{"id":"W7009454406","doi":"","title":"Examining the Intricate Relationship Between E-Government Readiness and State Fragility","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Fragility; Corporate governance; Index (typography); Human capital; Work (physics); Convergence (economics); Transition (genetics); Trajectory","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007336048,0.00005642368,0.0001365397,0.0000499823,0.0007087795,0.0004172891,0.000301775,0.00007488477,0.000001177745],"category_scores_gemma":[0.00260442,0.00003391438,0.00005800169,0.0003649436,0.00003604985,0.001257178,0.00004550717,0.0001448968,0.000002077226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008244413,"about_ca_system_score_gemma":0.000130551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822654,"about_ca_topic_score_gemma":0.00004974762,"domain_scores_codex":[0.998001,0.00031492,0.0006154386,0.00003714058,0.0009078993,0.0001235538],"domain_scores_gemma":[0.9955344,0.002098256,0.001821078,0.00009732784,0.0004162104,0.00003276722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001168351,0.0000039418,0.9539454,0.00003257587,0.00006266088,7.835717e-9,0.00904197,0.00007671117,6.892334e-7,0.0318761,0.003918484,0.00102975],"study_design_scores_gemma":[0.000347236,0.00001235221,0.6984152,0.00005210655,0.00005166484,2.201808e-7,0.01771058,0.00009419913,0.000009318349,0.001569742,0.2816933,0.00004403279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883244,0.0002227198,0.003157192,0.03124388,0.003509735,0.001267077,0.0001051327,0.00003117949,0.07213869],"genre_scores_gemma":[0.9960363,0.00001751829,0.00001634624,0.0002155558,0.0001822099,0.00001089628,0.000002123992,0.000001781529,0.003517258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777748,"threshold_uncertainty_score":0.5451431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835885429393451,"score_gpt":0.2937001448286,"score_spread":0.2553412905346655,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}