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              <div>Dear All,</div>
              <div>I put a few slides comparing the versions B and A,
                using the tracks reconstructed and identified by EB,
                which are indeed real tracks existing in the generated
                MC.</div>
              <div>You can see from <a
                  href="https://userweb.jlab.org/~avakian/tmp/MC-comparison-B-vs-A.pdf"
                  target="_blank" moz-do-not-send="true">https://userweb.jlab.org/~avakian/tmp/MC-comparison-B-vs-A.pdf</a></div>
              <div>that B has few percent more for e- and e-pion pairs
                for no background version, but most importantly the
                number of real tracks reconstructed with background,
                 increases to ~20% for electron + 1 hadron. With tighter
                and tighter fiducial cuts, that fraction seems to
                decrease. We can check the impact of edges. In any case
                those are real tracks, with possibly slightly worse
                energy and angular spreads.</div>
              <div>Best,</div>
              <div>Harut</div>
              <div><br>
              </div>
              <br>
              <div class="gmail_quote">
                <div dir="ltr" class="gmail_attr">On Mon, Aug 23, 2021
                  at 1:07 PM Raffaella De Vita <<a
                    href="mailto:Raffaella.Devita@ge.infn.it"
                    target="_blank" moz-do-not-send="true">Raffaella.Devita@ge.infn.it</a>>
                  wrote:<br>
                </div>
                <blockquote class="gmail_quote" style="margin:0px 0px
                  0px
0.8ex;border-left-width:1px;border-left-style:solid;border-left-color:rgb(204,204,204);padding-left:1ex">
                  <div
                    style="word-wrap:break-word;line-break:after-white-space">Dear
                    All,
                    <div>Thanks a lot to Daniel and Stepan for analyzing
                      the newly processed data. If you are available, we
                      could discuss these results (as well as others
                      that may be available) at this week software
                      meeting.</div>
                    <div><br>
                    </div>
                    <div>Meanwhile, we have been doing some checks to
                      understand the difference Stepan found when
                      comparing the J/psi yield to pass1 and we can
                      discuss that as well.</div>
                    <div><br>
                    </div>
                    <div>For anyone interested in looking at these data,
                      we have also run trains on the A and B samples
                      using the last train configuration adopted by
                      RG-A. Outputs are available in </div>
                    <div>/volatile/clas12/users/clas12/mlt11/dst/trainA</div>
                    <div>/volatile/clas12/users/clas12/mlt11/dst/trainB</div>
                    <div>See /volatile/clas12/users/clas12/mlt11/dst/trainA/dstai/train/README.json
                      for the train configuration.</div>
                    <div>Best regards,</div>
                    <div><span style="white-space:pre-wrap">      </span>Raffaella<br>
                      <div><br>
                        <blockquote type="cite">
                          <div>On 23 Aug 2021, at 01:48, Valery
                            Kubarovsky <<a href="mailto:vpk@jlab.org"
                              target="_blank" moz-do-not-send="true">vpk@jlab.org</a>>
                            wrote:</div>
                          <br>
                          <div>
                            <div
style="font-style:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration:none;font-family:Calibri,Arial,Helvetica,sans-serif;font-size:14pt;background-color:rgb(255,255,255)">Dan,</div>
                            <div
style="font-style:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration:none;font-family:Calibri,Arial,Helvetica,sans-serif;font-size:14pt;background-color:rgb(255,255,255)">I
                              don't see any fits in your plot. Do you
                              count just the number of the events to
                              compare A and B?</div>
                            <div
style="font-style:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration:none;font-family:Calibri,Arial,Helvetica,sans-serif;font-size:14pt;background-color:rgb(255,255,255)">Thanks,</div>
                            <div
style="font-style:normal;font-variant-caps:normal;font-weight:normal;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration:none;font-family:Calibri,Arial,Helvetica,sans-serif;font-size:14pt;background-color:rgb(255,255,255)">Valery</div>
                            <div
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                              <div
                                id="m_-5370798948807593578gmail-m_-7993890716373280829divRplyFwdMsg"
                                dir="ltr"><font style="font-size:11pt"
                                  face="Calibri, sans-serif"><b>From:</b><span> </span>Clas12_software
                                  <<a
                                    href="mailto:clas12_software-bounces@jlab.org"
                                    target="_blank"
                                    moz-do-not-send="true">clas12_software-bounces@jlab.org</a>>
                                  on behalf of Nathan Baltzell <<a
                                    href="mailto:baltzell@jlab.org"
                                    target="_blank"
                                    moz-do-not-send="true">baltzell@jlab.org</a>><br>
                                  <b>Sent:</b><span> </span>Saturday,
                                  August 21, 2021 16:42<br>
                                  <b>To:</b><span> </span>Daniel Carman
                                  <<a href="mailto:carman@jlab.org"
                                    target="_blank"
                                    moz-do-not-send="true">carman@jlab.org</a>><br>
                                  <b>Cc:</b><span> </span>clas12
                                  software <<a
                                    href="mailto:clas12_software@jlab.org"
                                    target="_blank"
                                    moz-do-not-send="true">clas12_software@jlab.org</a>>;
                                  Raffaella De Vita <<a
                                    href="mailto:raffaella.devita@ge.infn.it"
                                    target="_blank"
                                    moz-do-not-send="true">raffaella.devita@ge.infn.it</a>><br>
                                  <b>Subject:</b><span> </span>Re:
                                  [Clas12_software] [EXTERNAL] Data and
                                  MC processed with AI-assisted tracking</font>
                                <div> </div>
                              </div>
                              <div
                                style="word-wrap:break-word;line-break:after-white-space">Hello
                                Daniel,
                                <div><br>
                                </div>
                                <div>Please use the A/B nomenclature
                                  provided and do not arbitrarily assign
                                  AI/CONV.</div>
                                <div><br>
                                </div>
                                <div>-Nathan</div>
                                <div><br>
                                  <div><br>
                                    <blockquote type="cite">
                                      <div>On Aug 21, 2021, at 3:18 PM,
                                        Daniel Carman <<a
                                          href="mailto:carman@jlab.org"
                                          target="_blank"
