GEE Regression Results =================================================================================== Dep. Variable: binary No. Observations: 5181 Model: GEE No. clusters: 65 Method: Generalized Min. cluster size: 78 Estimating Equations Max. cluster size: 84 Family: Binomial Mean cluster size: 79.7 Dependence structure: Independence Num. iterations: 2 Date: Mon, 07 Sep 2026 Scale: 1.000 Covariance type: robust Time: 05:45:13 ======================================================================================================================== coef std err z P>|z| [0.025 0.975] ------------------------------------------------------------------------------------------------------------------------ intercept 0.5887 0.196 3.003 0.003 0.204 0.973 Codex 1.6148 0.111 14.486 0.000 1.396 1.833 Gemini 0.6736 0.095 7.091 0.000 0.487 0.860 field_cb_benefit_presence_strength_code 0.3415 0.109 3.126 0.002 0.127 0.556 field_cb_cost_intensity_code 0.5407 0.316 1.711 0.087 -0.079 1.160 field_cb_cost_presence_strength_code 0.7205 0.328 2.197 0.028 0.078 1.363 field_detection_verification_presence_strength_code -3.9306 0.600 -6.554 0.000 -5.106 -2.755 field_dppra_a_strength_code -1.9648 0.265 -7.405 0.000 -2.485 -1.445 field_dppra_alignment_score_code -2.1142 0.268 -7.890 0.000 -2.639 -1.589 field_dppra_d_strength_code 2.1268 0.405 5.246 0.000 1.332 2.921 field_dppra_p1_strength_code -1.3581 0.248 -5.485 0.000 -1.843 -0.873 field_dppra_p2_strength_code -1.7965 0.251 -7.151 0.000 -2.289 -1.304 field_dppra_r_strength_code -2.6404 0.299 -8.831 0.000 -3.226 -2.054 field_eth_accountability_code 0.5407 0.351 1.540 0.123 -0.147 1.229 field_eth_autonomy_code -0.3482 0.262 -1.327 0.185 -0.862 0.166 field_eth_beneficence_eth_code 0.0962 0.275 0.350 0.726 -0.442 0.635 field_eth_beneficence_mech_code -0.6823 0.133 -5.128 0.000 -0.943 -0.421 field_eth_equity_code -0.8034 0.262 -3.063 0.002 -1.317 -0.289 field_eth_integrity_code 0.4989 0.298 1.673 0.094 -0.086 1.083 field_eth_justice_code -0.4284 0.283 -1.515 0.130 -0.983 0.126 field_eth_nonmaleficence_code 0.1631 0.315 0.518 0.604 -0.454 0.780 field_eth_privacy_code -1.0611 0.237 -4.480 0.000 -1.525 -0.597 field_eth_transparency_code 0.4989 0.304 1.639 0.101 -0.098 1.095 field_int_academic_intensity_code -5.0052 0.611 -8.193 0.000 -6.203 -3.808 field_int_assessment_intensity_code -3.4790 0.333 -10.435 0.000 -4.132 -2.826 field_int_data_prov_intensity_code -1.4492 0.227 -6.382 0.000 -1.894 -1.004 field_int_epistemic_intensity_code -1.3581 0.219 -6.193 0.000 -1.788 -0.928 field_int_research_intensity_code -3.7526 0.346 -10.834 0.000 -4.432 -3.074 field_int_system_tevv_intensity_code -0.9217 0.237 -3.885 0.000 -1.387 -0.457 field_journal_evidence_quality_strength_code -0.8102 0.522 -1.553 0.120 -1.833 0.212 field_surveillance_monitoring_presence_strength_code -5.1118 0.994 -5.143 0.000 -7.060 -3.164 ============================================================================== Skew: -0.3074 Kurtosis: -0.3985 Centered skew: -0.2340 Centered kurtosis: -0.2894 ============================================================================== Reported pairwise contrasts use robust covariance multiplied by G/(G-1) and t(G-1) reference, with Holm adjustment.