{"id":"W2725747950","doi":"10.5334/sta.491","title":"Is There Anybody There? Police, Communities and Communications Technology in Hargeisa","year":2017,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Public relations; Community policing; Perspective (graphical); Community engagement; Local community; Political science; Sociology; Business; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108383,0.00006216956,0.0001219945,0.0001341313,0.0008349142,0.0002188189,0.0007390237,0.0000738419,0.000164054],"category_scores_gemma":[0.0001209871,0.00005704234,0.00002032235,0.00003529149,0.000795037,0.0004796271,0.0002940308,0.0002914733,0.000002549228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002666,"about_ca_system_score_gemma":0.0002303533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02619642,"about_ca_topic_score_gemma":0.1166067,"domain_scores_codex":[0.9991994,0.0001328072,0.0002726133,0.00005869145,0.0002224517,0.0001140301],"domain_scores_gemma":[0.9989788,0.0001778963,0.000277067,0.0002341443,0.0002709278,0.00006118794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001880647,0.00012205,0.5137932,0.000006319827,0.00004728818,8.713131e-7,0.4764687,8.361708e-8,0.00002037945,0.004392318,0.00002290164,0.005107064],"study_design_scores_gemma":[0.0004887846,0.00002862326,0.6343151,0.0001162873,0.000008546976,0.00001664027,0.2868893,0.00001518026,0.00009279319,0.01231896,0.06558979,0.0001199353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634032,0.0002917236,0.0000129006,0.03074488,0.0001220998,0.00006032204,0.00001586842,0.000005886165,0.005343151],"genre_scores_gemma":[0.9947628,0.004066444,0.0009234617,0.0001783632,0.00004513861,0.000002954222,0.000001565101,0.000002548295,0.00001665779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1895794,"threshold_uncertainty_score":0.9802882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056269375184722,"score_gpt":0.4149960013956873,"score_spread":0.3093690638772151,"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."}}