{"id":"W2002536875","doi":"10.2979/aft.2001.48.2.172","title":"BOOK REVIEW: Yakan, Mohamad Z. ALMANAC OF AFRICAN PEOPLES &amp; NATIONS. New Brunswick and London: Transaction Publishers, 1999.","year":2001,"lang":"en","type":"article","venue":"Africa Today","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database transaction; Political science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0004156722,0.0001467825,0.0002881693,0.0001318369,0.0003219522,0.00007337623,0.0002760884,0.0001267762,0.0008964293],"category_scores_gemma":[0.0003992653,0.0001470297,0.0001106951,0.0009515001,0.000195651,0.0009120067,0.00002424369,0.0001489978,0.00003235305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009354881,"about_ca_system_score_gemma":0.0004912269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01844021,"about_ca_topic_score_gemma":0.1029092,"domain_scores_codex":[0.9983777,0.0001671147,0.0003244911,0.0002779724,0.0004956066,0.0003570475],"domain_scores_gemma":[0.9990263,0.0001891367,0.0001582587,0.0002376549,0.0001503571,0.0002382925],"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":[0.00001459306,0.000083902,0.00108369,0.0001099823,0.00002863574,0.000002810782,0.01095335,0.000006577544,0.00001270473,0.00593234,0.9761721,0.005599357],"study_design_scores_gemma":[0.000198972,0.00003157414,0.001105853,0.0001282144,0.00005762604,0.000003337714,0.001641391,0.00001683916,0.000001869592,0.0005806635,0.9960729,0.000160753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006282873,0.691734,0.001213753,0.07702373,0.0004440239,0.00101735,0.00002024845,0.0002150108,0.222049],"genre_scores_gemma":[0.1424231,0.7544284,0.0007516086,0.004750261,0.0003261062,0.00001676894,0.00005457873,0.00003142514,0.09721775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1361402,"threshold_uncertainty_score":0.9880961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472981751835688,"score_gpt":0.264790065475804,"score_spread":0.2500602479574471,"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."}}