| --- |
| dataset_info: |
| - config_name: clean_long |
| features: |
| - name: ID |
| dtype: int64 |
| - name: ExperimentalCondition |
| dtype: large_string |
| - name: PresentationOrder |
| dtype: int64 |
| - name: StimID |
| dtype: int64 |
| - name: CorrectAnswer |
| dtype: int64 |
| - name: ModelAnswer |
| dtype: int64 |
| - name: TimeTabWasLeft |
| dtype: int64 |
| - name: TimeSpent |
| dtype: float64 |
| - name: TimesAnswerChanged |
| dtype: int64 |
| - name: ParticipantAnswer |
| dtype: int64 |
| - name: Confidence |
| dtype: int64 |
| - name: Feature1_GT |
| dtype: int64 |
| - name: Feature2_GT |
| dtype: int64 |
| - name: Feature3_GT |
| dtype: int64 |
| - name: Feature4_GT |
| dtype: int64 |
| - name: Feature5_GT |
| dtype: int64 |
| - name: Feature6_GT |
| dtype: int64 |
| - name: Feature1_Detected |
| dtype: float64 |
| - name: Feature2_Detected |
| dtype: float64 |
| - name: Feature3_Detected |
| dtype: float64 |
| - name: Feature4_Detected |
| dtype: float64 |
| - name: Feature5_Detected |
| dtype: float64 |
| - name: Feature6_Detected |
| dtype: float64 |
| - name: Feature1_Clicks |
| dtype: float64 |
| - name: Feature2_Clicks |
| dtype: float64 |
| - name: Feature3_Clicks |
| dtype: float64 |
| - name: Feature4_Clicks |
| dtype: float64 |
| - name: Feature5_Clicks |
| dtype: float64 |
| - name: Feature6_Clicks |
| dtype: float64 |
| - name: Interactions |
| dtype: int64 |
| - name: ParticipantAnswerCorrect |
| dtype: int64 |
| - name: ModelAnswerCorrect |
| dtype: int64 |
| - name: Confidence_Adjusted |
| dtype: int64 |
| splits: |
| - name: test |
| num_bytes: 988943 |
| num_examples: 3539 |
| download_size: 80911 |
| dataset_size: 988943 |
| - config_name: clean_wide |
| features: |
| - name: ID |
| dtype: int64 |
| - name: ExperimentalCondition |
| dtype: large_string |
| - name: Stim1_StimID |
| dtype: float64 |
| - name: Stim1_CorrectAnswer |
| dtype: float64 |
| - name: Stim1_ModelAnswer |
| dtype: float64 |
| - name: Stim1_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim1_TimeSpent |
| dtype: float64 |
| - name: Stim1_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim1_ParticipantAnswer |
| dtype: float64 |
| - name: Stim1_Confidence |
| dtype: float64 |
| - name: Stim1_Feature1_GT |
| dtype: float64 |
| - name: Stim1_Feature2_GT |
| dtype: float64 |
| - name: Stim1_Feature3_GT |
| dtype: float64 |
| - name: Stim1_Feature4_GT |
| dtype: float64 |
| - name: Stim1_Feature5_GT |
| dtype: float64 |
| - name: Stim1_Feature6_GT |
| dtype: float64 |
| - name: Stim1_Feature1_Detected |
| dtype: float64 |
| - name: Stim1_Feature2_Detected |
| dtype: float64 |
| - name: Stim1_Feature3_Detected |
| dtype: float64 |
| - name: Stim1_Feature4_Detected |
| dtype: float64 |
| - name: Stim1_Feature5_Detected |
| dtype: float64 |
| - name: Stim1_Feature6_Detected |
| dtype: float64 |
| - name: Stim1_Feature1_Clicks |
| dtype: float64 |
| - name: Stim1_Feature2_Clicks |
| dtype: float64 |
| - name: Stim1_Feature3_Clicks |
| dtype: float64 |
| - name: Stim1_Feature4_Clicks |
| dtype: float64 |
| - name: Stim1_Feature5_Clicks |
| dtype: float64 |
| - name: Stim1_Feature6_Clicks |
| dtype: float64 |
| - name: Stim2_StimID |
| dtype: float64 |
| - name: Stim2_CorrectAnswer |
| dtype: float64 |
| - name: Stim2_ModelAnswer |
| dtype: float64 |
| - name: Stim2_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim2_TimeSpent |
| dtype: float64 |
| - name: Stim2_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim2_ParticipantAnswer |
| dtype: float64 |
| - name: Stim2_Confidence |
| dtype: float64 |
| - name: Stim2_Feature1_GT |
| dtype: float64 |
| - name: Stim2_Feature2_GT |
| dtype: float64 |
| - name: Stim2_Feature3_GT |
| dtype: float64 |
| - name: Stim2_Feature4_GT |
| dtype: float64 |
| - name: Stim2_Feature5_GT |
| dtype: float64 |
| - name: Stim2_Feature6_GT |
| dtype: float64 |
| - name: Stim2_Feature1_Detected |
| dtype: float64 |
| - name: Stim2_Feature2_Detected |
| dtype: float64 |
| - name: Stim2_Feature3_Detected |
| dtype: float64 |
| - name: Stim2_Feature4_Detected |
| dtype: float64 |
| - name: Stim2_Feature5_Detected |
| dtype: float64 |
| - name: Stim2_Feature6_Detected |
| dtype: float64 |
| - name: Stim2_Feature1_Clicks |
| dtype: float64 |
| - name: Stim2_Feature2_Clicks |
| dtype: float64 |
| - name: Stim2_Feature3_Clicks |
| dtype: float64 |
| - name: Stim2_Feature4_Clicks |
| dtype: float64 |
| - name: Stim2_Feature5_Clicks |
| dtype: float64 |
| - name: Stim2_Feature6_Clicks |
| dtype: float64 |
| - name: Stim3_StimID |
| dtype: float64 |
| - name: Stim3_CorrectAnswer |
| dtype: float64 |
| - name: Stim3_ModelAnswer |
| dtype: float64 |
| - name: Stim3_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim3_TimeSpent |
| dtype: float64 |
| - name: Stim3_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim3_ParticipantAnswer |
| dtype: float64 |
