GEE Regression Results =================================================================================== Dep. Variable: binary No. Observations: 4206 Model: GEE No. clusters: 65 Method: Generalized Min. cluster size: 63 Estimating Equations Max. cluster size: 69 Family: Binomial Mean cluster size: 64.7 Dependence structure: Independence Num. iterations: 2 Date: Mon, 07 Sep 2026 Scale: 1.000 Covariance type: robust Time: 05:45:12 ======================================================================================================================== coef std err z P>|z| [0.025 0.975] ------------------------------------------------------------------------------------------------------------------------ intercept -2.1811 0.526 -4.148 0.000 -3.212 -1.151 Codex 0.5496 0.097 5.667 0.000 0.360 0.740 Gemini 0.4589 0.157 2.928 0.003 0.152 0.766 field_dppra_a_strength_code 3.7838 0.480 7.882 0.000 2.843 4.725 field_dppra_alignment_score_code 4.5791 0.551 8.313 0.000 3.500 5.659 field_dppra_d_strength_code 7.1426 1.025 6.969 0.000 5.134 9.151 field_dppra_p1_strength_code 5.1633 0.569 9.082 0.000 4.049 6.278 field_dppra_p2_strength_code 3.4190 0.519 6.585 0.000 2.401 4.437 field_dppra_r_strength_code 2.4324 0.577 4.212 0.000 1.301 3.564 field_eth_accountability_code 5.5110 0.657 8.388 0.000 4.223 6.799 field_eth_autonomy_code 6.0330 1.047 5.760 0.000 3.980 8.086 field_eth_beneficence_mech_code 7.1426 1.025 6.969 0.000 5.134 9.151 field_eth_equity_code 4.1549 0.581 7.153 0.000 3.017 5.293 field_eth_integrity_code 7.1426 1.025 6.969 0.000 5.134 9.151 field_eth_justice_code 4.7896 0.611 7.839 0.000 3.592 5.987 field_eth_nonmaleficence_code 6.4440 0.750 8.591 0.000 4.974 7.914 field_eth_privacy_code 4.0949 0.659 6.212 0.000 2.803 5.387 field_eth_transparency_code 5.1633 0.625 8.266 0.000 3.939 6.388 field_int_academic_intensity_code 0.1597 0.574 0.278 0.781 -0.966 1.285 field_int_assessment_intensity_code 0.6253 0.604 1.035 0.301 -0.559 1.809 field_int_data_prov_intensity_code 3.5700 0.633 5.636 0.000 2.328 4.811 field_int_epistemic_intensity_code 4.5099 0.621 7.262 0.000 3.293 5.727 field_int_research_intensity_code 1.1650 0.534 2.181 0.029 0.118 2.212 field_int_system_tevv_intensity_code 3.9301 0.494 7.953 0.000 2.962 4.899 field_journal_evidence_quality_strength_code 4.4355 0.760 5.840 0.000 2.947 5.924 field_surveillance_monitoring_presence_strength_code 1.2658 0.635 1.995 0.046 0.022 2.509 ============================================================================== Skew: -1.0879 Kurtosis: 3.9528 Centered skew: -0.5955 Centered kurtosis: 3.3379 ============================================================================== Reported pairwise contrasts use robust covariance multiplied by G/(G-1) and t(G-1) reference, with Holm adjustment.