{"id":"W4413677932","doi":"10.64628/aaj.9x7mvtw73","title":"On the brink: why 2019 may be another bad year for beleaguered Mali","year":2018,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Political science; Economics; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009060169,0.0003189372,0.0005476846,0.0002591576,0.0001458703,0.000203155,0.0006441051,0.0004284462,0.009038189],"category_scores_gemma":[0.0003625972,0.0002378322,0.0003991461,0.00009500984,0.0001344199,0.00005408372,0.0002696958,0.0003319237,0.003208904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007994704,"about_ca_system_score_gemma":0.00005559838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004405951,"about_ca_topic_score_gemma":0.00007224888,"domain_scores_codex":[0.9983491,0.00003703178,0.0005422508,0.000592505,0.00005415775,0.0004249453],"domain_scores_gemma":[0.998114,0.0004048306,0.0003635004,0.001000055,0.00004402141,0.00007357124],"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":[0.0001553165,0.00006787213,0.00154925,0.0000346182,0.0001709662,7.843643e-7,0.0002357052,0.00001617816,0.000007986691,0.1546884,0.842762,0.0003109524],"study_design_scores_gemma":[0.0005833104,0.0002530208,0.004136041,0.00006177831,0.00001757645,0.000001488827,0.00006422859,0.000471557,0.0004649315,0.06554648,0.927822,0.000577607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3106474,0.001869017,0.01659111,0.05399341,0.004833957,0.003537061,0.007085839,0.00028174,0.6011605],"genre_scores_gemma":[0.3367804,0.0006410104,0.002703493,0.01219089,0.00143587,0.0002072562,0.000151695,0.0002222883,0.6456671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0891419,"threshold_uncertainty_score":0.9975672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06402348304993881,"score_gpt":0.2692880267524663,"score_spread":0.2052645437025274,"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."}}