{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005589174,0.00003428822,0.00005592943,0.00002017868,0.002011542,0.00001394945,0.0003516653,0.000009211712,0.007958477],"category_scores_gemma":[0.00005423439,0.00002380055,0.00006369092,0.0003339194,0.0001321489,0.00002960508,0.00004207923,0.000102733,0.000128403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134086,"about_ca_system_score_gemma":0.0001857472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009047411,"about_ca_topic_score_gemma":0.0002178251,"domain_scores_codex":[0.9991789,0.0002964304,0.00005341512,0.00008044919,0.0002612583,0.0001295626],"domain_scores_gemma":[0.9997162,0.00004344146,0.0000342417,0.0001435569,0.00001359591,0.00004898446],"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":[0.000006428675,0.00006649084,0.0005881267,8.202343e-7,0.00003669855,0.000002189702,0.3975946,0.000007605424,0.00008462944,0.06228585,0.5370117,0.002314857],"study_design_scores_gemma":[0.00001295672,0.000005255692,0.00008768225,1.6943e-7,0.00001947004,3.844613e-7,0.2179191,3.727921e-7,0.00000672782,0.0008737507,0.781042,0.00003206718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4828657,0.001963553,0.000008908697,0.0571746,0.001335405,0.0001709567,0.000008814213,0.0001049509,0.4563671],"genre_scores_gemma":[0.894764,0.000009493391,0.00001615154,0.001424461,0.000262368,0.00004631197,0.000001071318,0.000003198284,0.1034729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4118983,"threshold_uncertainty_score":0.9992877,"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."}}