Taming of Chance","author":"Hacking Ian","unstructured":"Ian Hacking. 1990. The Taming of Chance. Cambridge University Press, Cambridge."},{"key":"e_1_2_1_41_1","unstructured":"Donna Haraway. 2007. Modest_Witness@Second_Millenium. Routledge London."},{"key":"e_1_2_1_42_1","volume-title":"Audit cultures: Anthropological studies in accountability, ethics, and the academy","author":"Harper Richard","unstructured":"Richard Harper. 2000. The social organization of the IMF's mission work: An examination of international auditing. In Audit cultures: Anthropological studies in accountability, ethics, and the academy, Marilyn Strathern (ed.). Routledge, London, 21--53."},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13347-011-0041-8"},{"key":"e_1_2_1_44_1","volume-title":"The Crisis of European Sciences and Transcendental Philosophy","author":"Husserl Edmund","unstructured":"Edmund Husserl. 1970. The Crisis of European Sciences and Transcendental Philosophy. Northwestern University Press, Evanston."},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.0020124"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/1146598.1146632"},{"key":"e_1_2_1_47_1","volume-title":"A Fresh Look at Instrumentation an Introduction","author":"Joerges Bernward","unstructured":"Bernward Joerges and Terry Shinn. 2001. A Fresh Look at Instrumentation an Introduction. In Instrumentation Between Science, State and Industry, Bernward Joerges and Terry Shinn (eds.). Springer Netherlands, Dordrecht, 1--13."},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702603"},{"key":"e_1_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1086\/392810"},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951715611145"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025626"},{"key":"e_1_2_1_52_1","volume-title":"Open Data, Data Infrastructures and Their Consequences","author":"Kitchin Rob","unstructured":"Rob Kitchin. 2014. The Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences. Sage Publications, USA."},{"key":"e_1_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951714528481"},{"key":"e_1_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716631130"},{"key":"e_1_2_1_55_1","unstructured":"Jon Kleinberg Jens Ludwig and Sendhil Mullainathan. 2016. A Guide to Solving Social Problems with Machine Learning. Harvard Business Review. Retrieved from https:\/\/hbr.org\/2016\/12\/a-guide-to-solving-social-problems-with-machine-learning"},{"key":"e_1_2_1_56_1","volume-title":"Ontic Occlusion and Exposure in Sociotechnical Systems","author":"Knobel Cory P.","unstructured":"Cory P. Knobel. 2010. Ontic Occlusion and Exposure in Sociotechnical Systems. University of Michigan."},{"key":"e_1_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/2531602.2531699"},{"key":"e_1_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675154"},{"key":"e_1_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025838"},{"key":"e_1_2_1_60_1","volume-title":"Science in Action","author":"Latour Bruno","unstructured":"Bruno Latour. 1987. Science in Action. Harvard University Press, Cambridge, MA."},{"key":"e_1_2_1_61_1","doi-asserted-by":"crossref","unstructured":"David Lazer Ryan Kennedy Gary King and Alessandro Vespignani. 2014. The parable of Google flu: Traps in big data analysis. Science 343 6176 1203--1205.","DOI":"10.1126\/science.1248506"},{"key":"e_1_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951714534395"},{"key":"e_1_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1086\/684083"},{"key":"e_1_2_1_64_1","volume-title":"The Mythos of Model Interpretability. In2016 ICML Workshop on Human Interpretability in Machine Learning (WHI","author":"Lipton Zachary Chase","year":"2016","unstructured":"Zachary Chase Lipton. 2016. The Mythos of Model Interpretability. In2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016)."},{"key":"e_1_2_1_65_1","unstructured":"Michael Luca Jon Kleinberg and Sendhil Mullainathan. 