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</head>

<body lang=3DEN-US link=3Dblue vlink=3Dpurple style=3D'tab-interval:.5in'>

<div class=3DSection1>

<p class=3DMsoTitle><a name=3D"_Toc91046089"></a><a name=3D"_Toc79305483"><=
span
style=3D'mso-bookmark:_Toc91046089'><span style=3D'font-variant:normal !imp=
ortant;
text-transform:uppercase'>Mediation of Group Cognition</span></span></a><sp=
an
style=3D'font-variant:normal !important;text-transform:uppercase'> <o:p></o=
:p></span></p>

<p class=3DAuthor>Gerry Stahl</p>

<p class=3DAffiliation><st2:place w:st=3D"on"><st2:PlaceType w:st=3D"on">Co=
llege</st2:PlaceType>
 of <st2:PlaceName w:st=3D"on">Information Science</st2:PlaceName></st2:pla=
ce>
and Technology</p>

<p class=3DAffiliation><st2:PlaceName w:st=3D"on">Drexel</st2:PlaceName> <s=
t2:PlaceType
w:st=3D"on">University</st2:PlaceType>, <st2:place w:st=3D"on"><st2:City w:=
st=3D"on">Philadelphia</st2:City>,
 <st2:State w:st=3D"on">PA</st2:State></st2:place></p>

<p class=3DAddress><a href=3D"mailto:Gerry.Stahl@drexel.edu">Gerry.Stahl@dr=
exel.edu</a></p>

<p class=3DMsoNormal><o:p>&nbsp;</o:p></p>

<h2>1. Mediation of Group Cognition</h2>

<p class=3DMsoNormal>The term &#8220;community-based learning&#8221; can re=
fer to
a variety of forms of learning. One can, for instance, insist on an
individualistic notion of learning and argue that individual learning can be
enhanced by factors that may influence it from a supportive community
environment. At the other theoretical extreme, one can propose a social
conception of learning and claim that most important knowledge building tak=
es
place at the community level, while individual learning is a secondary matt=
er
of internalization, acculturation or increased participation in community.
Here, we will stake out a middle ground: that community-based learning shou=
ld
be analyzed at the intermediate level of small groups of individuals within=
 the
community.<a style=3D'mso-footnote-id:ftn1' href=3D"#_ftn1" name=3D"_ftnref=
1" title=3D""><span
class=3DMsoFootnoteReference><span style=3D'font-size:9.0pt;mso-bidi-font-s=
ize:
12.0pt'><span style=3D'mso-special-character:footnote'><![if !supportFootno=
tes]><span
class=3DMsoFootnoteReference><span style=3D'font-size:9.0pt;mso-bidi-font-s=
ize:
12.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;
mso-fareast-language:EN-US;mso-bidi-language:AR-SA'>[1]</span></span><![end=
if]></span></span></span></a>
We point out that small groups typically mediate the relationship of
communities to their members and we propose a consideration of small group
cognition as an alternative methodological focus to either cognition in the
head of individuals or the cultural knowledge of a whole community. This
approach has practical implications for CSCL and CSCW: collaboration is tak=
en
to be a potential emergent phenomenon of small group interaction, and the
computer support of collaboration is analyzed as an enabling technology who=
se
design and use forms and transforms the nature of the interactions.</p>

