library.bib

% ch0

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@book{isbn:9781846142109,
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}

@article{doi:10.1017/s1743921305001365,
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}

@book{isbn:9780226253251,
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@article{doi:10.1080/08989621.2016.1268922,
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@misc{cogprints1646,
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        keywords = {peer review, refereed journals, electonic publishing},
             url = {http://cogprints.org/1646/},
        abstract = {The refereed journal literature needs to be freed from both paper and its costs, but not
     from peer review, whose "invisible hand" is what maintains its quality. The residual cost of
     online-only peer review is low enough to be recovered from author-institution-end page charges,
     covered from institutional subscription savings, thereby vouchsafing a toll-free refereed research
     literature for everyone, everywhere, forever.}
}

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@article{doi:10.2466/03.11.pms.112.2.331-348,
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@article{doi:10.1207/s15327957pspr0203_4,
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@article{doi:10.31237/osf.io/t23za,
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@MISC{doi:10.5061/dryad.79d43,
  title     = "{Data from: The extent and consequences of p-hacking in science}",
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  year      =  2015,
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}

@misc{doi:10.15200/winn.144232.26366,
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@article{doi:10.1371/journal.pone.0182651,
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@article{doi:10.1016/j.cub.2013.11.014,
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@article{doi:10.1177/1745691615609918,
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 @misc{doi:10.6084/m9.figshare.928315.v2, 
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  url={https://figshare.com/articles/Poster_Low_Threshold_Open_Science/928315/2}, 
  DOI={10.6084/m9.figshare.928315.v2}, 
  abstractNote={

This is the poster resulting from the abstract I previously posted.
}, 
publisher={figshare},
  author = {Hartgerink, Chris H. J.}, 
  year={2014}, month={Feb}}

@ARTICLE{doi:10.1177/0956797611430953,
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  pmid = {22508865},
  doi = {10.1177/0956797611430953},
}


% ch1

@MISC{ostp2000,
  title        = {Federal Policy on Research Misconduct},
  booktitle    = {Federal Register},
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  note         = "Accessed: 2015-9-10"
}

@BOOK{doi:10.17226/1864,
  author    = {National Academy of Sciences, National Academy of Engineering, and Institute of Medicine},
  title     = "Responsible Science, Volume I: Ensuring the Integrity of the Research Process",
  isbn      = "978-0-309-04731-9",
  doi       = "10.17226/1864",
  abstract  = "Responsible Science is a comprehensive review of factors that influence the integrity of the research process. Volume I examines reports on the incidence of misconduct in science and reviews institutional and governmental efforts to handle cases of misconduct.\n\nThe result of a two-year study by a panel of experts convened by the National Academy of Sciences, this book critically analyzes the impact of today's research environment on the traditional checks and balances that foster integrity in science.\n\nResponsible Science is a provocative examination of the role of educational efforts; research guidelines; and the contributions of individual scientists, mentors, and institutional officials in encouraging responsible research practices.\n",
  url       = "https://www.nap.edu/catalog/1864/responsible-science-volume-i-ensuring-the-integrity-of-the-research",
  year      = 1992,
  publisher = "The National Academies Press",
  address   = "Washington, DC"
}
@article{doi:10.1177/0956797611430953,
  doi = {10.1177/0956797611430953},
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  year = 2012,
  month = {may},
  publisher = {{SAGE} Publications},
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  number = {5},
  pages = {524--532},
  author = {Leslie K. John and George Loewenstein and Drazen Prelec},
  title = {Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling},
  journal = {Psychological Science}
}

@ARTICLE{doi:10.1080/1047840X.2012.692215,
  title     = {Scientific utopia: {I}. Opening scientific communication},
  author    = "Nosek, Brian A and Bar-Anan, Yoav",
  journal   = "Psychological Inquiry",
  publisher = "Taylor \& Francis",
  volume    =  23,
  number    =  3,
  pages     = "217--243",
  year      =  2012,
  url       = "http://dx.doi.org/10.1080/1047840X.2012.692215",
  eprint    = "http://dx.doi.org/10.1080/1047840X.2012.692215",
  issn      = "1047-840X",
  doi       = "10.1080/1047840X.2012.692215"
}


@ARTICLE{doi:10.1177/1745691612459058,
  title       = {Scientific utopia: {II}. Restructuring incentives and
                 practices to promote truth over publishability},
  author      = "Nosek, Brian A and Spies, Jeffrey R and Motyl, Matt",
  affiliation = "University of Virginia nosek@virginia.edu. University of
                 Virginia. University of Virginia.",
  journal     = "Perspectives on Psychological Science",
  volume      =  7,
  number      =  6,
  pages       = "615--631",
  month       =  nov,
  year        =  2012,
  url         = "http://dx.doi.org/10.1177/1745691612459058",
  keywords    = "false positives; incentives; methodology; motivated reasoning;
                 replication",
  issn        = "1745-6916",
  pmid        = "26168121",
  doi         = "10.1177/1745691612459058"
}