| - name: Stim3_Confidence |
| dtype: float64 |
| - name: Stim3_Feature1_GT |
| dtype: float64 |
| - name: Stim3_Feature2_GT |
| dtype: float64 |
| - name: Stim3_Feature3_GT |
| dtype: float64 |
| - name: Stim3_Feature4_GT |
| dtype: float64 |
| - name: Stim3_Feature5_GT |
| dtype: float64 |
| - name: Stim3_Feature6_GT |
| dtype: float64 |
| - name: Stim3_Feature1_Detected |
| dtype: float64 |
| - name: Stim3_Feature2_Detected |
| dtype: float64 |
| - name: Stim3_Feature3_Detected |
| dtype: float64 |
| - name: Stim3_Feature4_Detected |
| dtype: float64 |
| - name: Stim3_Feature5_Detected |
| dtype: float64 |
| - name: Stim3_Feature6_Detected |
| dtype: float64 |
| - name: Stim3_Feature1_Clicks |
| dtype: float64 |
| - name: Stim3_Feature2_Clicks |
| dtype: float64 |
| - name: Stim3_Feature3_Clicks |
| dtype: float64 |
| - name: Stim3_Feature4_Clicks |
| dtype: float64 |
| - name: Stim3_Feature5_Clicks |
| dtype: float64 |
| - name: Stim3_Feature6_Clicks |
| dtype: float64 |
| - name: Stim4_StimID |
| dtype: float64 |
| - name: Stim4_CorrectAnswer |
| dtype: float64 |
| - name: Stim4_ModelAnswer |
| dtype: float64 |
| - name: Stim4_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim4_TimeSpent |
| dtype: float64 |
| - name: Stim4_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim4_ParticipantAnswer |
| dtype: float64 |
| - name: Stim4_Confidence |
| dtype: float64 |
| - name: Stim4_Feature1_GT |
| dtype: float64 |
| - name: Stim4_Feature2_GT |
| dtype: float64 |
| - name: Stim4_Feature3_GT |
| dtype: float64 |
| - name: Stim4_Feature4_GT |
| dtype: float64 |
| - name: Stim4_Feature5_GT |
| dtype: float64 |
| - name: Stim4_Feature6_GT |
| dtype: float64 |
| - name: Stim4_Feature1_Detected |
| dtype: float64 |
| - name: Stim4_Feature2_Detected |
| dtype: float64 |
| - name: Stim4_Feature3_Detected |
| dtype: float64 |
| - name: Stim4_Feature4_Detected |
| dtype: float64 |
| - name: Stim4_Feature5_Detected |
| dtype: float64 |
| - name: Stim4_Feature6_Detected |
| dtype: float64 |
| - name: Stim4_Feature1_Clicks |
| dtype: float64 |
| - name: Stim4_Feature2_Clicks |
| dtype: float64 |
| - name: Stim4_Feature3_Clicks |
| dtype: float64 |
| - name: Stim4_Feature4_Clicks |
| dtype: float64 |
| - name: Stim4_Feature5_Clicks |
| dtype: float64 |
| - name: Stim4_Feature6_Clicks |
| dtype: float64 |
| - name: Stim5_StimID |
| dtype: float64 |
| - name: Stim5_CorrectAnswer |
| dtype: float64 |
| - name: Stim5_ModelAnswer |
| dtype: float64 |
| - name: Stim5_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim5_TimeSpent |
| dtype: float64 |
| - name: Stim5_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim5_ParticipantAnswer |
| dtype: float64 |
| - name: Stim5_Confidence |
| dtype: float64 |
| - name: Stim5_Feature1_GT |
| dtype: float64 |
| - name: Stim5_Feature2_GT |
| dtype: float64 |
| - name: Stim5_Feature3_GT |
| dtype: float64 |
| - name: Stim5_Feature4_GT |
| dtype: float64 |
| - name: Stim5_Feature5_GT |
| dtype: float64 |
| - name: Stim5_Feature6_GT |
| dtype: float64 |
| - name: Stim5_Feature1_Detected |
| dtype: float64 |
| - name: Stim5_Feature2_Detected |
| dtype: float64 |
| - name: Stim5_Feature3_Detected |
| dtype: float64 |
| - name: Stim5_Feature4_Detected |
| dtype: float64 |
| - name: Stim5_Feature5_Detected |
| dtype: float64 |
| - name: Stim5_Feature6_Detected |
| dtype: float64 |
| - name: Stim5_Feature1_Clicks |
| dtype: float64 |
| - name: Stim5_Feature2_Clicks |
| dtype: float64 |
| - name: Stim5_Feature3_Clicks |
| dtype: float64 |
| - name: Stim5_Feature4_Clicks |
| dtype: float64 |
| - name: Stim5_Feature5_Clicks |
| dtype: float64 |
| - name: Stim5_Feature6_Clicks |
| dtype: float64 |
| - name: Stim6_StimID |
| dtype: float64 |
| - name: Stim6_CorrectAnswer |
| dtype: float64 |
| - name: Stim6_ModelAnswer |
| dtype: float64 |
| - name: Stim6_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim6_TimeSpent |
| dtype: float64 |
| - name: Stim6_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim6_ParticipantAnswer |
| dtype: float64 |
| - name: Stim6_Confidence |
| dtype: float64 |
| - name: Stim6_Feature1_GT |
| dtype: float64 |
| - name: Stim6_Feature2_GT |
| dtype: float64 |
| - name: Stim6_Feature3_GT |
| dtype: float64 |
| - name: Stim6_Feature4_GT |
| dtype: float64 |
| - name: Stim6_Feature5_GT |
| dtype: float64 |
| - name: Stim6_Feature6_GT |
| dtype: float64 |
| - name: Stim6_Feature1_Detected |
| dtype: float64 |
| - name: Stim6_Feature2_Detected |
| dtype: float64 |
| - name: Stim6_Feature3_Detected |
| dtype: float64 |
| - name: Stim6_Feature4_Detected |
| dtype: float64 |
| - name: Stim6_Feature5_Detected |
| dtype: float64 |
| - name: Stim6_Feature6_Detected |
| dtype: float64 |
| - name: Stim6_Feature1_Clicks |
| dtype: float64 |
| - name: Stim6_Feature2_Clicks |
| dtype: float64 |
| - name: Stim6_Feature3_Clicks |
