{"id":"W1491892393","doi":"","title":"Violence: Analysis, Intervention and Prevention","year":2012,"lang":"en","type":"article","venue":"International journal on world peace","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Sociology; Conflict resolution; Politics; Peacebuilding; Intervention (counseling); Empowerment; Public relations; Criminology; Media studies; Psychology; Social science; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001170438,0.00009844951,0.0001736247,0.0005133431,0.0004128386,0.00002455212,0.0001500355,0.00004783739,0.001043638],"category_scores_gemma":[0.0001373682,0.00008430765,0.0001377612,0.0002425127,0.00002403433,0.0002434088,0.00008016957,0.0005913402,0.000226764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982454,"about_ca_system_score_gemma":0.0000483943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005605658,"about_ca_topic_score_gemma":0.00009398351,"domain_scores_codex":[0.9983668,0.0002882494,0.0005059734,0.0001143672,0.0003931384,0.0003314204],"domain_scores_gemma":[0.9988807,0.0002075059,0.0003467299,0.00008456232,0.0002537188,0.0002267856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004126981,0.0003609672,0.7045299,0.00005155788,0.001695539,0.00001074703,0.008252839,0.00002013322,0.00003170468,0.01282647,0.0114546,0.2603528],"study_design_scores_gemma":[0.0007221863,0.00005535864,0.523791,0.0005304803,0.0001166671,0.000007089869,0.0006824048,0.00005842372,0.000009277821,0.0004392051,0.4734921,0.00009575699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282169,0.006388997,0.004845391,0.02722167,0.008159403,0.0004386249,0.00002011888,0.00008244893,0.0246265],"genre_scores_gemma":[0.9835597,0.001564125,0.0001963715,0.003443841,0.001741225,0.00002658044,0.00001350294,0.000008765245,0.009445886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4620376,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07176017283524251,"score_gpt":0.5043030712435776,"score_spread":0.4325428984083352,"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."}}