                                          moz-do-not-send="true">carman@jlab.org</a>>
                                        wrote:</div>
                                      <br>
                                      <div>
                                        <div>
                                          <div
                                            style="word-wrap:break-word;line-break:after-white-space">Folks,
                                            <div><br>
                                            </div>
                                            <div>I have compared the new
                                              cooking of RG-A fall 2018
                                              inbending data with
                                              conventional tracking and
                                              AI-assisted</div>
                                            <div>tracking. The results
                                              of my study are attached
                                              in terms of 4 plots for
                                              MM(e’K+) using the skim14
                                              kaon skim</div>
                                            <div>files with the electron
                                              in the ECAL.</div>
                                            <div><br>
                                            </div>
                                            <div>UL: e’K+(FD) - AI has
                                              19% more events</div>
                                            <div>UR: e’K+(FD)p(FD) - AI
                                              has 28% more events</div>
                                            <div>LL: e’K+(FD)p(CD) - AI
                                              has 14% more events</div>
                                            <div>LR: e’K+(CD)p(FD) - AI
                                              has 18% more events</div>
                                            <div><br>
                                            </div>
                                            <div>Here FD implies hadron
                                              detection in the Forward
                                              Detector and CD implies
                                              hadron detection in the
                                              Central Detector.</div>
                                            <div>I have used the same
                                              run numbers in both
                                              studies. I also compared
                                              same distributions from
                                              the recently cooked files</div>
                                            <div>to the same runs with
                                              the original pass-1
                                              cooking for the convention
                                              tracking. The number of
                                              events for the different</div>
                                            <div>distributions agrees to
                                              within a few percent.</div>
                                            <div><br>
                                            </div>
                                            <div>Regards,</div>
                                            <div>Daniel</div>
                                            <div><br>
                                              <div>
                                                <div dir="auto"
style="letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration:none;word-wrap:break-word;line-break:after-white-space">
                                                  <div dir="auto"
style="letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration:none;word-wrap:break-word;line-break:after-white-space">*****************************************************************************<br>
                                                    *<br>
                                                    * Dr. Daniel Carman
                                                                 <a
                                                      href="mailto:carman@jlab.org"
                                                      target="_blank"
                                                      moz-do-not-send="true">e-mail: carman@jlab.org</a><span> </span> 
                                                                    <br>
                                                    * Staff Scientist  
                                                                 
                                                    office: (757)-269-5586<br>
                                                    * Jefferson
                                                    Laboratory      
                                                    web: <a
                                                      href="http://userweb.jlab.org/~carman"
                                                      target="_blank"
                                                      moz-do-not-send="true">http://userweb.jlab.org/~carman</a><br>
                                                    *<br>
                                                    <div>*****************************************************************************</div>
                                                    <div><br>
                                                    </div>
                                                  </div>
                                                  <br>
                                                </div>
                                                <br>
                                                <br>
                                              </div>
                                              <div><br>
                                                <blockquote type="cite">
                                                  <div>On Aug 20, 2021,
                                                    at 5:43 PM, Stepan
                                                    Stepanyan <<a
                                                      href="mailto:stepanya@jlab.org"
                                                      target="_blank"
                                                      moz-do-not-send="true">stepanya@jlab.org</a>>
                                                    wrote:</div>
                                                  <br>
                                                  <div>
                                                    <div>
                                                      <div><font
                                                          size="2"><span
style="font-size:11pt">
                                                          <div>Dear all,<br>
                                                          <br>
                                                          My studies of
                                                          J/psi yield
                                                          with new
                                                          processed 31
                                                          runs are not
                                                          complete, I am
                                                          missing one
                                                          run, 5126, for
                                                          the skim1 of
                                                          the trainA
                                                          (reconA) but
                                                          want to share
                                                          the results
                                                          that I have. 
