{"id":"W4392116708","doi":"10.15173/m.v1i41.3285","title":"James Makokis","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229917,0.0003601364,0.0002581629,0.0008849996,0.003539188,0.002553568,0.0005732641,0.001069088,0.06880351],"category_scores_gemma":[0.005811479,0.0002421668,0.0001680178,0.000397129,0.0007553862,0.001637126,0.00191699,0.003604755,0.02399998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083384,"about_ca_system_score_gemma":0.002522097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066421,"about_ca_topic_score_gemma":0.02598847,"domain_scores_codex":[0.9986785,0.0002289735,0.00004097739,0.0002706355,0.0006266611,0.0001542661],"domain_scores_gemma":[0.9972175,0.0002717157,0.0001266605,0.00009221785,0.001004714,0.00128714],"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":[0.00001761425,0.00001743032,0.0004582364,0.00004841801,0.000002222323,0.00006924979,0.0005286775,0.000009552028,0.0001566555,0.003973044,0.9616336,0.03308521],"study_design_scores_gemma":[0.000001980959,0.000008631212,0.0007862163,0.00006630695,0.000001735531,0.0003212313,0.0008959395,0.00001844417,0.0000865886,0.0005705914,0.9972345,0.000007679131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009691332,0.05327705,0.003150585,0.4694323,0.08120971,0.0001197773,0.0006672346,0.0008179695,0.3816341],"genre_scores_gemma":[0.03738957,0.01707568,0.001726384,0.06047009,0.005606127,0.00007401304,0.0002137032,0.00028944,0.877155],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06880351,"threshold_uncertainty_score":0.2301707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635971956640192,"score_gpt":0.2827291693977389,"score_spread":0.266369449831337,"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."}}