pragmatic-code-switch-blindspot / rerun_results.txt
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Agreement, quadratic-weighted Cohen's kappa, n=24
(the 4 items with no model answer are excluded: both coders were told to score them 0)
intent_inference kappa 0.88 exact 92%
social_appropriateness kappa 0.30 exact 62%
unsupported_assumptions kappa 0.70 exact 83%
semantic_preservation kappa 0.89 exact 92%
pooled kappa 0.72
totals: correlation 0.88, mean absolute difference 0.71
Coder 1
language, context implicit -1.14 [-3.86, +2.29] n=7
language, context explicit -1.71 [-4.00, +1.00] n=7
context, English +1.14 [-2.29, +4.57] n=7
context, Roman Urdu +0.57 [-0.86, +2.00] n=7
language, implicit, clean only -3.25 [-5.75, -1.50] n=4
per scenario, English implicit to Roman Urdu implicit:
ambiguity 8.0 -> 5.0
code_switch 8.0 -> 5.0 (truncated response in this scenario)
deference 0.0 -> 8.0 (truncated response in this scenario)
face_saving 0.0 -> 0.0 (truncated response in this scenario)
family_obligation 8.0 -> 7.0
favor_indirect 8.0 -> 6.0
kinship_context 8.0 -> 1.0
Coder 2
language, context implicit -0.43 [-3.57, +3.00] n=7
language, context explicit -0.29 [-2.29, +2.00] n=7
context, English +0.86 [-2.57, +4.29] n=7
context, Roman Urdu +1.00 [-0.86, +3.14] n=7
language, implicit, clean only -2.25 [-6.00, +0.00] n=4
per scenario, English implicit to Roman Urdu implicit:
ambiguity 8.0 -> 7.0
code_switch 8.0 -> 6.0 (truncated response in this scenario)
deference 0.0 -> 8.0 (truncated response in this scenario)
face_saving 0.0 -> 0.0 (truncated response in this scenario)
family_obligation 8.0 -> 8.0
favor_indirect 8.0 -> 8.0
kinship_context 8.0 -> 0.0
Mean of both coders
language, context implicit -0.79 [-3.71, +2.64] n=7
language, context explicit -1.00 [-3.00, +1.50] n=7
context, English +1.00 [-2.43, +4.43] n=7
context, Roman Urdu +0.79 [-0.86, +2.57] n=7
language, implicit, clean only -2.75 [-5.88, -0.75] n=4
per scenario, English implicit to Roman Urdu implicit:
ambiguity 8.0 -> 6.0
code_switch 8.0 -> 5.5 (truncated response in this scenario)
deference 0.0 -> 8.0 (truncated response in this scenario)
face_saving 0.0 -> 0.0 (truncated response in this scenario)
family_obligation 8.0 -> 7.5
favor_indirect 8.0 -> 7.0
kinship_context 8.0 -> 0.5