<p class=3DMsoNormal>Let us consider this article&#8217;s title a word at a=
 time.
<i style=3D'mso-bidi-font-style:normal'>Mediation</i> is the most complex a=
nd
unfamiliar term. In popular and legal usage, it might refer to the interven=
tion
of a third party to resolve a dispute between two people. In philosophy, it=
 is
related to <i style=3D'mso-bidi-font-style:normal'>media</i>, <i
style=3D'mso-bidi-font-style:normal'>middle</i> and <i style=3D'mso-bidi-fo=
nt-style:
normal'>intermediate</i>. So in CSCL or CSCW, we can say that a software
environment provides a <i style=3D'mso-bidi-font-style:normal'>medium</i> f=
or
collaboration or that it plays an <i style=3D'mso-bidi-font-style:normal'>i=
ntermediate</i>
role in the <i style=3D'mso-bidi-font-style:normal'>midst</i> of the
collaborators. The contact between the collaborators is not direct or <i
style=3D'mso-bidi-font-style:normal'>im-mediate</i>, but is <i style=3D'mso=
-bidi-font-style:
normal'>mediated</i> by the software. Recognizing that when human interacti=
on
takes place through a technological medium the technical characteristics
influence&#8212;or <i style=3D'mso-bidi-font-style:normal'>mediate</i>&#821=
2;the
nature of the interaction, we can inquire into the effects of various media=
 on
collaboration. For a given task, for instance, should people use a text-bas=
ed,
asynchronous medium? How does this choice both facilitate and constrain the=
ir
interaction? If the software intervenes between collaborating people, how
should it represent them to each other so as to promote social bonding and
understanding of each other&#8217;s work?</p>

<p class=3DMsoNormal>The preposition in the phrase is ambiguous. Is <i
style=3D'mso-bidi-font-style:normal'>of</i> to be taken in a passive or
possessive sense? Does the mediation <i style=3D'mso-bidi-font-style:normal=
'>of</i>
group cognition refer to how the group cognition is mediated by the technol=
ogy?
Or, conversely, does it refer to how collaboration and shared meaning are
mediated by the group cognition&#8217;s act of mediating? This ambiguity is=
 not
accidental: in processes of mediation, that which is mediated, that which
mediates and the mediation itself tend to merge into a process of
co-determination in which each is defined and refined by the others.</p>

<p class=3DMsoNormal>By itself, the term <i style=3D'mso-bidi-font-style:no=
rmal'>group</i>
is quite straight-forward. In this context, we can take it to refer to a sm=
all
set of people, usually numbering about three to six. But combined with the =
term
<i style=3D'mso-bidi-font-style:normal'>cognition</i>, it strikes many peop=
le as
counter-intuitive. This is because cognition is often assumed to be associa=
ted
with psychological processes in individual minds. </p>

<p class=3DMsoNormal>The usual story about cognition, at least in the Weste=
rn
culture of the past three hundred years, goes something like this: an
individual experiences reality through his (<i style=3D'mso-bidi-font-style=
:normal'>sic</i>,
the paradigmatic rational thinker in this tradition is often assumed to be
male) senses. He thinks about this experience in his mind; c<i
style=3D'mso-bidi-font-style:normal'>ognition</i>, stemming from the Latin =
<i
style=3D'mso-bidi-font-style:normal'>cogito</i> for &#8220;I think,&#8221; =
refers
to mental activities that take place in the individual thinker&#8217;s head=
. He
may articulate a mental thought by putting it into language, stating it as a
linguistic proposition whose truth value is a function of the
proposition&#8217;s correspondence with a state of affairs in the world.
Language is a medium for transferring meanings from one mind to another by
representing reality. The recipient of a stated proposition understands its
meaning based on his own sense experience as well as his rather unproblemat=
ic
understanding of the meanings of language.</p>

<p class=3DMsoNormal>The story based on the mediation of group cognition is
rather different: in this view, language is an infinitely generative system=
 of
symbolic artifacts (words, phrases, genres, etc.) that embody the cultural
experiences of a community. It is a social product of the interaction of
groups&#8212;not primarily of individuals&#8212;discussing and acting in the
world in culturally mediated ways. Individuals who are socialized into the
community learn to speak and understand language as part of their learning =
in
order to participate in that community. In the process, they internalize the
use of language: e.g., as silent self-talk, internal dialog, rehearsed talk,
narratives of rational accountability, senses of morality, conflicted dream
lives, habits, personal identities and their tacit background knowledge lar=
gely
preserved in language understanding. In this story, cognition takes place
primarily in group processes of inter-personal interaction, including
mother-child, best friends, husband-wife, teacher-student, boss-employee,
extended family, social network, gang, tribe, neighborhood, community of
practice, etc. The products of cognition&#8212;thoughts&#8212;exist in
discourse, symbolic representations, meaningful gestures, patterns of behav=
ior;
they persist in texts and other inscriptions, in physical artifacts, in
computer databases, in cultural standards and in the memories of individual
minds. Individual cognition emerges as a secondary effect, although it later
seems to acquire a dominant role in our introspective narratives.</p>