@ARTICLE{doi:10.1126/science.aac4716,
  title   = {Estimating the reproducibility of psychological science},
  author  = "{Open Science Collaboration}",
  journal = "Science",
  volume  =  349,
  number  =  6251,
  year    =  2015,
  doi     = "10.1126/science.aac4716"
}


@ARTICLE{doi:10.1177/0956797611417632,
  title       = {False-positive psychology: Undisclosed flexibility in data
                 collection and analysis allows presenting anything as
                 significant},
  author      = "Simmons, Joseph P and Nelson, Leif D and Simonsohn, Uri",
  affiliation = "Wharton School, University of Pennsylvania, Philadelphia, PA
                 19104, USA. jsimmo@wharton.upenn.edu",
  journal     = "Psychological Science",
  volume      =  22,
  number      =  11,
  pages       = "1359--1366",
  month       =  nov,
  year        =  2011,
  url         = "http://dx.doi.org/10.1177/0956797611417632",
  issn        = "0956-7976, 1467-9280",
  pmid        = "22006061",
  doi         = "10.1177/0956797611417632"
}

@article{doi:10.1007/pl00022268,
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  month = {mar},
  publisher = {Springer Nature},
  volume = {12},
  number = {1},
  pages = {53--74},
  author = {Nicholas H. Steneck},
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  journal = {Science and Engineering Ethics}
}
@ARTICLE{doi:10.1353/jhe.0.0095,
  title       = {Extending the Mertonian norms: Scientists' subscription to
                 norms of research},
  author      = "Anderson, Melissa S and Ronning, Emily A and Devries, Raymond
                 and Martinson, Brian C",
  affiliation = "Professor of Higher Education, University of Minnesota.",
  journal     = "The Journal of Higher Education",
  volume      =  81,
  number      =  3,
  pages       = "366--393",
  month       =  "1~" # may,
  year        =  2010,
  url         = "http://dx.doi.org/10.1353/jhe.0.0095",
  issn        = "0022-1546",
  pmid        = "21132074",
  doi         = "10.1353/jhe.0.0095",
  pmc         = "PMC2995462"
}

@ARTICLE{merton1942,
  title     = {A note on science and democracy},
  author    = "Merton, Robert K",
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  publisher = "HeinOnline",
  volume    =  1,
  pages     = "115",
  year      =  1942
}

@ARTICLE{doi:10.2307/2094423,
  title     = {Norms and counter-norms in a select group of the Apollo moon
               scientists: A case study of the ambivalence of scientists},
  author    = "Mitroff, Ian I",
  journal   = "American Sociological Review",
  publisher = "American Sociological Association",
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  number    =  4,
  pages     = "579--595",
  month     =  "1~" # aug,
  year      =  1974,
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  issn      = "0003-1224",
  doi       = "10.2307/2094423"
}


@BOOK{isbn:9780199376025,
  title     = {Responsible conduct of research},
  author    = "Shamoo, A E and Resnik, D B",
  publisher = "Oxford University Press",
  year      =  2009,
  address   = "New York, NY"
}

@MISC{apa2010,
  title        = {Ethical principles of psychologists and code of conduct},
  booktitle    = {Ethical principles of psychologists and code of conduct},
  author       = "{American Psychological Association}",
  year         =  2010,
  url          = "http://www.apa.org/ethics/code/principles.pdf",
  howpublished = "\url{http://www.apa.org/ethics/code/principles.pdf}"
}


@ARTICLE{doi:10.1080/08989620600848611,
  title   = {Research misconduct and the scientific process: Continuing quality
             improvement},
  author  = "Koppelman-White, Elysa",
  journal = "Accountability in Research",
  volume  =  13,
  number  =  3,
  pages   = "225--246",
  year    =  2006,
  url     = "http://www.tandfonline.com/doi/abs/10.1080/08989620600848611",
  eprint  = "http://www.tandfonline.com/doi/pdf/10.1080/08989620600848611",
  issn    = "0898-9621",
  doi     = "10.1080/08989620600848611"
}
@ARTICLE{doi:10.1525/jer.2007.2.4.3,
  title       = {Normative dissonance in science: Results from a national
                 survey of {U.S}. scientists},
  author      = "Anderson, Melissa S and Martinson, Brian C and De Vries,
                 Raymond",
  affiliation = "University of Minnesota.",
  journal     = "Journal of Empirical Research on Human Research Ethics",
  volume      =  2,
  number      =  4,
  pages       = "3--14",
  month       =  dec,
  year        =  2007,
  url         = "http://dx.doi.org/10.1525/jer.2007.2.4.3",
  issn        = "1556-2646",
  pmid        = "19385804",
  doi         = "10.1525/jer.2007.2.4.3"
}

