Student Results Dashboard

    View student predictions and AI agreement analysis

    Total Predictions

    247

    +12% from last month

    Avg Agreement (κ)

    0.68

    Substantial

    Avg Student Pred.

    62%

    Retention likelihood

    Avg AI Pred.

    58%

    Retention likelihood

    Overall Student-AI Inter-Agreement

    Landis & Koch scale interpretation

    0.68

    Average Kappa (κ)

    Substantial
    PoorFair ModerateSubstantialAlmost Perfect
    0.00 0.200.400.600.801.00

    Recent Student Predictions

    Comparing student vs AI predictions with agreement analysis

    John Smith

    2025-11-25 14:30

    molar • Furcation: class-1

    Student

    72%

    AI

    78%

    Diff

    +6%

    Sarah Johnson

    2025-11-25 14:15

    premolar • Furcation: none

    Student

    80%

    AI

    62%

    Diff

    -18%

    Michael Chen

    2025-11-25 13:45

    canine • Furcation: none

    Student

    85%

    AI

    91%

    Diff

    +6%

    Emily Davis

    2025-11-25 13:20

    molar • Furcation: class-2

    Student

    70%

    AI

    45%

    Diff

    -25%

    Robert Wilson

    2025-11-25 12:55

    incisor • Furcation: none

    Student

    78%

    AI

    83%

    Diff

    +5%

    Student-Specific Agreement Levels

    Individual student inter-agreement with AI predictions

    John Smith

    18 predictions

    0.82

    Sarah Johnson

    24 predictions

    0.71

    Michael Chen

    15 predictions

    0.65

    Emily Davis

    22 predictions

    0.58

    Robert Wilson

    19 predictions

    0.76

    Lisa Anderson

    12 predictions

    0.49

    David Martinez

    21 predictions

    0.84

    Jennifer Brown

    16 predictions

    0.62

    Agreement Trends Over Time

    Student-AI agreement by month (2024)