<p class=3DMsoNormal>Most people have trouble accepting the group-based sto=
ry at
first and then starting to view collaborative phenomena in these terms. Let=
 us
take a closer look at the philosophical view which is sedimented in the term
&#8220;mediation.&#8221; It belongs to a tradition that undertook a fundame=
ntal
critique of the individualistic perspective that goes back to Descartes and=
 even
Plato, and that underlies common folk theories about cognition.</p>

<h2><a name=3D"_Toc79305484">2. Deconstructing Mediation</a></h2>

<p class=3DMsoNormal>We can start to deconstruct the term <i style=3D'mso-b=
idi-font-style:
normal'>mediation</i> as used in CSCL and CSCW by looking at its use in Lave
&amp; Wenger&#8217;s seminal <i style=3D'mso-bidi-font-style:normal'>Situat=
ed
Learning</i> <st1:citation w:st=3D"on">[2]</st1:citation>:</p>

<p class=3DQuote style=3D'margin-right:.5in'>&#8220;Briefly, a theory of so=
cial
practice emphasizes the relational interdependency of agent and world,
activity, meaning, cognition, learning and knowing&#8230;. Knowledge of the
socially constituted world is socially mediated and open ended.&#8221;</p>

<p class=3DMsoNormal>This theory of social practice can be traced back to H=
egel
and Marx by way of Vygotsky. Vygotsky described what is distinctive to human
cognition, psychological processes that are not simply biological abilities=
, as
<i style=3D'mso-bidi-font-style:normal'>mediated cognition</i>. He analyzed=
 how
both signs (words, gestures) and tools (instruments) act as artifacts that
mediate human thought and behavior&#8212;and he left the way open for other
forms of mediation: &#8220;A host of other mediated activities might be nam=
ed;
cognitive activity is not limited to the use of tools or signs&#8221; <st1:=
citation
w:st=3D"on">[5]</st1:citation>. Vygotsky recommended replacing the exclusive
focus on individual development with a &#8220;zone of proximal
development&#8221; that assessed group cognition, the ability of small grou=
ps
to achieve intellectual results <st1:citation w:st=3D"on">[5]</st1:citation=
>.</p>

<p class=3DMsoNormal>Vygotsky attributes the concept of indirect or mediate=
d activity
to Hegel and Marx. Where Hegel loved to analyze how two phenomena constitute
each other dialectically&#8212;such as the master and slave whose identity
arises through their relationship to each other&#8212;Marx always showed how
the relationships arose in concrete socio-economic history, such as the ris=
e of
conflict between the capitalist class and the working class with the
establishment of commodity exchange and wage labor. The minds, identities a=
nd
social relations of individuals are mediated and formed by the primary fact=
ors
of the contexts in which they are situated.</p>

<p class=3DMsoNormal>The term <i style=3D'mso-bidi-font-style:normal'>media=
tion</i>
takes on a variety of interrelated meanings and roles in discussions of soc=
ial
theory. The point here is to start to think of group collaboration software=
 as
artifacts that mediate the cognition of their individual users and support =
the
group cognition of their user community.</p>

<h2><a name=3D"_Toc79305485">3. Mediation by Groups</a> </h2>

<p class=3DMsoNormal>Small groups are the engines of knowledge building. The
knowing that small groups build up in manifold forms is what becomes intern=
alized
by their members as individual learning and externalized in their communiti=
es
as certifiable knowledge. At least, that is a central premise of this artic=
le. </p>