@ARTICLE{doi:10.1371/journal.pone.0007078,
  title       = {Empirical study of data sharing by authors publishing in
                 {PLoS} journals},
  author      = "Savage, Caroline J and Vickers, Andrew J",
  affiliation = "Department of Epidemiology and Biostatistics, Memorial
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@MISC{wicherts2016,
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@ARTICLE{doi:10.1126/science.185.4157.1124,
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@ARTICLE{haldane1948,
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@ARTICLE{doi:10.1111/j.1467-9280.2008.02128.x,
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  year    =  2008,
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@ARTICLE{doi:10.1177/0956797612453137,
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@ARTICLE{doi:10.1177/1745691612460687,
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@TECHREPORT{lubalin1995,
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@ARTICLE{doi:10.1080/08989621.2013.822249,
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@ARTICLE{doi:10.1097/00001888-199805000-00009,
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@TECHREPORT{rhoades2004,
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@ARTICLE{doi:10.1083/jcb.200406019,
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@UNPUBLISHED{doi:10.1101/049452,
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@MISC{cellbio2015,
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@ARTICLE{doi:10.1038/493147a,
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@ARTICLE{doi:10.1177/0956797613480366,
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@ARTICLE{doi:10.1111/j.1365-2044.2012.07128.x,
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@ARTICLE{doi:10.1111/anae.13126,
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@TECHREPORT{peeters2015,
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@ARTICLE{doi:10.1001/jamainternmed.2014.7774,
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@ARTICLE{doi:10.1038/439784c,
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@ARTICLE{doi:10.1038/478026a,
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@ARTICLE{doi:10.1038/srep03146,
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@ARTICLE{elia2014,
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@ARTICLE{doi:10.1007/s11948-015-9680-y,
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  author = {Norbert L. Kerr},
  title = {{HARKing}: Hypothesizing After the Results are Known},
  journal = {Personality and Social Psychology Review}
}
% ch2

% ch3 

% ch4

% ch5

@Manual{statcheck,
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@misc{ons-elsevier,
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@misc{ons-wiley,
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  year = 2016,
  title = {Wiley also stopped me doing my research}
}


% ch6

% ch7

@article{doi:10.1525/collabra.13,
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@MISC{Hartgerink-dlib2017,
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% ch8

% ch9

% ch10

@article{doi:10.2307/2681650,
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@misc{cos-finances,
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% ch11

@article{propublica-report,
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@article{propublica-analysis,
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@article{ljaf-psa,
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@ARTICLE{Koppelman-White2006-zm,
  title   = {Research misconduct and the scientific process: Continuing quality
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}


%%%%


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@article{Lakens2014,
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}


@article{Lakens_2014,
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  journal = {The Quarterly Journal of Experimental Psychology},
}


@BOOK{American_Psychological_Association1983-yf,
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@BOOK{American_Psychological_Association2001-uw,
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  address = {Washington, DC},
}



@ARTICLE{Krawczyk2015-uh,
  title = {{The search for significance: A few peculiarities in the distribution of {P} values in experimental psychology literature}},
  author = {Krawczyk, Michal},
  affiliation = {University of Warsaw, Dluga 44/50, 00-241, Warsaw, Poland.},
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  pmid = {26061881},
  doi = {10.1371/journal.pone.0127872},
}



@INCOLLECTION{Bakker2014-lr,
  title = {{Flawed intuitions about power in psychological research}},
  booktitle = {Good science, bad science: Questioning research practices in psychological research},
  author = {Bakker, M},
  pages = {109--120},
  month = {24 jun},
  year = {2014},
}




@article{Bakker_2012,
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  publisher = {{SAGE} Publications},
  volume = {7},
  number = {6},
  pages = {543--554},
  author = {M. Bakker and A. van Dijk and J. M. Wicherts},
  title = {{The Rules of the Game Called Psychological Science}},
  journal = {Perspectives on Psychological Science},
}


@ARTICLE{Cohen1962-jc,
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}


@ARTICLE{Sedlmeier1989-yc,
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}


@ARTICLE{Moher1994-ra,
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}

@ARTICLE{Simonsohn2015-av,
  title       = {Better P-curves: Making P-curve analysis more robust to
                 errors, fraud, and ambitious P-hacking, a Reply to {U}lrich and
                 {M}iller (2015)},
  author      = "Simonsohn, Uri and Simmons, Joseph P and Nelson, Leif D",
  affiliation = "Wharton School, University of Pennsylvania. Wharton School,
                 University of Pennsylvania. Haas School of Business,
                 University of California, Berkeley.",
  journal     = "Journal of experimental psychology. General",
  volume      =  144,
  number      =  6,
  pages       = "1146--1152",
  month       =  dec,
  year        =  2015,
  url         = "http://dx.doi.org/10.1037/xge0000104",
  issn        = "0096-3445",
  pmid        = "26595842",
  doi         = "10.1037/xge0000104"
}