| dtype: float64 |
| - name: Stim6_Feature4_Clicks |
| dtype: float64 |
| - name: Stim6_Feature5_Clicks |
| dtype: float64 |
| - name: Stim6_Feature6_Clicks |
| dtype: float64 |
| - name: Stim7_StimID |
| dtype: float64 |
| - name: Stim7_CorrectAnswer |
| dtype: float64 |
| - name: Stim7_ModelAnswer |
| dtype: float64 |
| - name: Stim7_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim7_TimeSpent |
| dtype: float64 |
| - name: Stim7_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim7_ParticipantAnswer |
| dtype: float64 |
| - name: Stim7_Confidence |
| dtype: float64 |
| - name: Stim7_Feature1_GT |
| dtype: float64 |
| - name: Stim7_Feature2_GT |
| dtype: float64 |
| - name: Stim7_Feature3_GT |
| dtype: float64 |
| - name: Stim7_Feature4_GT |
| dtype: float64 |
| - name: Stim7_Feature5_GT |
| dtype: float64 |
| - name: Stim7_Feature6_GT |
| dtype: float64 |
| - name: Stim7_Feature1_Detected |
| dtype: float64 |
| - name: Stim7_Feature2_Detected |
| dtype: float64 |
| - name: Stim7_Feature3_Detected |
| dtype: float64 |
| - name: Stim7_Feature4_Detected |
| dtype: float64 |
| - name: Stim7_Feature5_Detected |
| dtype: float64 |
| - name: Stim7_Feature6_Detected |
| dtype: float64 |
| - name: Stim7_Feature1_Clicks |
| dtype: float64 |
| - name: Stim7_Feature2_Clicks |
| dtype: float64 |
| - name: Stim7_Feature3_Clicks |
| dtype: float64 |
| - name: Stim7_Feature4_Clicks |
| dtype: float64 |
| - name: Stim7_Feature5_Clicks |
| dtype: float64 |
| - name: Stim7_Feature6_Clicks |
| dtype: float64 |
| - name: Stim8_StimID |
| dtype: float64 |
| - name: Stim8_CorrectAnswer |
| dtype: float64 |
| - name: Stim8_ModelAnswer |
| dtype: float64 |
| - name: Stim8_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim8_TimeSpent |
| dtype: float64 |
| - name: Stim8_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim8_ParticipantAnswer |
| dtype: float64 |
| - name: Stim8_Confidence |
| dtype: float64 |
| - name: Stim8_Feature1_GT |
| dtype: float64 |
| - name: Stim8_Feature2_GT |
| dtype: float64 |
| - name: Stim8_Feature3_GT |
| dtype: float64 |
| - name: Stim8_Feature4_GT |
| dtype: float64 |
| - name: Stim8_Feature5_GT |
| dtype: float64 |
| - name: Stim8_Feature6_GT |
| dtype: float64 |
| - name: Stim8_Feature1_Detected |
| dtype: float64 |
| - name: Stim8_Feature2_Detected |
| dtype: float64 |
| - name: Stim8_Feature3_Detected |
| dtype: float64 |
| - name: Stim8_Feature4_Detected |
| dtype: float64 |
| - name: Stim8_Feature5_Detected |
| dtype: float64 |
| - name: Stim8_Feature6_Detected |
| dtype: float64 |
| - name: Stim8_Feature1_Clicks |
| dtype: float64 |
| - name: Stim8_Feature2_Clicks |
| dtype: float64 |
| - name: Stim8_Feature3_Clicks |
| dtype: float64 |
| - name: Stim8_Feature4_Clicks |
| dtype: float64 |
| - name: Stim8_Feature5_Clicks |
| dtype: float64 |
| - name: Stim8_Feature6_Clicks |
| dtype: float64 |
| - name: Stim9_StimID |
| dtype: float64 |
| - name: Stim9_CorrectAnswer |
| dtype: float64 |
| - name: Stim9_ModelAnswer |
| dtype: float64 |
| - name: Stim9_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim9_TimeSpent |
| dtype: float64 |
| - name: Stim9_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim9_ParticipantAnswer |
| dtype: float64 |
| - name: Stim9_Confidence |
| dtype: float64 |
| - name: Stim9_Feature1_GT |
| dtype: float64 |
| - name: Stim9_Feature2_GT |
| dtype: float64 |
| - name: Stim9_Feature3_GT |
| dtype: float64 |
| - name: Stim9_Feature4_GT |
| dtype: float64 |
| - name: Stim9_Feature5_GT |
| dtype: float64 |
| - name: Stim9_Feature6_GT |
| dtype: float64 |
| - name: Stim9_Feature1_Detected |
| dtype: float64 |
| - name: Stim9_Feature2_Detected |
| dtype: float64 |
| - name: Stim9_Feature3_Detected |
| dtype: float64 |
| - name: Stim9_Feature4_Detected |
| dtype: float64 |
| - name: Stim9_Feature5_Detected |
| dtype: float64 |
| - name: Stim9_Feature6_Detected |
| dtype: float64 |
| - name: Stim9_Feature1_Clicks |
| dtype: float64 |
| - name: Stim9_Feature2_Clicks |
| dtype: float64 |
| - name: Stim9_Feature3_Clicks |
| dtype: float64 |
| - name: Stim9_Feature4_Clicks |
| dtype: float64 |
| - name: Stim9_Feature5_Clicks |
| dtype: float64 |
| - name: Stim9_Feature6_Clicks |
| dtype: float64 |
| - name: Stim10_StimID |
| dtype: float64 |
| - name: Stim10_CorrectAnswer |
| dtype: float64 |
| - name: Stim10_ModelAnswer |
| dtype: float64 |
| - name: Stim10_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim10_TimeSpent |
| dtype: float64 |
| - name: Stim10_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim10_ParticipantAnswer |
| dtype: float64 |
| - name: Stim10_Confidence |
| dtype: float64 |
| - name: Stim10_Feature1_GT |
| dtype: float64 |
| - name: Stim10_Feature2_GT |
| dtype: float64 |
| - name: Stim10_Feature3_GT |
| dtype: float64 |
| - name: Stim10_Feature4_GT |
| dtype: float64 |
| - name: Stim10_Feature5_GT |