                                                          Attached are 3
                                                          distributions
                                                          of the e+e-
                                                          invariant
                                                          mass. The old
                                                          one is what we
                                                          have from the
                                                          pass1
                                                          processing,
                                                          using just the
                                                          31 runs that
                                                          have been
                                                          processed for
                                                          the
                                                          AI-assisted
                                                          tracking test.
                                                          The new A is
                                                          from the
                                                          trainA
                                                          (reconA) and
                                                          the new B is
                                                          from trainB
                                                          (reconB). So,
                                                          B has ~25%
                                                          more J/psi’s
                                                          than the
                                                          pass1, A has
                                                          about 25% less
                                                          but, of
                                                          course, with 1
                                                          run missing.<br>
                                                          <br>
                                                          Regards,
                                                          Stepan<br>
                                                          </div>
                                                          </span></font></div>
                                                      <div><font
                                                          size="2"><span
style="font-size:11pt">
                                                          <div><br>
                                                          </div>
                                                          </span></font></div>
                                                      <div><font
                                                          size="2"><span
style="font-size:11pt">
                                                          <div><br>
                                                          </div>
                                                          </span></font></div>
                                                      <div><font
                                                          size="2"><span
style="font-size:11pt">
                                                          <div> <span> </span><br>
                                                          <br>
                                                          > On Aug
                                                          20, 2021, at
                                                          7:11 AM,
                                                          Raffaella De
                                                          Vita <<a
                                                          href="mailto:raffaella.devita@ge.infn.it"
target="_blank" moz-do-not-send="true">raffaella.devita@ge.infn.it</a>>
                                                          wrote:<br>
                                                          ><span> </span><br>
                                                          > Dear All,<br>
                                                          > Following
                                                          the discussion
                                                          at the
                                                          software
                                                          meeting of few
                                                          weeks ago,
                                                          significant
                                                          statistics for
                                                          both real data
                                                          and MC (sidis)
                                                          was processed
                                                          with
                                                          AI-assisted
                                                          tracking to
                                                          allow analyses
                                                          of different
                                                          final states
                                                          and comparison
                                                          to
                                                          conventional
                                                          tracking.<br>
                                                          ><span> </span><br>
                                                          > For both
                                                          real data and
                                                          MC, two sets
                                                          of DSTs files
                                                          were produced,
                                                          one based on
                                                          conventional
                                                          tracking and
                                                          one based on
                                                          AI-assisted
                                                          tracking.<br>
                                                          ><span> </span><br>
                                                          > The real
                                                          data samples
                                                          from RG-A
                                                          Fall18
                                                          unbending are
                                                          available in:<br>
                                                          >
                                                          /volatile/clas12/users/clas12/mlt11/dst/reconA/<br>
                                                          >
                                                          /volatile/clas12/users/clas12/mlt11/dst/reconB/<br>
                                                          ><span> </span><br>
                                                          > The MC
                                                          data samples,
                                                          in RG-A Fall18
                                                          unbending
                                                          configuration,
                                                          are available
                                                          in:<br>
                                                          >
                                                          /volatile/clas12/users/devita/mlt11/reconA<br>
                                                          >
                                                          /volatile/clas12/users/devita/mlt11/reconB<br>
                                                          > In these
                                                          two folders,
                                                          the nobg and
                                                          bg folders
                                                          contain
                                                          reconstruction
                                                          outputs with
                                                          pure sidis
                                                          events and
                                                          after merging
                                                          with 45nA
                                                          background.<br>
                                                          ><span> </span><br>
                                                          > Let me
                                                          know if you
                                                          have any
                                                          question.<br>
                                                          > Best
                                                          regards,<br>
                                                          >       
                                                          Raffaella<br>
                                                          ><span> </span><br>
                                                          >
                                                          _______________________________________________<br>
                                                          >
                                                          Clas12_software
                                                          mailing list<br>
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href="mailto:Clas12_software@jlab.org" target="_blank"
                                                          moz-do-not-send="true">Clas12_software@jlab.org</a><br>
                                                          ><span> </span><a
href="https://mailman.jlab.org/mailman/listinfo/clas12_software"
                                                          target="_blank"
moz-do-not-send="true">https://mailman.jlab.org/mailman/listinfo/clas12_software</a><br>
                                                          <br>
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                                                          </span></font></div>
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id="m_-5370798948807593578gmail-m_-7993890716373280829x_x_cid:fc92dd43-a840-47f7-8324-748fda01fc8a@namprd09.prod.outlook.com"><in_old31_557.pdf></span><span
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id="m_-5370798948807593578gmail-m_-7993890716373280829x_x_cid:46ec6c32-b885-4644-bad2-85bc9aa373cf@namprd09.prod.outlook.com"><in_newb31_557.pdf></span>_______________________________________________<br>
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                                                      href="mailto:Clas12_software@jlab.org"
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                                        <span
id="m_-5370798948807593578gmail-m_-7993890716373280829x_cid:b82c2179-4dc4-4b1c-ab53-65b07a46bb61@namprd09.prod.outlook.com"><ai-conv-study.pdf></span><span
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                  Clas12_software mailing list<br>
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                    target="_blank" moz-do-not-send="true">Clas12_software@jlab.org</a><br>
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