<p class=3DMsoNormal>Although we can see many examples of the decisive role=
 of
small groups, their pivotal function is rarely acknowledged. For instance, =
the
two prevailing paradigms of learning in CSCL&#8212;which may be referred to=
 as
the acquisition metaphor and the participation metaphor <st1:citation w:st=
=3D"on">[3]</st1:citation>&#8212;focus
on the individual and the community respectively, not on the intermediate s=
mall
group. In the acquisition metaphor, learning consists in the acquisition of
knowledge by an individual; for instance, a student acquires facts from a
teacher&#8217;s lesson. In the participation metaphor, learning consists in
knowledgeable participation in a community of practice; for instance, an
apprentice becomes a more skilled practitioner of a trade. But if one looks
closely at the examples typically given to illustrate each paradigm, one se=
es
that there is usually a small group at work in the specific learning situat=
ion.
In a healthy classroom there are likely to be cliques of students learning
together in subtle ways, even if the lesson is not organized as collaborati=
ve
learning with formal group work. Their group practices may be structured in=
 ways
that support individual participants to learn as the group builds knowledge.
The peer group may also resist the official educational goals; the small gr=
oup
defines what is to be valued as learning. In apprenticeship training, a mas=
ter
is likely to work with a few apprentices, and they work together in various
ways as a small group; it is not as though all the apprentice tailors or
carpenters or architects in a city are being trained together. The communit=
y of
practice functions through an effective division into small working groups.=
</p>

<p class=3DMsoNormal>Some theories, like activity theory <st1:citation w:st=
=3D"on">[1]</st1:citation>,
insist on viewing learning at both the individual and the community level.
Although their examples again typically feature small groups, the general
theory highlights the individual and the large community, but has no
theoretical representation of the critical small groups in which individuals
carry on their concrete interactions and into which the community is
hierarchically structured.</p>

<p class=3DMsoNormal>My own experience in research collaborations and in my
apprenticeships in philosophy and computer science impressed me with the
importance of working groups, reading circles and informal professional
discussion occasions for the genesis of new ideas and insights. The same ca=
n be
seen on a world-historical scale. Quantum jumps in human knowledge emerge f=
rom
centers of group interaction: the Bauhaus designers at <st2:City w:st=3D"on=
">Weimar</st2:City>,
the post-impressionist artists in <st2:City w:st=3D"on">Paris</st2:City> sa=
lons,
the <st2:Street w:st=3D"on"><st2:address w:st=3D"on">Vienna Circle</st2:add=
ress></st2:Street>,
the <st2:place w:st=3D"on"><st2:PlaceName w:st=3D"on">Frankfurt</st2:PlaceN=
ame> <st2:PlaceType
 w:st=3D"on">School</st2:PlaceType></st2:place>&#8212;in the past these
communities were necessarily geographic locations where people could come
together in small groups at the same time and place.</p>

<p class=3DMsoNormal>The obvious question, once we recognize the catalytic =
role
of small groups in knowledge building, is: can we design computer-supported
environments to create effective groups across time and space? In order to
achieve this, we need a degree of understanding of small group cognition th=
at
does not currently exist. In order to design effective mediated collaborati=
on,
we need to develop a theory of mediated collaboration based on a design
research agenda of analysis of small group cognition.</p>

<p class=3DMsoNormal>Most theories of knowledge building in working and lea=
rning
have focused primarily on the two extreme scales: the <span style=3D'mso-bi=
di-font-weight:
bold'>individual</span> unit of analysis as the <span style=3D'mso-bidi-fon=
t-weight:
bold'>acquirer</span> of knowledge and the <span style=3D'mso-bidi-font-wei=
ght:
bold'>community</span> unit of analysis as the context within which <span
style=3D'mso-bidi-font-weight:bold'>participation</span> takes place. We no=
w need
to focus on the intermediate scale: the <span style=3D'mso-bidi-font-weight=
:bold'>small
group</span> unit of analysis as the <span style=3D'mso-bidi-font-weight:bo=
ld'>discourse</span>
in which <span style=3D'mso-bidi-font-weight:bold'>knowledge</span> actually
emerges.</p>

<p class=3DMsoNormal>Following are some research hypotheses for a theory of=
 small
group cognition:</p>