| dtype: float64 |
| - name: Stim10_Feature6_GT |
| dtype: float64 |
| - name: Stim10_Feature1_Detected |
| dtype: float64 |
| - name: Stim10_Feature2_Detected |
| dtype: float64 |
| - name: Stim10_Feature3_Detected |
| dtype: float64 |
| - name: Stim10_Feature4_Detected |
| dtype: float64 |
| - name: Stim10_Feature5_Detected |
| dtype: float64 |
| - name: Stim10_Feature6_Detected |
| dtype: float64 |
| - name: Stim10_Feature1_Clicks |
| dtype: float64 |
| - name: Stim10_Feature2_Clicks |
| dtype: float64 |
| - name: Stim10_Feature3_Clicks |
| dtype: float64 |
| - name: Stim10_Feature4_Clicks |
| dtype: float64 |
| - name: Stim10_Feature5_Clicks |
| dtype: float64 |
| - name: Stim10_Feature6_Clicks |
| dtype: float64 |
| - name: PracticeTrial1_StimID |
| dtype: large_string |
| - name: PracticeTrial1_CorrectAnswer |
| dtype: large_string |
| - name: PracticeTrial1_ModelAnswer |
| dtype: large_string |
| - name: PracticeTrial1_TimeTabWasLeft |
| dtype: float64 |
| - name: PracticeTrial1_TimeSpent |
| dtype: float64 |
| - name: PracticeTrial1_TimesAnswerChanged |
| dtype: float64 |
| - name: PracticeTrial1_ParticipantAnswer |
| dtype: large_string |
| - name: PracticeTrial1_Confidence |
| dtype: float64 |
| - name: PracticeTrial2_StimID |
| dtype: large_string |
| - name: PracticeTrial2_CorrectAnswer |
| dtype: large_string |
| - name: PracticeTrial2_ModelAnswer |
| dtype: large_string |
| - name: PracticeTrial2_TimeTabWasLeft |
| dtype: float64 |
| - name: PracticeTrial2_TimeSpent |
| dtype: float64 |
| - name: PracticeTrial2_TimesAnswerChanged |
| dtype: float64 |
| - name: PracticeTrial2_ParticipantAnswer |
| dtype: large_string |
| - name: PracticeTrial2_Confidence |
| dtype: float64 |
| - name: AttentionCheck1_StimID |
| dtype: large_string |
| - name: AttentionCheck1_CorrectAnswer |
| dtype: large_string |
| - name: AttentionCheck1_TimeTabWasLeft |
| dtype: int64 |
| - name: AttentionCheck1_TimeSpent |
| dtype: int64 |
| - name: AttentionCheck1_TimesAnswerChanged |
| dtype: int64 |
| - name: AttentionCheck1_ParticipantAnswer |
| dtype: large_string |
| - name: AttentionCheck1_Confidence |
| dtype: int64 |
| - name: AttentionCheck2_StimID |
| dtype: large_string |
| - name: AttentionCheck2_CorrectAnswer |
| dtype: large_string |
| - name: AttentionCheck2_TimeTabWasLeft |
| dtype: int64 |
| - name: AttentionCheck2_TimeSpent |
| dtype: int64 |
| - name: AttentionCheck2_TimesAnswerChanged |
| dtype: int64 |
| - name: AttentionCheck2_ParticipantAnswer |
| dtype: large_string |
| - name: AttentionCheck2_Confidence |
| dtype: int64 |
| - name: TrustQuestionnaire_Q1 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q2 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q3 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q4 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q5 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q6 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q7 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q8 |
| dtype: float64 |
| - name: PastExperience |
| dtype: int64 |
| - name: Finished |
| dtype: large_string |
| - name: TotalTimesTabLeft |
| dtype: int64 |
| - name: TotalFraudulentAnswers |
| dtype: int64 |
| - name: AverageAccuracy |
| dtype: float64 |
| - name: TotalInteractions |
| dtype: int64 |
| - name: Stim1_Interactions |
| dtype: float64 |
| - name: Stim2_Interactions |
| dtype: float64 |
| - name: Stim3_Interactions |
| dtype: float64 |
| - name: Stim4_Interactions |
| dtype: float64 |
| - name: Stim5_Interactions |
| dtype: float64 |
| - name: Stim6_Interactions |
| dtype: float64 |
| - name: Stim7_Interactions |
| dtype: float64 |
| - name: Stim8_Interactions |
| dtype: float64 |
| - name: Stim9_Interactions |
| dtype: float64 |
| - name: Stim10_Interactions |
| dtype: float64 |
| - name: TrustQuestionnaire_Q2_Reversed |
| dtype: float64 |
| - name: TrustQuestionnaire_Q5_Reversed |
| dtype: float64 |
| - name: TrustQuestionnaire_Q6_Reversed |
| dtype: float64 |
| - name: TrustQuestionnaire_Q8_Reversed |
| dtype: float64 |
| - name: TrustIndex |
| dtype: float64 |
| splits: |
| - name: test |
| num_bytes: 993997 |
| num_examples: 363 |
| download_size: 247692 |
| dataset_size: 993997 |
| - config_name: full |
| features: |
| - name: ID |
| dtype: int64 |
| - name: ExperimentalCondition |
| dtype: large_string |
| - name: Stim1_StimID |
| dtype: float64 |
| - name: Stim1_CorrectAnswer |
| dtype: large_string |
| - name: Stim1_ModelAnswer |
| dtype: large_string |
| - name: Stim1_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim1_TimeSpent |
| dtype: float64 |
| - name: Stim1_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim1_ParticipantAnswer |
| dtype: large_string |
| - name: Stim1_Confidence |
| dtype: float64 |
| - name: Stim1_Feature1_GT |
| dtype: float64 |
| - name: Stim1_Feature2_GT |
| dtype: float64 |
