{"id":"W1574917741","doi":"10.1080/00083968.2012.705596","title":"Anatomy of Violence: Understanding the Systems of Conflict and Violence in Africa","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Criminology; Anatomy; Political science; Sociology; Medicine; 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":[0.002124223,0.0002519564,0.0008713676,0.0003789743,0.0007037479,0.00003475005,0.0005430122,0.00009648726,0.00001074902],"category_scores_gemma":[0.001865866,0.0001720206,0.0001446008,0.001380616,0.003362938,0.000281898,0.000065644,0.0002748738,3.890356e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071389,"about_ca_system_score_gemma":0.0004068335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06454814,"about_ca_topic_score_gemma":0.3418893,"domain_scores_codex":[0.997366,0.0003361354,0.0008657582,0.0001884769,0.0002482492,0.0009953624],"domain_scores_gemma":[0.9965557,0.0009437788,0.0007350157,0.0001753774,0.0007437355,0.000846321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000516251,0.0000512032,0.1317688,0.0003978297,0.0005619728,0.00007716889,0.4331854,0.00008082265,0.0000732491,0.4316936,0.0002927143,0.001765621],"study_design_scores_gemma":[0.0004781076,0.000401402,0.02752822,0.00321877,0.0002373619,0.00008462833,0.9144922,0.00001470743,0.00001031862,0.01944794,0.03360517,0.000481169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988926,0.09339088,0.00001803582,0.002120932,0.0005605731,0.0003264886,0.00006608784,0.00000652636,0.004617907],"genre_scores_gemma":[0.9905551,0.008959201,0.00006578807,0.00002780922,0.0003183864,0.00001245366,3.330501e-7,0.00001395648,0.00004695389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813068,"threshold_uncertainty_score":0.9993494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007441323297182,"score_gpt":0.2934718150307305,"score_spread":0.1927276827010123,"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."}}