<ul style=3D'margin-top:0in' type=3Ddisc>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>The
     small group is the unit that mediates between <span style=3D'mso-bidi-=
font-weight:
     bold'>individual</span> learning and <span style=3D'mso-bidi-font-weig=
ht:
     bold'>community learning</span>. </li>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Community
     <span style=3D'mso-bidi-font-weight:bold'>participation</span> takes p=
lace
     primarily within small group activities. </li>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Individual
     learning is <span style=3D'mso-bidi-font-weight:bold'>acquired</span>
     through participation in these small group activities. </li>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Both
     <span style=3D'mso-bidi-font-weight:bold'>individual identities</span>=
 and <span
     style=3D'mso-bidi-font-weight:bold'>community</span> <span style=3D'ms=
o-bidi-font-weight:
     bold'>practices</span> are formed through small group activities.</li>
</ul>

<p class=3DMsoNormal>Here are some theoretical issues to be investigated in=
 such
a research program focused on the small group unit of analysis:</p>

<ul style=3D'margin-top:0in' type=3Ddisc>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Can
     we make learning visible in group discourse (so we do not have to rely
     upon measures of indirect learning outcomes)?</li>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Can
     we identify meaning-making and knowledge-building at the group unit?</=
li>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Can
     we say that it is possible for a group, as such, to think, learn, build
     knowledge or construct meanings that cannot be attributed to any of the
     group members individually?</li>
 <li class=3DMsoNormal style=3D'mso-list:l0 level1 lfo1;tab-stops:list .5in=
 left 1.0in 2.0in 3.0in 4.0in dotted 4.9in'>Can
     processes of group cognition provide a basis for individual cognition =
and
     learning?</li>
</ul>

<p class=3DMsoNormal>The size of groups can vary enormously. Our examples t=
end to
be of small groups of a few people meeting for short periods. Given the
hypothesized importance of this scale, it is surprising how little research=
 on
computer-supported collaboration has focused methodologically on this unit.
Traditional approaches to learning measure effects on individuals. More rec=
ent
writings talk about communities of practice. Many studies of collaboration =
that
do talk of groups look only at dyads, where interactions are easier to desc=
ribe
and qualitatively different from those in larger small groups. </p>

<p class=3DMsoNormal>The emphasis on the group as a unit of analysis belong=
s at
the foundation of a science of collaboration. It is not just a matter of
claiming that it is time to focus software development on groupware and to
develop appropriate techniques (e.g., for assessment of groupware). It is a=
lso
a methodological rejection of individualism as a focus of empirical analysis
and cognitive theory. Software should support cooperative work and
collaborative learning; it should be assessed at the group level and it sho=
uld
be designed to foster group cognition. For that, we need a fitting theoreti=
cal
framework centered on an understanding of the role of small groups and the
mediation of group cognition.</p>

<h2>4. References</h2>

<p class=3DStyleReferencesLeft0Firstline0><st1:citation w:st=3D"on">[1.]</s=
t1:citation>
<!--[if supportFields]><span style=3D'mso-element:field-begin'></span><span
style=3D'mso-spacerun:yes'>&nbsp;</span>ADDIN EN.REFLIST <span style=3D'mso=
-element:
field-separator'></span><![endif]-->Engestr&ouml;m, Y. 1999. Activity theory
and individual and social transformation. In Y. Engestr&ouml;m, R. Miettinen
&amp; R.-L. Punam&auml;ki (Eds.), <i style=3D'mso-bidi-font-style:normal'>P=
erspectives
on activity theory</i> Cambridge, UK: Cambridge University Press. pp. 19--3=
8.</p>

<p class=3DStyleReferencesLeft0Firstline0>[2.] Lave, J., &amp; Wenger, E. 1=
991. <i
style=3D'mso-bidi-font-style:normal'>Situated learning: Legitimate peripher=
al
participation</i>. Cambridge, UK: Cambridge University Press.</p>

<p class=3DStyleReferencesLeft0Firstline0>[3.] Sfard, A. 1998. On two metap=
hors
for learning and the dangers of choosing just one. <i style=3D'mso-bidi-fon=
t-style:
normal'>Educational Researcher, 27</i>(2): 4--13.</p>