| - name: Stim1_Feature3_GT |
| dtype: float64 |
| - name: Stim1_Feature4_GT |
| dtype: float64 |
| - name: Stim1_Feature5_GT |
| dtype: float64 |
| - name: Stim1_Feature6_GT |
| dtype: float64 |
| - name: Stim1_Feature1_Detected |
| dtype: float64 |
| - name: Stim1_Feature2_Detected |
| dtype: float64 |
| - name: Stim1_Feature3_Detected |
| dtype: float64 |
| - name: Stim1_Feature4_Detected |
| dtype: float64 |
| - name: Stim1_Feature5_Detected |
| dtype: float64 |
| - name: Stim1_Feature6_Detected |
| dtype: float64 |
| - name: Stim1_Feature1_Clicks |
| dtype: float64 |
| - name: Stim1_Feature2_Clicks |
| dtype: float64 |
| - name: Stim1_Feature3_Clicks |
| dtype: float64 |
| - name: Stim1_Feature4_Clicks |
| dtype: float64 |
| - name: Stim1_Feature5_Clicks |
| dtype: float64 |
| - name: Stim1_Feature6_Clicks |
| dtype: float64 |
| - name: Stim2_StimID |
| dtype: float64 |
| - name: Stim2_CorrectAnswer |
| dtype: large_string |
| - name: Stim2_ModelAnswer |
| dtype: large_string |
| - name: Stim2_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim2_TimeSpent |
| dtype: float64 |
| - name: Stim2_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim2_ParticipantAnswer |
| dtype: large_string |
| - name: Stim2_Confidence |
| dtype: float64 |
| - name: Stim2_Feature1_GT |
| dtype: float64 |
| - name: Stim2_Feature2_GT |
| dtype: float64 |
| - name: Stim2_Feature3_GT |
| dtype: float64 |
| - name: Stim2_Feature4_GT |
| dtype: float64 |
| - name: Stim2_Feature5_GT |
| dtype: float64 |
| - name: Stim2_Feature6_GT |
| dtype: float64 |
| - name: Stim2_Feature1_Detected |
| dtype: float64 |
| - name: Stim2_Feature2_Detected |
| dtype: float64 |
| - name: Stim2_Feature3_Detected |
| dtype: float64 |
| - name: Stim2_Feature4_Detected |
| dtype: float64 |
| - name: Stim2_Feature5_Detected |
| dtype: float64 |
| - name: Stim2_Feature6_Detected |
| dtype: float64 |
| - name: Stim2_Feature1_Clicks |
| dtype: float64 |
| - name: Stim2_Feature2_Clicks |
| dtype: float64 |
| - name: Stim2_Feature3_Clicks |
| dtype: float64 |
| - name: Stim2_Feature4_Clicks |
| dtype: float64 |
| - name: Stim2_Feature5_Clicks |
| dtype: float64 |
| - name: Stim2_Feature6_Clicks |
| dtype: float64 |
| - name: Stim3_StimID |
| dtype: float64 |
| - name: Stim3_CorrectAnswer |
| dtype: large_string |
| - name: Stim3_ModelAnswer |
| dtype: large_string |
| - name: Stim3_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim3_TimeSpent |
| dtype: float64 |
| - name: Stim3_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim3_ParticipantAnswer |
| dtype: large_string |
| - name: Stim3_Confidence |
| dtype: float64 |
| - name: Stim3_Feature1_GT |
| dtype: float64 |
| - name: Stim3_Feature2_GT |
| dtype: float64 |
| - name: Stim3_Feature3_GT |
| dtype: float64 |
| - name: Stim3_Feature4_GT |
| dtype: float64 |
| - name: Stim3_Feature5_GT |
| dtype: float64 |
| - name: Stim3_Feature6_GT |
| dtype: float64 |
| - name: Stim3_Feature1_Detected |
| dtype: float64 |
| - name: Stim3_Feature2_Detected |
| dtype: float64 |
| - name: Stim3_Feature3_Detected |
| dtype: float64 |
| - name: Stim3_Feature4_Detected |
| dtype: float64 |
| - name: Stim3_Feature5_Detected |
| dtype: float64 |
| - name: Stim3_Feature6_Detected |
| dtype: float64 |
| - name: Stim3_Feature1_Clicks |
| dtype: float64 |
| - name: Stim3_Feature2_Clicks |
| dtype: float64 |
| - name: Stim3_Feature3_Clicks |
| dtype: float64 |
| - name: Stim3_Feature4_Clicks |
| dtype: float64 |
| - name: Stim3_Feature5_Clicks |
| dtype: float64 |
| - name: Stim3_Feature6_Clicks |
| dtype: float64 |
| - name: Stim4_StimID |
| dtype: float64 |
| - name: Stim4_CorrectAnswer |
| dtype: large_string |
| - name: Stim4_ModelAnswer |
| dtype: large_string |
| - name: Stim4_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim4_TimeSpent |
| dtype: float64 |
| - name: Stim4_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim4_ParticipantAnswer |
| dtype: large_string |
| - name: Stim4_Confidence |
| dtype: float64 |
| - name: Stim4_Feature1_GT |
| dtype: float64 |
| - name: Stim4_Feature2_GT |
| dtype: float64 |
| - name: Stim4_Feature3_GT |
| dtype: float64 |
| - name: Stim4_Feature4_GT |
| dtype: float64 |
| - name: Stim4_Feature5_GT |
| dtype: float64 |
| - name: Stim4_Feature6_GT |
| dtype: float64 |
| - name: Stim4_Feature1_Detected |
| dtype: float64 |
| - name: Stim4_Feature2_Detected |
| dtype: float64 |
| - name: Stim4_Feature3_Detected |
| dtype: float64 |
| - name: Stim4_Feature4_Detected |
| dtype: float64 |
| - name: Stim4_Feature5_Detected |
| dtype: float64 |
| - name: Stim4_Feature6_Detected |
| dtype: float64 |
| - name: Stim4_Feature1_Clicks |
| dtype: float64 |
| - name: Stim4_Feature2_Clicks |
| dtype: float64 |
| - name: Stim4_Feature3_Clicks |
| dtype: float64 |
| - name: Stim4_Feature4_Clicks |
| dtype: float64 |
| - name: Stim4_Feature5_Clicks |
| dtype: float64 |
