{"id":"W2145389972","doi":"10.5334/sta.ek","title":"External Police Oversight in Mexico: Experiences, Challenges, and Lessons Learned","year":2014,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Transparency (behavior); Bureaucracy; Frontier; Political science; Public administration; Context (archaeology); Politics; Institution; Democracy; Public relations; Law; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006808521,0.000420854,0.0005976169,0.0005974859,0.01438033,0.006726452,0.00155248,0.003027187,0.00325805],"category_scores_gemma":[0.007693237,0.0004072242,0.0002492534,0.001443054,0.008239312,0.004370905,0.007637803,0.004438192,0.0002065806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00888789,"about_ca_system_score_gemma":0.008428952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05365087,"about_ca_topic_score_gemma":0.09962809,"domain_scores_codex":[0.9948452,0.002566428,0.000100824,0.0003410205,0.0004263514,0.001720267],"domain_scores_gemma":[0.9967567,0.001252838,0.0005399899,0.0001959563,0.0004389524,0.0008154449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000491024,0.0001025555,0.009470186,0.0002011395,0.000007822927,0.003092258,0.9471854,0.0001393575,0.0003118552,0.01007135,0.00688203,0.02248694],"study_design_scores_gemma":[0.000005367545,0.00004238571,0.005157652,0.0002334182,0.000004673979,0.0003803527,0.9425501,0.00007769236,0.0001380763,0.000909947,0.05048515,0.0000152582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299471,0.002073029,0.00119719,0.03657625,0.0002549419,0.0000622092,0.000080438,0.00003664561,0.02977224],"genre_scores_gemma":[0.9869376,0.001994426,0.0006267205,0.00209472,0.0000943085,0.00005878555,0.00004505293,0.00002516197,0.008123101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05365087,"threshold_uncertainty_score":0.1066772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056807659268543,"score_gpt":0.3889398349777552,"score_spread":0.2832590690509009,"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."}}