                          MNLogit Regression Results                          
==============================================================================
Dep. Variable:                      y   No. Observations:                 9049
Model:                        MNLogit   Df Residuals:                     8995
Method:                           MLE   Df Model:                           51
Date:                Fri, 12 Jun 2026   Pseudo R-squ.:                 0.03118
Time:                        00:37:57   Log-Likelihood:                -11751.
converged:                       True   LL-Null:                       -12129.
Covariance Type:            nonrobust   LLR p-value:                2.772e-126
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                                                                              y=1       coef    std err          z      P>|z|      [0.025      0.975]
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Intercept                                                                             0.2944      0.211      1.397      0.162      -0.119       0.707
C(Field_raw, Treatment(reference=3))[T.1.0]                                          -0.1221      0.239     -0.512      0.609      -0.590       0.346
C(Field_raw, Treatment(reference=3))[T.2.0]                                          -0.1642      0.085     -1.933      0.053      -0.331       0.002
C(Field_raw, Treatment(reference=3))[T.4.0]                                           0.0365      0.175      0.208      0.835      -0.306       0.379
C(Field_raw, Treatment(reference=3))[T.5.0]                                           0.0850      0.095      0.897      0.370      -0.101       0.271
C(Field_raw, Treatment(reference=3))[T.6.0]                                           0.0796      0.102      0.781      0.435      -0.120       0.279
C(Tenure_raw, Treatment(reference=0))[T.1.0]                                         -0.0458      0.084     -0.545      0.586      -0.211       0.119
C(Tenure_raw, Treatment(reference=0))[T.2.0]                                          0.1345      0.122      1.105      0.269      -0.104       0.373
C(Position3, Treatment(reference='Faculty/Senior'))[T.Early career (PhD/Postdoc)]     0.0938      0.112      0.835      0.404      -0.126       0.314
C(Position3, Treatment(reference='Faculty/Senior'))[T.Other (public/NGO/other)]       0.0466      0.086      0.541      0.589      -0.122       0.215
C(Gender_raw, Treatment(reference=1))[T.2.0]                                          0.0603      0.069      0.869      0.385      -0.076       0.196
C(Gender_raw, Treatment(reference=1))[T.3.0]                                         -1.8020      0.750     -2.402      0.016      -3.272      -0.332
C(Gender_raw, Treatment(reference=1))[T.4.0]                                         -0.4255      0.604     -0.705      0.481      -1.609       0.758
C(Gender_raw, Treatment(reference=1))[T.5.0]                                         -1.1957      0.262     -4.564      0.000      -1.709      -0.682
Political_raw                                                                        -0.0635      0.028     -2.293      0.022      -0.118      -0.009
Research_raw                                                                         -0.0716      0.024     -2.960      0.003      -0.119      -0.024
InnerCircle_raw                                                                       0.0337      0.070      0.480      0.632      -0.104       0.171
Age_raw                                                                              -0.0678      0.032     -2.134      0.033      -0.130      -0.006
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                                                                              y=2       coef    std err          z      P>|z|      [0.025      0.975]
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Intercept                                                                            -1.0214      0.215     -4.752      0.000      -1.443      -0.600
C(Field_raw, Treatment(reference=3))[T.1.0]                                          -0.4410      0.278     -1.585      0.113      -0.986       0.104
C(Field_raw, Treatment(reference=3))[T.2.0]                                          -0.2661      0.090     -2.972      0.003      -0.442      -0.091
C(Field_raw, Treatment(reference=3))[T.4.0]                                          -0.1596      0.199     -0.803      0.422      -0.549       0.230
C(Field_raw, Treatment(reference=3))[T.5.0]                                           0.3018      0.092      3.297      0.001       0.122       0.481
C(Field_raw, Treatment(reference=3))[T.6.0]                                           0.3730      0.099      3.783      0.000       0.180       0.566