| - name: Stim4_Feature6_Clicks |
| dtype: float64 |
| - name: Stim5_StimID |
| dtype: float64 |
| - name: Stim5_CorrectAnswer |
| dtype: large_string |
| - name: Stim5_ModelAnswer |
| dtype: large_string |
| - name: Stim5_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim5_TimeSpent |
| dtype: float64 |
| - name: Stim5_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim5_ParticipantAnswer |
| dtype: large_string |
| - name: Stim5_Confidence |
| dtype: float64 |
| - name: Stim5_Feature1_GT |
| dtype: float64 |
| - name: Stim5_Feature2_GT |
| dtype: float64 |
| - name: Stim5_Feature3_GT |
| dtype: float64 |
| - name: Stim5_Feature4_GT |
| dtype: float64 |
| - name: Stim5_Feature5_GT |
| dtype: float64 |
| - name: Stim5_Feature6_GT |
| dtype: float64 |
| - name: Stim5_Feature1_Detected |
| dtype: float64 |
| - name: Stim5_Feature2_Detected |
| dtype: float64 |
| - name: Stim5_Feature3_Detected |
| dtype: float64 |
| - name: Stim5_Feature4_Detected |
| dtype: float64 |
| - name: Stim5_Feature5_Detected |
| dtype: float64 |
| - name: Stim5_Feature6_Detected |
| dtype: float64 |
| - name: Stim5_Feature1_Clicks |
| dtype: float64 |
| - name: Stim5_Feature2_Clicks |
| dtype: float64 |
| - name: Stim5_Feature3_Clicks |
| dtype: float64 |
| - name: Stim5_Feature4_Clicks |
| dtype: float64 |
| - name: Stim5_Feature5_Clicks |
| dtype: float64 |
| - name: Stim5_Feature6_Clicks |
| dtype: float64 |
| - name: Stim6_StimID |
| dtype: float64 |
| - name: Stim6_CorrectAnswer |
| dtype: large_string |
| - name: Stim6_ModelAnswer |
| dtype: large_string |
| - name: Stim6_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim6_TimeSpent |
| dtype: float64 |
| - name: Stim6_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim6_ParticipantAnswer |
| dtype: large_string |
| - name: Stim6_Confidence |
| dtype: float64 |
| - name: Stim6_Feature1_GT |
| dtype: float64 |
| - name: Stim6_Feature2_GT |
| dtype: float64 |
| - name: Stim6_Feature3_GT |
| dtype: float64 |
| - name: Stim6_Feature4_GT |
| dtype: float64 |
| - name: Stim6_Feature5_GT |
| dtype: float64 |
| - name: Stim6_Feature6_GT |
| dtype: float64 |
| - name: Stim6_Feature1_Detected |
| dtype: float64 |
| - name: Stim6_Feature2_Detected |
| dtype: float64 |
| - name: Stim6_Feature3_Detected |
| dtype: float64 |
| - name: Stim6_Feature4_Detected |
| dtype: float64 |
| - name: Stim6_Feature5_Detected |
| dtype: float64 |
| - name: Stim6_Feature6_Detected |
| dtype: float64 |
| - name: Stim6_Feature1_Clicks |
| dtype: float64 |
| - name: Stim6_Feature2_Clicks |
| dtype: float64 |
| - name: Stim6_Feature3_Clicks |
| dtype: float64 |
| - name: Stim6_Feature4_Clicks |
| dtype: float64 |
| - name: Stim6_Feature5_Clicks |
| dtype: float64 |
| - name: Stim6_Feature6_Clicks |
| dtype: float64 |
| - name: Stim7_StimID |
| dtype: float64 |
| - name: Stim7_CorrectAnswer |
| dtype: large_string |
| - name: Stim7_ModelAnswer |
| dtype: large_string |
| - name: Stim7_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim7_TimeSpent |
| dtype: float64 |
| - name: Stim7_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim7_ParticipantAnswer |
| dtype: large_string |
| - name: Stim7_Confidence |
| dtype: float64 |
| - name: Stim7_Feature1_GT |
| dtype: float64 |
| - name: Stim7_Feature2_GT |
| dtype: float64 |
| - name: Stim7_Feature3_GT |
| dtype: float64 |
| - name: Stim7_Feature4_GT |
| dtype: float64 |
| - name: Stim7_Feature5_GT |
| dtype: float64 |
| - name: Stim7_Feature6_GT |
| dtype: float64 |
| - name: Stim7_Feature1_Detected |
| dtype: float64 |
| - name: Stim7_Feature2_Detected |
| dtype: float64 |
| - name: Stim7_Feature3_Detected |
| dtype: float64 |
| - name: Stim7_Feature4_Detected |
| dtype: float64 |
| - name: Stim7_Feature5_Detected |
| dtype: float64 |
| - name: Stim7_Feature6_Detected |
| dtype: float64 |
| - name: Stim7_Feature1_Clicks |
| dtype: float64 |
| - name: Stim7_Feature2_Clicks |
| dtype: float64 |
| - name: Stim7_Feature3_Clicks |
| dtype: float64 |
| - name: Stim7_Feature4_Clicks |
| dtype: float64 |
| - name: Stim7_Feature5_Clicks |
| dtype: float64 |
| - name: Stim7_Feature6_Clicks |
| dtype: float64 |
| - name: Stim8_StimID |
| dtype: float64 |
| - name: Stim8_CorrectAnswer |
| dtype: large_string |
| - name: Stim8_ModelAnswer |
| dtype: large_string |
| - name: Stim8_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim8_TimeSpent |
| dtype: float64 |
| - name: Stim8_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim8_ParticipantAnswer |
| dtype: large_string |
| - name: Stim8_Confidence |
| dtype: float64 |
| - name: Stim8_Feature1_GT |
| dtype: float64 |
| - name: Stim8_Feature2_GT |
| dtype: float64 |
| - name: Stim8_Feature3_GT |
| dtype: float64 |
| - name: Stim8_Feature4_GT |
| dtype: float64 |
| - name: Stim8_Feature5_GT |
| dtype: float64 |
| - name: Stim8_Feature6_GT |
| dtype: float64 |