@ARTICLE{hartgerink2016,
  title       = {Distributions of p-values smaller than .05 in psychology: what
                 is going on?},
  author      = {Hartgerink, Chris H. J. and Van Aert, Robbie C M and Nuijten,
                 Michèle B. and Wicherts, Jelte M and Van Assen, Marcel A L
                 M},
  affiliation = "Department of Methodology and Statistics, Tilburg University ,
                 Tilburg , The Netherlands. Department of Methodology and
                 Statistics, Tilburg University , Tilburg , The Netherlands.
                 Department of Methodology and Statistics, Tilburg University ,
                 Tilburg , The Netherlands. Department of Methodology and
                 Statistics, Tilburg University , Tilburg , The Netherlands.
                 Department of Methodology and Statistics, Tilburg University,
                 Tilburg, The Netherlands; Department of Sociology, Utrecht
                 University, Utrecht, The Netherlands.",
  journal     = "PeerJ",
  volume      =  4,
  pages       = "e1935",
  month       =  "11~" # apr,
  year        =  2016,
  url         = "http://dx.doi.org/10.7717/peerj.1935",
  keywords    = "Caliper test; Data peeking; NHST; QRP; p-values",
  language    = "en",
  issn        = "2167-8359",
  pmid        = "27077017",
  doi         = "10.7717/peerj.1935",
  pmc         = "PMC4830257"
}


@ARTICLE{Bishop2016-xc,
  title       = "{Problems in using p-curve analysis and text-mining to detect
                 rate of p-hacking and evidential value}",
  author      = "Bishop, Dorothy V M and Thompson, Paul A",
  affiliation = "Department of Experimental Psychology, University of Oxford ,
                 Oxford , United Kingdom. Department of Experimental
                 Psychology, University of Oxford , Oxford , United Kingdom.",
  journal     = "PeerJ",
  volume      =  4,
  pages       = "e1715",
  month       =  "18~" # feb,
  year        =  2016,
  url         = "http://dx.doi.org/10.7717/peerj.1715",
  keywords    = "Correlation; Ghost variables; Power; Reproducibility;
                 Simulation; Text-mining; p-curve; p-hacking",
  language    = "en",
  issn        = "2167-8359",
  pmid        = "26925335",
  doi         = "10.7717/peerj.1715",
  pmc         = "PMC4768688"
}




@BOOK{Fisher1925-jl,
  title     = "{Statistical methods for research workers}",
  author    = "Fisher, Ronald Aylmer",
  publisher = "Oliver Boyd",
  year      =  1925,
  address   = "Edinburg, United Kingdom",
  keywords  = "2014tgtbf"
}

@article{doi:10.7287/peerj.preprints.1266v1,
 title = {Problems in using text-mining and p-curve analysis to detect rate of p-hacking},
 author = {Bishop, Dorothy V and Thompson, Paul A},
 year = 2015,
 month = jul,
 keywords = {Reproducibility, P-hacking, Simulation, Ghost variables, Text-mining, P-curve},
 abstract = {
        \textbf{Background:} The p-curve is a plot of the distribution of p-values below .05 reported in a set of scientific studies. It has been used to estimate the frequency of bias in the selection of variables and analyses for publication, p-hacking. A recent study by Head et al. (2015) combined this approach with automated text-mining of p-values from over 100 000 published papers and concluded that although there was evidence of p-hacking, it was not common enough to cause serious distortions in the literature. \textbf{Methods:} P-hacking can take various forms. For the current paper, we developed R code to simulate the use of ghost variables, where an experimenter gathers data on numerous variables but reports only those with statistically significant effects. In addition, we examined the dataset used by Head et al. to assess its suitability for investigating p-hacking. This consisted of a set of open access papers that reported at least one p-value below .05; where more than one p-value was less than .05, one was randomly sampled per paper. \textbf{Results:} For uncorrelated variables, simulated p-hacked data do not give the signature left-skewed p-curve that Head et al. took as evidence of p-hacking. A right-skewed p-curve is obtained, as expected, when there is a true difference between groups, but it was also obtained in p-hacked datasets containing a high proportion of cases with a true null effect. The automated text mining used by Head et al. detected any p-value mentioned in the Results or Abstract of a paper, including those reported in the course of validation of materials or methods, or confirmation of well-established facts, as opposed to hypothesis-testing. There was no information on the statistical power of studies, nor on the statistical test conducted. In addition, Head et al. excluded p-values in tables, p-values reported as 'less than' rather than 'equal to' a given value, and those reported using scientific notation or in ranges. \textbf{Conclusions}: Use of ghost variables, a form of p-hacking where the experimenter tests many variables and reports only those with the largest effect sizes, does not give the kind of p-curve with left-skewing around .05 that Head et al. focused on. Furthermore, to interpret a p-curve we need to know whether the p-values were testing a specific hypothesis, and to be confident that if any p-values are excluded, the effect on the p-curve is random rather than systematic. It is inevitable that with automated text-mining there will be some inaccuracies in data: the key question is whether the advantages of having very large amounts of extracted data compensates for these inaccuracies. The analysis presented here suggests that the potential of systematic bias is mined data is substantial and invalidates conclusions about p-hacking based on p-values obtained by text-mining.
      },
 volume = 3,
 pages = {e1550},
 journal = {PeerJ PrePrints},
 issn = {2167-9843},
 url = {https://doi.org/10.7287/peerj.preprints.1266v1},
 doi = {10.7287/peerj.preprints.1266v1}
}