<p class=3DStyleReferencesLeft0Firstline0>[4.] Stahl, G. (in press). <i
style=3D'mso-bidi-font-style:normal'>Group cognition: Computer support for
collaborative knowledge building</i>. Cambridge, MA: MIT Press. Retrieved f=
rom <a
href=3D"http://www.cis.drexel.edu/faculty/gerry/mit/">http://www.cis.drexel.=
edu/faculty/gerry/mit/</a>.</p>

<p class=3DStyleReferencesLeft0Firstline0>[5.] Vygotsky, L. 1930/1978. <i
style=3D'mso-bidi-font-style:normal'>Mind in society</i>. Cambridge, MA: Ha=
rvard
University Press.</p>

<p class=3DMsoNormal><!--[if supportFields]><span style=3D'mso-element:fiel=
d-end'></span><![endif]--><o:p>&nbsp;</o:p></p>

</div>

<div style=3D'mso-element:footnote-list'><![if !supportFootnotes]><br clear=
=3Dall>

<hr align=3Dleft size=3D1 width=3D"33%">

<![endif]>

<div style=3D'mso-element:footnote' id=3Dftn1>

<p class=3DMsoNormal><a style=3D'mso-footnote-id:ftn1' href=3D"#_ftnref1" n=
ame=3D"_ftn1"
title=3D""><span class=3DMsoFootnoteReference><span style=3D'font-size:9.0p=
t;
mso-bidi-font-size:12.0pt'><span style=3D'mso-special-character:footnote'><=
![if !supportFootnotes]><span
class=3DMsoFootnoteReference><span style=3D'font-size:9.0pt;mso-bidi-font-s=
ize:
12.0pt;mso-fareast-font-family:"Times New Roman";mso-ansi-language:EN-US;
mso-fareast-language:EN-US;mso-bidi-language:AR-SA'>[1]</span></span><![end=
if]></span></span></span></a>
This paper is excerpted from <!--[if supportFields]><span style=3D'mso-elem=
ent:
field-begin'></span><span style=3D'mso-spacerun:yes'>&nbsp;</span>ADDIN EN.=
CITE
&lt;EndNote&gt;&lt;Cite&gt;&lt;Author&gt;Stahl&lt;/Author&gt;&lt;Year&gt;in
press&lt;/Year&gt;&lt;RecNum&gt;447&lt;/RecNum&gt;&lt;MDL&gt;&lt;REFERENCE_=
TYPE&gt;1&lt;/REFERENCE_TYPE&gt;&lt;REFNUM&gt;447&lt;/REFNUM&gt;&lt;AUTHORS=
&gt;&lt;AUTHOR&gt;Stahl,
Gerry&lt;/AUTHOR&gt;&lt;/AUTHORS&gt;&lt;YEAR&gt;in
press&lt;/YEAR&gt;&lt;TITLE&gt;Collaborating with Technology: Mediation of
Group
Cognition&lt;/TITLE&gt;&lt;SECONDARY_AUTHORS&gt;&lt;SECONDARY_AUTHOR&gt;B.
Nardi&lt;/SECONDARY_AUTHOR&gt;&lt;/SECONDARY_AUTHORS&gt;&lt;SECONDARY_TITLE=
&gt;Acting
with technology&lt;/SECONDARY_TITLE&gt;&lt;PLACE_PUBLISHED&gt;Cambridge,
MA&lt;/PLACE_PUBLISHED&gt;&lt;PUBLISHER&gt;MIT
Press&lt;/PUBLISHER&gt;&lt;URL&gt;http://www.cis.drexel.edu/faculty/gerry/m=
it/&lt;/URL&gt;&lt;/MDL&gt;&lt;/Cite&gt;&lt;/EndNote&gt;<span
style=3D'mso-element:field-separator'></span><![endif]-->(Stahl, in press)<=
!--[if supportFields]><span
style=3D'mso-element:field-end'></span><![endif]-->, where issues of group
cognition are considered at length <st1:citation w:st=3D"on">[4]</st1:citat=
ion>.</p>

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