| - name: Stim8_Feature1_Detected |
| dtype: float64 |
| - name: Stim8_Feature2_Detected |
| dtype: float64 |
| - name: Stim8_Feature3_Detected |
| dtype: float64 |
| - name: Stim8_Feature4_Detected |
| dtype: float64 |
| - name: Stim8_Feature5_Detected |
| dtype: float64 |
| - name: Stim8_Feature6_Detected |
| dtype: float64 |
| - name: Stim8_Feature1_Clicks |
| dtype: float64 |
| - name: Stim8_Feature2_Clicks |
| dtype: float64 |
| - name: Stim8_Feature3_Clicks |
| dtype: float64 |
| - name: Stim8_Feature4_Clicks |
| dtype: float64 |
| - name: Stim8_Feature5_Clicks |
| dtype: float64 |
| - name: Stim8_Feature6_Clicks |
| dtype: float64 |
| - name: Stim9_StimID |
| dtype: float64 |
| - name: Stim9_CorrectAnswer |
| dtype: large_string |
| - name: Stim9_ModelAnswer |
| dtype: large_string |
| - name: Stim9_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim9_TimeSpent |
| dtype: float64 |
| - name: Stim9_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim9_ParticipantAnswer |
| dtype: large_string |
| - name: Stim9_Confidence |
| dtype: float64 |
| - name: Stim9_Feature1_GT |
| dtype: float64 |
| - name: Stim9_Feature2_GT |
| dtype: float64 |
| - name: Stim9_Feature3_GT |
| dtype: float64 |
| - name: Stim9_Feature4_GT |
| dtype: float64 |
| - name: Stim9_Feature5_GT |
| dtype: float64 |
| - name: Stim9_Feature6_GT |
| dtype: float64 |
| - name: Stim9_Feature1_Detected |
| dtype: float64 |
| - name: Stim9_Feature2_Detected |
| dtype: float64 |
| - name: Stim9_Feature3_Detected |
| dtype: float64 |
| - name: Stim9_Feature4_Detected |
| dtype: float64 |
| - name: Stim9_Feature5_Detected |
| dtype: float64 |
| - name: Stim9_Feature6_Detected |
| dtype: float64 |
| - name: Stim9_Feature1_Clicks |
| dtype: float64 |
| - name: Stim9_Feature2_Clicks |
| dtype: float64 |
| - name: Stim9_Feature3_Clicks |
| dtype: float64 |
| - name: Stim9_Feature4_Clicks |
| dtype: float64 |
| - name: Stim9_Feature5_Clicks |
| dtype: float64 |
| - name: Stim9_Feature6_Clicks |
| dtype: float64 |
| - name: Stim10_StimID |
| dtype: float64 |
| - name: Stim10_CorrectAnswer |
| dtype: large_string |
| - name: Stim10_ModelAnswer |
| dtype: large_string |
| - name: Stim10_TimeTabWasLeft |
| dtype: float64 |
| - name: Stim10_TimeSpent |
| dtype: float64 |
| - name: Stim10_TimesAnswerChanged |
| dtype: float64 |
| - name: Stim10_ParticipantAnswer |
| dtype: large_string |
| - name: Stim10_Confidence |
| dtype: float64 |
| - name: Stim10_Feature1_GT |
| dtype: float64 |
| - name: Stim10_Feature2_GT |
| dtype: float64 |
| - name: Stim10_Feature3_GT |
| dtype: float64 |
| - name: Stim10_Feature4_GT |
| dtype: float64 |
| - name: Stim10_Feature5_GT |
| dtype: float64 |
| - name: Stim10_Feature6_GT |
| dtype: float64 |
| - name: Stim10_Feature1_Detected |
| dtype: float64 |
| - name: Stim10_Feature2_Detected |
| dtype: float64 |
| - name: Stim10_Feature3_Detected |
| dtype: float64 |
| - name: Stim10_Feature4_Detected |
| dtype: float64 |
| - name: Stim10_Feature5_Detected |
| dtype: float64 |
| - name: Stim10_Feature6_Detected |
| dtype: float64 |
| - name: Stim10_Feature1_Clicks |
| dtype: float64 |
| - name: Stim10_Feature2_Clicks |
| dtype: float64 |
| - name: Stim10_Feature3_Clicks |
| dtype: float64 |
| - name: Stim10_Feature4_Clicks |
| dtype: float64 |
| - name: Stim10_Feature5_Clicks |
| dtype: float64 |
| - name: Stim10_Feature6_Clicks |
| dtype: float64 |
| - name: PracticeTrial1_StimID |
| dtype: large_string |
| - name: PracticeTrial1_CorrectAnswer |
| dtype: large_string |
| - name: PracticeTrial1_ModelAnswer |
| dtype: large_string |
| - name: PracticeTrial1_TimeTabWasLeft |
| dtype: float64 |
| - name: PracticeTrial1_TimeSpent |
| dtype: float64 |
| - name: PracticeTrial1_TimesAnswerChanged |
| dtype: float64 |
| - name: PracticeTrial1_ParticipantAnswer |
| dtype: large_string |
| - name: PracticeTrial1_Confidence |
| dtype: float64 |
| - name: PracticeTrial2_StimID |
| dtype: large_string |
| - name: PracticeTrial2_CorrectAnswer |
| dtype: large_string |
| - name: PracticeTrial2_ModelAnswer |
| dtype: large_string |
| - name: PracticeTrial2_TimeTabWasLeft |
| dtype: float64 |
| - name: PracticeTrial2_TimeSpent |
| dtype: float64 |
| - name: PracticeTrial2_TimesAnswerChanged |
| dtype: float64 |
| - name: PracticeTrial2_ParticipantAnswer |
| dtype: large_string |
| - name: PracticeTrial2_Confidence |
| dtype: float64 |
| - name: AttentionCheck1_StimID |
| dtype: large_string |
| - name: AttentionCheck1_CorrectAnswer |
| dtype: large_string |
| - name: AttentionCheck1_TimeTabWasLeft |
| dtype: float64 |
| - name: AttentionCheck1_TimeSpent |
| dtype: float64 |
| - name: AttentionCheck1_TimesAnswerChanged |
| dtype: float64 |
| - name: AttentionCheck1_ParticipantAnswer |
| dtype: large_string |
| - name: AttentionCheck1_Confidence |
| dtype: float64 |
| - name: AttentionCheck2_StimID |
| dtype: large_string |