@article{doi:10.6084/m9.figshare.1500901.v1,
author = "Luke Holman",
title = "{Reply to Bishop and Thompson}",
year = "2015",
month = "8",
url = "https://figshare.com/articles/Reply_to_Bishop_and_Thompson/1500901",
doi = "10.6084/m9.figshare.1500901.v1"
}

@article{doi:10.1371/journal.pone.0149144,
    author = {Bruns, Stephan B. and Ioannidis, John P. A.},
    journal = {PLOS ONE},
    publisher = {Public Library of Science},
    title = {p-Curve and p-Hacking in Observational Research},
    year = {2016},
    month = {02},
    volume = {11},
    url = {http://dx.doi.org/10.1371%2Fjournal.pone.0149144},
    pages = {1-13},
    abstract = {The p-curve, the distribution of statistically significant p-values of published studies, has been used to make inferences on the proportion of true effects and on the presence of p-hacking in the published literature. We analyze the p-curve for observational research in the presence of p-hacking. We show by means of simulations that even with minimal omitted-variable bias (e.g., unaccounted confounding) p-curves based on true effects and p-curves based on null-effects with p-hacking cannot be reliably distinguished. We also demonstrate this problem using as practical example the evaluation of the effect of malaria prevalence on economic growth between 1960 and 1996. These findings call recent studies into question that use the p-curve to infer that most published research findings are based on true effects in the medical literature and in a wide range of disciplines. p-values in observational research may need to be empirically calibrated to be interpretable with respect to the commonly used significance threshold of 0.05. Violations of randomization in experimental studies may also result in situations where the use of p-curves is similarly unreliable.},
    number = {2},
    doi = {10.1371/journal.pone.0149144}
}

@Manual{bf,
    title = {BayesFactor: Computation of Bayes Factors for Common Designs},
    author = {Richard D. Morey and Jeffrey N. Rouder},
    year = {2015},
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    url = {https://CRAN.R-project.org/package=BayesFactor},
  }
  
@article{Vermeulen_2015,
	doi = {10.1080/19312458.2015.1096333},
	url = {https://doi.org/10.1080%2F19312458.2015.1096333},
	year = 2015,
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	title = {Blinded by the Light: How a Focus on Statistical {\textquotedblleft}Significance{\textquotedblright} May Causep-Value Misreporting and an Excess ofp-Values Just Below .05 in Communication Science},
	journal = {Communication Methods and Measures}}

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@article{doi:10.7717/peerj-cs.78, title={Decentralized provenance-aware publishing with nanopublications}, volume={2}, ISSN={2376-5992}, url={http://dx.doi.org/10.7717/peerj-cs.78}, DOI={10.7717/peerj-cs.78}, journal={PeerJ Computer Science}, publisher={PeerJ}, author={Kuhn, Tobias and Chichester, Christine and Krauthammer, Michael and Queralt-Rosinach, Núria and Verborgh, Ruben and Giannakopoulos, George and Ngonga Ngomo, Axel-Cyrille and Viglianti, Raffaele and Dumontier, Michel}, year={2016}, month={Aug}, pages={e78}}
@article{doi:10.7717/peerj.1935, title={Distributions ofp-values smaller than .05 in psychology: what is going on?}, volume={4}, ISSN={2167-8359}, url={http://dx.doi.org/10.7717/peerj.1935}, DOI={10.7717/peerj.1935}, journal={PeerJ}, publisher={PeerJ}, author={Hartgerink, Chris H. J. and Van Aert, Robbie C. M. and Nuijten, Michèle B. and Wicherts, Jelte M. and Van Assen, Marcel A.L.M.}, year={2016}, month={Apr}, pages={e1935}}

@article{doi:10.15626/mp2017.1001, 
  title={Inaugural Editorial of Meta-Psychology}, 
  url={http://doi.org/10.15626/mp2017.1001}, 
  DOI={10.15626/mp2017.1001}, 
  journal={Meta-Psychology},
  author={Carlsson, Rickard and Danielsson, Henrik and Heene, Moritz and Innes-Ker, Ase and Lakens, Daniel and Schimmack, Ulrich and Schoenbrodt, Felix D. and Van Assen, Marcel and Weinstein, Yana}, 
  year={2017}
}

@misc{doi:10.5281/zenodo.826643,
  author       = {Neylon, Cameron},
  title        = {{Knowledge Exchange Approach towards Open 
                   Scholarship}},
  month        = jul,
  year         = 2017,
  doi          = {10.5281/zenodo.826643},
  url          = {https://doi.org/10.5281/zenodo.826643}
}

