{"id":"W2888940731","doi":"10.5038/1911-9933.11.3.1516","title":"Why the United Nations Underperforms at Preventing Mass Atrocities","year":2018,"lang":"en","type":"article","venue":"Genocide Studies and Prevention","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genocide; Criminology; Political science; Psychology; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006645255,0.00008376571,0.00009881557,0.0001116499,0.003418582,0.00006753867,0.0001072195,0.00005166113,0.0000560869],"category_scores_gemma":[0.0001552137,0.00006057902,0.00006256047,0.00058793,0.0005749813,0.0001464714,0.0001100109,0.00006601524,0.00001387009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008845717,"about_ca_system_score_gemma":0.00002360121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426824,"about_ca_topic_score_gemma":0.0550805,"domain_scores_codex":[0.9991006,0.0001619648,0.0001502498,0.0001402667,0.0002069372,0.0002399715],"domain_scores_gemma":[0.9994813,0.0001157314,0.00008737196,0.00009173111,0.0001879536,0.0000358886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006355592,0.000008348461,0.002706097,0.0002182234,0.001021072,0.000002814388,0.3223076,0.00005306853,0.0003219244,0.5366635,0.0723528,0.06428099],"study_design_scores_gemma":[0.0001642346,0.0000776519,0.001786383,0.00005478115,0.0000754457,0.000001180971,0.08804558,0.00002269899,0.00001668596,0.4788952,0.4307325,0.0001276394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854975,0.01000207,0.01342044,0.02899202,0.001421794,0.001180486,0.00001911789,0.000210415,0.08977871],"genre_scores_gemma":[0.9143438,0.03187593,0.0127349,0.002625293,0.001488683,0.0000723825,0.00005278286,0.00002367922,0.03678256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3583798,"threshold_uncertainty_score":0.9978788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04596807586879795,"score_gpt":0.3444196750281329,"score_spread":0.2984515991593349,"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."}}