C(Tenure_raw, Treatment(reference=0))[T.1.0]                                         -0.0549      0.084     -0.657      0.511      -0.219       0.109
C(Tenure_raw, Treatment(reference=0))[T.2.0]                                          0.0536      0.125      0.429      0.668      -0.192       0.299
C(Position3, Treatment(reference='Faculty/Senior'))[T.Early career (PhD/Postdoc)]    -0.0340      0.116     -0.293      0.769      -0.262       0.194
C(Position3, Treatment(reference='Faculty/Senior'))[T.Other (public/NGO/other)]       0.0389      0.085      0.456      0.648      -0.128       0.206
C(Gender_raw, Treatment(reference=1))[T.2.0]                                          0.2118      0.070      3.026      0.002       0.075       0.349
C(Gender_raw, Treatment(reference=1))[T.3.0]                                         -0.5123      0.480     -1.068      0.286      -1.453       0.428
C(Gender_raw, Treatment(reference=1))[T.4.0]                                         -1.0420      0.786     -1.326      0.185      -2.583       0.499
C(Gender_raw, Treatment(reference=1))[T.5.0]                                         -0.9934      0.247     -4.024      0.000      -1.477      -0.510
Political_raw                                                                         0.0277      0.027      1.007      0.314      -0.026       0.081
Research_raw                                                                          0.0699      0.024      2.884      0.004       0.022       0.117
InnerCircle_raw                                                                       0.1719      0.070      2.456      0.014       0.035       0.309
Age_raw                                                                               0.0380      0.031      1.208      0.227      -0.024       0.100
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                                                                              y=3       coef    std err          z      P>|z|      [0.025      0.975]
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Intercept                                                                             1.2443      0.181      6.892      0.000       0.890       1.598
C(Field_raw, Treatment(reference=3))[T.1.0]                                           0.1193      0.190      0.627      0.530      -0.253       0.492
C(Field_raw, Treatment(reference=3))[T.2.0]                                          -0.1837      0.071     -2.588      0.010      -0.323      -0.045
C(Field_raw, Treatment(reference=3))[T.4.0]                                          -0.3454      0.167     -2.072      0.038      -0.672      -0.019
C(Field_raw, Treatment(reference=3))[T.5.0]                                          -0.1895      0.085     -2.241      0.025      -0.355      -0.024
C(Field_raw, Treatment(reference=3))[T.6.0]                                           0.0768      0.087      0.883      0.377      -0.094       0.247
C(Tenure_raw, Treatment(reference=0))[T.1.0]                                          0.0140      0.073      0.192      0.847      -0.128       0.156
C(Tenure_raw, Treatment(reference=0))[T.2.0]                                          0.0515      0.107      0.480      0.632      -0.159       0.262
C(Position3, Treatment(reference='Faculty/Senior'))[T.Early career (PhD/Postdoc)]     0.2475      0.096      2.565      0.010       0.058       0.437
C(Position3, Treatment(reference='Faculty/Senior'))[T.Other (public/NGO/other)]       0.0006      0.074      0.009      0.993      -0.145       0.146
C(Gender_raw, Treatment(reference=1))[T.2.0]                                         -0.0078      0.059     -0.132      0.895      -0.124       0.109
C(Gender_raw, Treatment(reference=1))[T.3.0]                                         -0.1557      0.320     -0.487      0.626      -0.783       0.471
C(Gender_raw, Treatment(reference=1))[T.4.0]                                          0.0139      0.469      0.030      0.976      -0.905       0.933
C(Gender_raw, Treatment(reference=1))[T.5.0]                                         -1.1276      0.210     -5.375      0.000      -1.539      -0.716
Political_raw                                                                        -0.3822      0.025    -15.158      0.000      -0.432      -0.333
Research_raw                                                                         -0.0079      0.020     -0.384      0.701      -0.048       0.032
InnerCircle_raw                                                                       0.4654      0.058      7.971      0.000       0.351       0.580
Age_raw                                                                              -0.0074      0.027     -0.273      0.785      -0.060       0.045
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