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          <dc:title>&lt;p&gt;Pairwise comparison of scorer agreement across behaviors as measured by recall, precision, and F1 scores of event timestamps of 203 sample training videos. Note that when a Reference and Test Scorer are flipped, the recall and precision values likewise swap places, but the F1 score remains the same.&lt;/p&gt;</dc:title>
          <dc:creator>Zachary S. Kelso (25099324)</dc:creator>
          <dc:creator>Madeleine C. Snyder (25099327)</dc:creator>
          <dc:creator>Samuel J. Gershman (8677326)</dc:creator>
          <dc:subject>Neuroscience</dc:subject>
          <dc:subject>Sociology</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Science Policy</dc:subject>
          <dc:subject>Mental Health</dc:subject>
          <dc:subject>unparalleled regenerative ability</dc:subject>
          <dc:subject>results cast doubt</dc:subject>
          <dc:subject>manual video annotation</dc:subject>
          <dc:subject>historic conditioning protocols</dc:subject>
          <dc:subject>encourage future researchers</dc:subject>
          <dc:subject>div &gt;&lt; p</dc:subject>
          <dc:subject>ancient bilaterian brains</dc:subject>
          <dc:subject>contemporary conditioning protocols</dc:subject>
          <dc:subject>classical conditioning experiments</dc:subject>
          <dc:subject>schmidtea mediterranea &lt;/</dc:subject>
          <dc:subject>girardia dorotocephala &lt;/</dc:subject>
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          <dc:subject>mediterranea &lt;/</dc:subject>
          <dc:subject>dorotocephala &lt;/</dc:subject>
          <dc:subject>individual flatworms</dc:subject>
          <dc:subject>contemporary light</dc:subject>
          <dc:subject>century experiments</dc:subject>
          <dc:subject>today underexplored</dc:subject>
          <dc:subject>simply impossible</dc:subject>
          <dc:subject>shock paradigms</dc:subject>
          <dc:subject>neural development</dc:subject>
          <dc:subject>model organisms</dc:subject>
          <dc:subject>likely due</dc:subject>
          <dc:subject>learning using</dc:subject>
          <dc:subject>find evidence</dc:subject>
          <dc:subject>controversial legacy</dc:subject>
          <dc:subject>classically condition</dc:subject>
          <dc:subject>behavioral foundation</dc:subject>
          <dc:subject>avoid subjectivity</dc:subject>
          <dc:description>&lt;p&gt;Pairwise comparison of scorer agreement across behaviors as measured by recall, precision, and F1 scores of event timestamps of 203 sample training videos. Note that when a Reference and Test Scorer are flipped, the recall and precision values likewise swap places, but the F1 score remains the same.&lt;/p&gt;</dc:description>
          <dc:date>2026-09-23T17:40:10Z</dc:date>
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          <dc:identifier>10.1371/journal.pone.0358756.t001</dc:identifier>
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