{"id":"W4237736094","doi":"10.1080/02589000903216948","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Journal of Contemporary African Studies","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Political science","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":[0.001064232,0.0002276845,0.0007828347,0.0003092662,0.0001211303,0.00003386291,0.0003422601,0.00003734516,0.00001375685],"category_scores_gemma":[0.0005397969,0.0001638662,0.0002500329,0.0004577755,0.0001733616,0.0007367473,0.00004774925,0.0003068599,0.0001136055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325154,"about_ca_system_score_gemma":0.0002141142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002079303,"about_ca_topic_score_gemma":0.000001062439,"domain_scores_codex":[0.9979051,0.0001881917,0.0008984035,0.000143991,0.0006104092,0.000253944],"domain_scores_gemma":[0.9974315,0.000211892,0.001194933,0.0002170171,0.0007867303,0.0001579509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001550769,0.0005828427,0.006379984,0.00002978062,0.001743942,0.0009386307,0.0117435,0.00005264916,0.01387499,0.002395049,0.9566112,0.00409664],"study_design_scores_gemma":[0.006913158,0.007820771,0.07027946,0.0007965462,0.0003682211,0.0006352078,0.05619031,0.00001864636,0.008497776,0.03038225,0.8169128,0.001184798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.614652,0.1400459,0.000121366,0.0136848,0.0009352262,0.0004067103,0.00002948964,0.0001658699,0.2299586],"genre_scores_gemma":[0.9971715,0.0002272024,0.0006572893,0.0004727594,0.0003816581,0.000001276723,2.989503e-7,0.00002510218,0.001062922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825195,"threshold_uncertainty_score":0.6682271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892415422739331,"score_gpt":0.3384752105175259,"score_spread":0.2492336682435928,"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."}}