| - name: AttentionCheck2_CorrectAnswer |
| dtype: large_string |
| - name: AttentionCheck2_TimeTabWasLeft |
| dtype: float64 |
| - name: AttentionCheck2_TimeSpent |
| dtype: float64 |
| - name: AttentionCheck2_TimesAnswerChanged |
| dtype: float64 |
| - name: AttentionCheck2_ParticipantAnswer |
| dtype: large_string |
| - name: AttentionCheck2_Confidence |
| dtype: float64 |
| - name: TrustQuestionnaire_Q1 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q2 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q3 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q4 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q5 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q6 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q7 |
| dtype: float64 |
| - name: TrustQuestionnaire_Q8 |
| dtype: float64 |
| - name: PastExperience |
| dtype: float64 |
| - name: Finished |
| dtype: large_string |
| splits: |
| - name: test |
| num_bytes: 1198000 |
| num_examples: 417 |
| download_size: 248810 |
| dataset_size: 1198000 |
| configs: |
| - config_name: clean_long |
| data_files: |
| - split: test |
| path: clean_long/test-* |
| - config_name: clean_wide |
| data_files: |
| - split: test |
| path: clean_wide/test-* |
| - config_name: full |
| data_files: |
| - split: test |
| path: full/test-* |
| license: cc-by-4.0 |
| tags: |
| - concept-bottleneck-models |
| - phishing-detection |
| - user-study |
| --- |
| # NWeak/CBM-user-study-emails |
|
|
| Participant responses from the emails concept-bottleneck user study. Three configs: |
|
|
| - **`full`** (417 participants, one row each): every participant, as |
| originally recorded. `ExperimentalCondition`: `LabelOnly`, |
| `NonInteractiveConcepts`, `InteractiveConcepts`, or `NoSupport`. |
| - **`clean_wide`** (363 participants, one row each): `full` filtered to |
| remove participants who were (a) blank/incomplete, (b) failed |
| `AttentionCheck1`/`AttentionCheck2`, or (c) switched away from the |
| browser tab more than 3 times total across the 10 stimuli (a |
| tab-switching risk heuristic, e.g. possible use of an external tool to |
| answer). Kept participants' values are otherwise byte-identical to |
| `full`, except stimulus 268's columns are blanked in place (slot position |
| preserved) for participants who saw it -- see the 263/268 note below. |
| - **`clean_long`** (3539 rows, one row per participant-stimulus, main 10 |
| stimuli only): the same 363 participants as `clean_wide`, melted to long |
| format. `TimeSpent` is in minutes (`raw_ms / 60000`); |
| `Confidence_Adjusted = abs(Confidence - 7)` folds the 1-13 confidence |
| scale into a direction-independent 0-6 measure. Stimulus 268 rows are |
| fully absent here (not just blanked). |
|
|
| **Known issue (stimuli 263/268)**: due to a human error, the model |
| activations actually shown to participants for stimuli 263 and 268 did not |
| match the model's real output. 268 also flipped which concepts were active |
| (materially different information shown) -- all `full` observations for |
| 268 are blanked out in `clean_wide`/`clean_long`. 263's error preserved the |
| same binary concept pattern (values differ, signs don't), so its |
| observations were kept; its GT is correct, only its recorded activations |
| are unreliable. Full root-cause writeup in this repo's `emails/DATASET_NOTES.md` |
| and `emails/PARTICIPANT_DATA_REPORT.md`. |
|
|
| ## Ownership and licence |
|
|
| **The participant data is our own work, (c) 2026 the authors, released under |
| CC-BY-4.0.** That covers every participant response (answers, confidence, |
| timings, concept clicks, answer changes, tab-switching), our model's outputs |
| (`ModelAnswer`, `FeatureN_Detected`), and the experimental design. |
|
|
| One exception: the `FeatureN_GT` columns are our six-concept merge of the |
| emotion and motivation annotations in Toth, Bisztray and Dubniczky's |
| **PhishingSpamDataSet** ([arXiv:2511.21448](https://arxiv.org/abs/2511.21448)), |
| CC-BY-4.0, so their attribution requirement reaches those columns. The email |
| text itself is not included here. Please cite them alongside our paper. |
|
|
| See |
| [`NWeak/emails-mirror`](https://huggingface.co/datasets/NWeak/emails-mirror) |
| for the email data itself and |
| [`NWeak/emails-user-study`](https://huggingface.co/datasets/NWeak/emails-user-study) |
| for our model's own computed activations/predictions (a different dataset |
| from this one -- that one is model output, this one is participant |
| responses). |
|
|
| ## Citation |
|
|
| Produced for **[Are Concept Bottleneck Models Effective as Decision-Support |
| Systems?](https://arxiv.org/abs/2608.25581)** (arXiv:2608.25581) -- Bogani, |
| Debole, Marconato, Pugnana, Tentori, Passerini. Code: |
| [github.com/debryu/user-study-CBMs](https://github.com/debryu/user-study-CBMs). |
|
|