@article{doi:10.1088/0952-4746/36/2/S82,
  author={Azby Brown and Pieter Franken and Sean Bonner and Nick Dolezal and Joe Moross},
  title={Safecast: successful citizen-science for radiation measurement and communication after Fukushima},
  journal={Journal of Radiological Protection},
  volume={36},
  number={2},
  pages={S82},
  url={http://stacks.iop.org/0952-4746/36/i=2/a=S82},
  year={2016},
  abstract={The Fukushima Daichi Nuclear Power Plant disaster, which began on 11 March 2011, provided a crucial opportunity to evaluate the state of preparation on the part the powerplant operator (TEPCO), relevant Japanese government agencies, and international oversight bodies, to gather necessary information on radiation risks quickly and to share it with those tasked with emergency response as well as with the general public. The inadequacy of this preparation and the chaotic nature of inter-agency and inter-governmental communication has been well noted in several official reports on the disaster. In response, Safecast, an international, volunteer-based organization devoted to monitoring and openly sharing information on environmental radiation and other pollutants, was initiated on 12 March 2011, one day following the start of the accident. Since then the group has implemented participatory, open-source, citizen-science-centered radiation mapping solutions developed through a process of collaborative open innovation. The information Safecast provided has proven useful to experts, to policy makers, and to the public. This paper briefly describes the methodology and toolsets Safecast has developed and deployed, as well as organizational and social aspects, and summarizes key results obtained to date. In addition, it discusses appropriate criteria for evaluating the success of citizen-science efforts like Safecast, and places it in context with other non-governmental radiation monitoring efforts.}
}

@book{isbn:9781786631398,
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}

@book{isbn:9780691148908,
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@book{isbn:9781784780838,
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}

@book{isbn:9780415278430,
  Author = {Karl Popper},
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}

@book{isbn:9780521387071,
  Author = {Stanley Wasserman and Katherine Faust},
  Title = {Social Network Analysis: Methods and Applications (Structural Analysis in the Social Sciences)},
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  ISBN = {0521387078},
}

@misc{mitchell,
  author       = {Mitchell, Jason},
  title        = {On the emptiness of failed replications},
  year         = 2014,
  url          = {https://web.archive.org/web/20150604192510/http://wjh.harvard.edu/~jmitchel/writing/failed_science.htm}
}

@misc{lse-rg,
  author       = {Kraker, Peter and Jordan, Katy and Lex, Elisabeth},
  title        = {The ResearchGate Score: a good example of a bad metric},
  year         = 2015,
  url          = {https://wayback.archive.org/web/20180820193406/http://blogs.lse.ac.uk/impactofsocialsciences/2015/12/09/the-researchgate-score-a-good-example-of-a-bad-metric/}
}

@misc{rg-job,
  author = {{ResearchGate}},
  title = {Sales Executive - Scientific Advertising},
  year = {2018},
  url = {https://wayback.archive.org/web/20180819153759/https://www.researchgate.net/careers/sales-executive-scientific-advertising-m-f-d-f37ad0d4-d42e-4ee9-b36d-317ed5032782}
}

@misc{rg-tos,
  author = {{ResearchGate}},
  title = {Terms of Service},
  year = {2018},
  url = {https://wayback.archive.org/web/20180819165540/https://www.researchgate.net/terms-of-service#obligations}
}

@misc{moz-ihr,
  author = {{Mozilla}},
  title = {Who's online and who isn't},
  year = {2018},
  url = {https://wayback.archive.org/web/20180821105950/https://internethealthreport.org/2018/whos-online-and-who-isnt/}
}

@misc{digicomist,
  author = {{Digiconomist}},
  title = {Bitcoin Energy Consumption Index},
  year = {2018},
  url = {https://wayback.archive.org/web/20180821110450/https://digiconomist.net/bitcoin-energy-consumption}
}

@misc{hvds,
  author = {Van de Sompel, Herbert},
  title = {{Scholarly Communication: Deconstruct & Decentralize?}},
  year = {2018},
  url = {https://www.youtube.com/watch?v=o4nUe-6Ln-8}
}

@book{isbn:9781138359338,
  Author = {Yihui Xie and J.J. Allaire and Garrett Grolemund},
  Title = {R Markdown: The Definitive Guide (Chapman \& Hall/CRC The R Series)},
  Publisher = {Chapman and Hall/CRC},
  Year = {2018},
  ISBN = {1138359335},
}

@book{isbn:9781784780432,
  Author = {Adam Greenfield},
  Title = {Radical Technologies: The Design of Everyday Life},
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  Year = {2017},
  ISBN = {178478043X},
}

@book{isbn:9789462403338,
  Author = {Esther Keymolen},
  Title = {Trust on the Line: A Philosophical Exploration of Trust in the Networked Era},
  Publisher = {Wolf Legal Publishers},
  Year = {2016},
  ISBN = {9462403333},
}

@book{isbn:9781784786236,
  Author = {Linsey McGoey},
  Title = {No Such Thing as a Free Gift: The Gates Foundation and the Price of Philanthropy},
  Publisher = {Verso},
  Year = {2016},
  ISBN = {1784786233},
}