2016. Algorithms Need Managers Too. Harvard Business Review. Retrieved from https:\/\/hbr.org\/2016\/01\/algorithms-need-managers-too"},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.5555\/3200092"},{"key":"e_1_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716650211"},{"key":"e_1_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716679679"},{"key":"e_1_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11948-015-9652-2"},{"key":"e_1_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atg.2014.05.003"},{"key":"e_1_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.1089\/big.2016.0050"},{"key":"e_1_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.1177\/030631293023001005"},{"key":"e_1_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.1177\/0170840607081138"},{"key":"e_1_2_1_74_1","doi-asserted-by":"publisher","DOI":"10.5555\/2717112"},{"key":"e_1_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998331"},{"key":"e_1_2_1_76_1","volume-title":"Computer-Supported Cooperative Work (CSCW) 2016 workshop \"Algorithms at Work: Empirical Diversity, Analytic Vocabularies, Design Implications,\"1--4.","author":"Passi Samir","year":"2016","unstructured":"Samir Passi and Phoebe Sengers. 2016. \"From what I see, this makes sense:\" Seeing meaning in algorithmic results. In Computer-Supported Cooperative Work (CSCW) 2016 workshop \"Algorithms at Work: Empirical Diversity, Analytic Vocabularies, Design Implications,\"1--4."},{"key":"e_1_2_1_77_1","volume-title":"Trust in Numbers: The Pursuit of Objectivity in Scienceand Public Life","author":"Porter Theodore","unstructured":"Theodore Porter. 1995. Trust in Numbers: The Pursuit of Objectivity in Scienceand Public Life. Princeton University Press, Princeton."},{"key":"e_1_2_1_78_1","volume-title":"The Audit Society: Rituals of Verification","author":"Power Michael","unstructured":"Michael Power. 1997. The Audit Society: Rituals of Verification. Oxford University Press, Oxford."},{"key":"e_1_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-011-0012-5"},{"key":"e_1_2_1_80_1","volume-title":"In\"Raw Data\" Is an Oxymoron","author":"Raley Rita","unstructured":"Rita Raley. 2013. Dataveillance and Counterveillance. In\"Raw Data\" Is an Oxymoron, Lisa Gitelman (ed.). MIT Press, Cambridge, Massachusetts, 121--145."},{"key":"e_1_2_1_81_1","volume-title":"Model-Agnostic Interpretability of Machine Learning. In2016 ICML Workshop on Human Interpretability in Machine Learning (WHI","author":"Ribeiro Marco Tulio","year":"2016","unstructured":"Marco Tulio Ribeiro, Sameer Singh, and Carlos Guestrin. 2016. Model-Agnostic Interpretability of Machine Learning. In2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016), 91--95."},{"key":"e_1_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"e_1_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716649398"},{"key":"e_1_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1080\/01972243.2016.1130502"},{"key":"e_1_2_1_85_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10606-008-9084-5"},{"key":"e_1_2_1_86_1","volume-title":"Selbst and Solon Barocas","author":"Andrew","year":"2018","unstructured":"Andrew D. Selbst and Solon Barocas. 2018. The Intuitive Appeal of Explainable Machines. Fordham Law Rev.Forthcoming, (2018)."},{"key":"e_1_2_1_87_1","first-page":"554","article-title":"The Invisible","volume":"77","author":"Shapin Steven","year":"1989","unstructured":"Steven Shapin. 1989. The Invisible Technician. Am. Sci.77, 6, 554--563.","journal-title":"Technician. Am. Sci."},{"key":"e_1_2_1_88_1","volume-title":"A Social History of Truth: Civility and Science in Seventeenth Century England","author":"Shapin Steven","unstructured":"Steven Shapin. 1994. A Social History of Truth: Civility and Science in Seventeenth Century England. University of Chicago Press, Chicago."},{"key":"e_1_2_1_89_1","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1162\/posc_a_00484","article-title":"Cordelia's Love: Credibility and the Social Studies of Science","volume":"3","author":"Shapin Steven","year":"1995","unstructured":"Steven Shapin. 1995. Cordelia's Love: Credibility and the Social Studies of Science. Perspect. Sci.3, 3, 255--275.","journal-title":"Perspect. Sci."