{"id":"W4385285939","doi":"10.4314/ad.v29i11","title":"0 - Prelim","year":2004,"lang":"en","type":"article","venue":"Africa Development","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danish International Development Agency; United States Agency for International Development; Carnegie Corporation of New York; International Development Research Centre; Council for the Development of Social Science Research in Africa; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Political science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002285366,0.00005797048,0.00006200417,0.00002848173,0.0003549653,0.00004086922,0.0001683379,0.00005179201,0.00006606485],"category_scores_gemma":[0.00006651175,0.00005754323,0.00002184519,0.0001853822,0.00006021134,0.00008080908,0.00003675886,0.00005391431,0.0004791714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591692,"about_ca_system_score_gemma":0.0003752956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261219,"about_ca_topic_score_gemma":0.001414733,"domain_scores_codex":[0.9991867,0.00001960109,0.0001066212,0.000120158,0.0002894957,0.0002774482],"domain_scores_gemma":[0.9997307,0.00001249475,0.0000233638,0.00007393057,0.00005548667,0.0001040308],"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":[0.00001162288,0.0003102217,0.001792971,0.00001128649,0.0000483125,0.00003828205,0.361977,0.0001914441,0.00006233506,0.5979821,0.01143162,0.02614279],"study_design_scores_gemma":[0.0001495449,0.000008599724,0.002818318,0.000009775236,0.000002287569,3.796683e-7,0.00288409,0.000001339075,0.00004107741,0.01022946,0.9837403,0.0001148016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.377494,0.0003036745,0.001424923,0.00461334,0.0005004124,0.0002528003,0.000001620755,0.000233905,0.6151753],"genre_scores_gemma":[0.9885408,0.00004469677,0.007868935,0.0001891661,0.00004258971,0.00001004651,0.000002939051,0.000004192454,0.003296664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9723087,"threshold_uncertainty_score":0.6158939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179447283494521,"score_gpt":0.2702276316893485,"score_spread":0.2484331588544033,"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."}}