{"id":"W1486975673","doi":"10.1002/9781444303056.ch10","title":"Applying the Unified Instrumental Model of Group Conflict to Understanding Ethnic Conflict and Violence: The Case of Sudan","year":2008,"lang":"en","type":"other","venue":"","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ethnic conflict; Ethnic group; Criminology; Group (periodic table); Social psychology; Psychology; Political science; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004875264,0.0001997705,0.00033887,0.00007204328,0.0003166331,0.00002671001,0.0004106053,0.0002190347,0.0002072749],"category_scores_gemma":[0.0000793878,0.0001212887,0.00008897686,0.0002413515,0.001510525,0.00004659027,0.0001263267,0.0002338192,0.000003293769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023774,"about_ca_system_score_gemma":0.000152627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06960365,"about_ca_topic_score_gemma":0.02183054,"domain_scores_codex":[0.9985836,0.0001410665,0.0002877801,0.0002404302,0.0003749967,0.0003721508],"domain_scores_gemma":[0.9989675,0.0003188819,0.0002418926,0.0003009771,0.00002426555,0.0001464714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001419014,0.00001758813,0.00005728145,0.00003607393,0.00004975943,0.0000113207,0.008070622,0.000004903519,0.00006491068,0.9854059,0.004038441,0.002229053],"study_design_scores_gemma":[0.001453839,0.0002183994,0.000155,0.001157233,0.0002160494,0.00009443287,0.09318642,0.002500895,0.0003434048,0.008525005,0.8910709,0.001078446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0094651,0.00159077,0.001633015,0.0006001569,0.0001418101,0.001850165,0.0001737856,0.00005977819,0.9844854],"genre_scores_gemma":[0.898733,0.005425198,0.0001303032,0.0009423209,0.0001384693,0.00009785995,0.000002978238,0.00008517263,0.09444474],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9768808,"threshold_uncertainty_score":0.9960185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438106598094446,"score_gpt":0.3496818319313261,"score_spread":0.2058711721218814,"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."}}