@article{doi:10.1126/science.aan6980,
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  year = 2017,
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  publisher = {American Association for the Advancement of Science ({AAAS})},
  author = {Dalmeet Chawla},
  title = {Great paper? Swipe right on the new `Tinder for preprints' app},
  journal = {Science}
}

@article{doi:10.1093/biomet/6.1.1,
  doi = {10.1093/biomet/6.1.1},
  url = {https://doi.org/10.1093%2Fbiomet%2F6.1.1},
  year = 1908,
  month = {mar},
  publisher = {Oxford University Press ({OUP})},
  volume = {6},
  number = {1},
  pages = {1--25},
  author = {Student},
  title = {THE PROBABLE ERROR OF A MEAN},
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}

@article{doi:10.1057/palcomms.2016.105,
  doi = {10.1057/palcomms.2016.105},
  url = {https://doi.org/10.1057%2Fpalcomms.2016.105},
  year = 2017,
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  author = {Samuel Moore and Cameron Neylon and Martin Paul Eve and Daniel Paul O'Donnell and Damian Pattinson},
  title = {{\textquotedblleft}Excellence R Us{\textquotedblright}: university research and the fetishisation of excellence},
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}

@article{doi:10.1038/d41586-018-05729-2,
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  publisher = {Springer Nature},
  volume = {559},
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  pages = {311--312},
  author = {Richard Van Noorden},
  title = {Science journals end open-access trial with Gates Foundation},
  journal = {Nature}
}

@article{doi:10.1038/d41586-018-05191-0,
  doi = {10.1038/d41586-018-05191-0},
  url = {https://doi.org/10.1038%2Fd41586-018-05191-0},
  year = 2018,
  month = {may},
  publisher = {Springer Nature},
  volume = {557},
  number = {7706},
  pages = {479--480},
  author = {Holly Else},
  title = {Europe's open-access drive escalates as university stand-offs spread},
  journal = {Nature}
}

@article{doi:10.1038/d41586-017-08589-4,
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  year = 2017,
  month = {dec},
  publisher = {Springer Nature},
  volume = {552},
  number = {7685},
  pages = {301--302},
  author = {Andy Extance},
  title = {Could Bitcoin technology help science?},
  journal = {Nature}
}

@article{doi:10.1038/512126a,
  doi = {10.1038/512126a},
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  year = 2014,
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  publisher = {Springer Nature},
  volume = {512},
  number = {7513},
  pages = {126--129},
  author = {Richard Van Noorden},
  title = {Online collaboration: Scientists and the social network},
  journal = {Nature}
}

@article{doi:10.1371/journal.pone.0202120,
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  year = 2018,
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  editor = {Sergi Lozano},
  title = {Vanishing industries and the rising monopoly of universities in published research},
  journal = {{PLOS} {ONE}}
}

@BOOK{isbn:9781433805615,
  title     = {Publication manual of the American Psychological Association},
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  author    = "{American Psychological Association}",
  publisher = "American Psychological Association",
  edition   = "6th",
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}

@INCOLLECTION{Aberson2010-xa,
  title     = "{What is power? Why is power important?}",
  booktitle = "{Applied power analysis for the behavioral sciences}",
  author    = "Aberson, Christopher L",
  editor    = "Aberson, Christopher L",
  publisher = "Routledge",
  year      =  2010,
  address   = "New York, NY"
}

@BOOK{Hedges1985-dy,
  title     = "{Statistical methods for meta-analysis}",
  author    = "Hedges, L V and Olkin, I",
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}

@MISC{Epskamp2015-ps,
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  year   =  2015,
  url    = "https://cran.r-project.org/web/packages/statcheck/index.html"
}

@incollection{Steiger1997-qq,
  title     = "{Noncentrality interval estimation and the evaluation of
               statistical models}",
  author    = "Steiger, James H and Fouladi, Rachel T",
  booktitle   = "What if there were no significance tests",
  publisher = "Psychology Press",
  address = "New York, NY",
  year      =  1997,
  editor = {Harlow, Lisa L. and Mulaik, Stanley A. and Steiger, James H}
}

@book{isbn:9781119964377,
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  ISBN = {},
}

@book{isbn:9780534243128,
  Author = {George Casella and Roger L. Berger},
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}