},{"key":"e_1_2_1_90_1","volume-title":"Society's Choices: Social and Ethical Decision Making in Biomedicine","author":"Shapin Steven","unstructured":"Steven Shapin. 1995. Trust, Honesty, and the Authority of Science. In Society's Choices: Social and Ethical Decision Making in Biomedicine, Ruth Ellen Bulger, Elizabeth Meyer Bobby and Harvey Fineberg (eds.). National Academies Press, Washington D.C., 388--408."},{"key":"e_1_2_1_91_1","volume-title":"Leviathan and the Air-Pump: Hobbes, Boyle and the Experimental Life","author":"Shapin Steven","unstructured":"Steven Shapin and Simon Schaffer. 1985. Leviathan and the Air-Pump: Hobbes, Boyle and the Experimental Life. Princeton University Press, Princeton."},{"key":"e_1_2_1_92_1","volume-title":"Marco Tulio Ribeiro, and Carlos Guestrin","author":"Singh Sameer","year":"2016","unstructured":"Sameer Singh, Marco Tulio Ribeiro, and Carlos Guestrin. 2016. Programs as Black-Box Explanations. ArXiv e-prints 1611.07579."},{"key":"e_1_2_1_93_1","doi-asserted-by":"publisher","DOI":"10.1145\/192844.193021"},{"key":"e_1_2_1_94_1","volume-title":"The Sense of Dissonance: Accounts of Worth in Economic Life","author":"Stark David","unstructured":"David Stark. 2009. The Sense of Dissonance: Accounts of Worth in Economic Life. Princeton University Press, Princeton."},{"key":"e_1_2_1_95_1","volume-title":"Corbin","author":"Strauss Anselm","year":"1990","unstructured":"Anselm Strauss and Juliet M. Corbin. 1990. Basics of Qualitative Research: Grounded Theory Techniques and Procedures. Sage, New York."},{"key":"e_1_2_1_96_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716664747"},{"key":"e_1_2_1_97_1","volume-title":"Marginal Revolution. Retrieved","author":"Tabarrok Alex","year":"2015","unstructured":"Alex Tabarrok. 2015. The Rise of Opaque Intelligence. Marginal Revolution. Retrieved February 15, 2018 from http:\/\/marginalrevolution.com\/marginalrevolution\/2015\/02\/opaque-intelligence.html"},{"key":"e_1_2_1_98_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951714539278"},{"key":"e_1_2_1_99_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716670189"},{"key":"e_1_2_1_100_1","volume-title":"Logics and Practices of Transparency and Opacity in Real-world Applications of Public Sector Machine Learning. In 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT\/ML","author":"Veale Michael","year":"2017","unstructured":"Michael Veale. 2017. Logics and Practices of Transparency and Opacity in Real-world Applications of Public Sector Machine Learning. In 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT\/ML 2017), Halifax, Canada."},{"key":"e_1_2_1_101_1","unstructured":"Martin Wattenberg Fernanda Vi\u00e9gas and Moritz Hardt. 2016. Attacking discrimination with smarter machine learning. Google Research."},{"key":"e_1_2_1_102_1","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2016.1200645"},{"key":"e_1_2_1_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/3196709.3196730"},{"key":"e_1_2_1_104_1","doi-asserted-by":"publisher","DOI":"10.1177\/0162243915605575"},{"key":"e_1_2_1_105_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1005399"}],"container-title":["Proceedings of the ACM on Human-Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3274405","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3274405","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3274405","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:44:35Z","timestamp":1750207475000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3274405"}},"subtitle":["Collaboration, Translation, and Accountability in Corporate Data Science Projects"],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":105,"journal-issue":{"issue":"CSCW","published-print":{"date-parts":[[2018,11]]}},"alternative-id":["10.1145\/3274405"],"URL":"https:\/\/doi.org\/10.1145\/3274405","relation":{},"ISSN":["2573-0142"],"issn-type":[{"value":"2573-0142","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11]]},"assertion":[{"value":"2018-11-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}