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Added level_0 CSV dataset #7

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@rowbotham-evan rowbotham-evan commented Jun 20, 2024

Notes

  • Generated a synthetic dataset that measures construct validity (referred to as "level_0" internally)
    • Construct validity tests the measurement (i.e. how well do our features measure/align with our predictions based on "perfect" and vacuous data – specifically at the sentence level)
    • Generates 50 conversations of each type:
      • high directness, high OI
      • high directness, low OI
      • low directness, high OI
      • low directness, low OI
  • Generated a synthetic dataset that measure ecological validity (referred to as "level_1 internally"
    • Ecological validity tests allow us to establish that these features correlate to predictions make sense at the conversational level. (i.e. does the sentence we are measuring in a generated conversation go awry or is productive)
    • Generates 100 awry (escalatory conversations) and 100 productive (de-escalatory conversations)
  • To generate another "level 1" or "level 0"dataset reference the GPT_API_script in Priya's conflict coefficientofconflict repo

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