@Book{isbn:9780470870150,
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 isbn = {9780470870150}
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@article{doi:10.1016/j.paid.2016.06.069, title={Effect size guidelines for individual differences researchers}, volume={102}, ISSN={0191-8869}, url={http://dx.doi.org/10.1016/j.paid.2016.06.069}, DOI={10.1016/j.paid.2016.06.069}, journal={Personality and Individual Differences}, publisher={Elsevier BV}, author={Gignac, Gilles E. and Szodorai, Eva T.}, year={2016}, month={Nov}, pages={74–78}}
@book{isbn:9780805802832,
  Author = {Jacob Cohen},
  Title = {Statistical Power Analysis for the Behavioral Sciences (2nd Edition)},
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@article{doi:10.1037/h0076157, title={Consequences of prejudice against the null hypothesis.}, volume={82}, ISSN={0033-2909}, url={http://dx.doi.org/10.1037/h0076157}, DOI={10.1037/h0076157}, number={1}, journal={Psychological Bulletin}, publisher={American Psychological Association (APA)}, author={Greenwald, Anthony G.}, year={1975}, pages={1–20}}
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@article{doi:10.1038/483531a, title={Raise standards for preclinical cancer research}, volume={483}, ISSN={1476-4687}, url={http://dx.doi.org/10.1038/483531a}, DOI={10.1038/483531a}, number={7391}, journal={Nature}, publisher={Springer Nature}, author={Begley, C. Glenn and Ellis, Lee M.}, year={2012}, month={Mar}, pages={531–533}}
@article{doi:10.1053/j.seminhematol.2008.04.003, title={A Dirty Dozen: Twelve P-Value Misconceptions}, volume={45}, ISSN={0037-1963}, url={http://dx.doi.org/10.1053/j.seminhematol.2008.04.003}, DOI={10.1053/j.seminhematol.2008.04.003}, number={3}, journal={Seminars in Hematology}, publisher={Elsevier BV}, author={Goodman, Steven}, year={2008}, month={Jul}, pages={135–140}}
@article{doi:10.1080/01621459.2016.1240079, title={On the Reproducibility of Psychological Science}, volume={112}, ISSN={1537-274X}, url={http://dx.doi.org/10.1080/01621459.2016.1240079}, DOI={10.1080/01621459.2016.1240079}, number={517}, journal={Journal of the American Statistical Association}, publisher={Informa UK Limited}, author={Johnson, Valen E. and Payne, Richard D. and Wang, Tianying and Asher, Alex and Mandal, Soutrik}, year={2016}, month={Oct}, pages={1–10}}
@article{doi:10.1111/j.2044-8317.1978.tb00578.x, title={Estimating effect size: Bias resulting from the significance criterion in editorial decisions}, volume={31}, ISSN={0007-1102}, url={http://dx.doi.org/10.1111/j.2044-8317.1978.tb00578.x}, DOI={10.1111/j.2044-8317.1978.tb00578.x}, number={2}, journal={British Journal of Mathematical and Statistical Psychology}, publisher={Wiley}, author={Lane, David M. and Dunlap, William P.}, year={1978}, month={Nov}, pages={107–112}}
@article{doi:10.1126/science.aad7243, title={Comment on “Estimating the reproducibility of psychological science”}, volume={351}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.aad7243}, DOI={10.1126/science.aad7243}, number={6277}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Gilbert, D. T. and King, G. and Pettigrew, S. and Wilson, T. D.}, year={2016}, month={Mar}, pages={1037–1037}}
@article{doi:10.1126/science.aad9163, title={Response to Comment on “Estimating the reproducibility of psychological science”}, volume={351}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.aad9163}, DOI={10.1126/science.aad9163}, number={6277}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Anderson, C. J. and Bahnik,  t pan and Barnett-Cowan, M. and Bosco, F. A. and Chandler, J. and Chartier, C. R. and Cheung, F. and Christopherson, C. D. and Cordes, A. and Cremata, E. J. and et al.}, year={2016}, month={Mar}, pages={1037–1037}}
@article{doi:10.1126/science.aaf0918, title={Evaluating replicability of laboratory experiments in economics}, volume={351}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.aaf0918}, DOI={10.1126/science.aaf0918}, number={6280}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Camerer, C. F. and Dreber, A. and Forsell, E. and Ho, T.-H. and Huber, J. and Johannesson, M. and Kirchler, M. and Almenberg, J. and Altmejd, A. and Chan, T. and et al.}, year={2016}, month={Mar}, pages={1433–1436}}
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@book{isbn:9781786635471,
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@book{isbn:9781400851911,
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@article{doi:10.7717/peerj.4375,
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@article{doi:10.3390/publications6020021,
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@article{doi:10.3389/fncom.2012.00019,
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@article{doi:10.3233/978-1-61499-744-3-107,
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@article{doi:10.1126/science.aaf5664,
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@article{doi:10.1629/uksg.215,
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@article{doi:10.1371/journal.pone.0167475,
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  abstract = {The goal of Open Knowledge Maps is to create a visual interface to the world’s scientific knowledge. The base for this visual interface consists of so-called knowledge maps, which enable the exploration of existing knowledge and the discovery of new knowledge. Our open source knowledge mapping software applies a mixture of summarization techniques and similarity measures on article metadata, which are iteratively chained together. After processing, the representation is saved in a database for use in a web visualization. In the future, we want to create a space for collective knowledge mapping that brings together individuals and communities involved in exploration and discovery. We want to enable people to guide each other in their discovery by collaboratively annotating and modifying the automatically created maps.},
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@MISC{ellemers,
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