{"id":"W2995585129","doi":"","title":"CONFCAYS 2019 & Sub Regional Training Workshop on Science Advice Science Advice in Africa: Opportunity or illusion","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Global Politics and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lagging; Advice (programming); Government (linguistics); Political science; Public relations; Theme (computing); Library science; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008729216,0.001052012,0.0005357879,0.001001879,0.004197978,0.007197784,0.001857657,0.005761438,0.107371],"category_scores_gemma":[0.006516995,0.0004060324,0.0005710056,0.001015435,0.002070975,0.00379341,0.008520551,0.006248266,0.0312827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006919896,"about_ca_system_score_gemma":0.01589374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019086,"about_ca_topic_score_gemma":0.01980248,"domain_scores_codex":[0.9961712,0.001374561,0.0001082171,0.0003756722,0.000689837,0.001280519],"domain_scores_gemma":[0.9900807,0.001223335,0.0002688483,0.000215974,0.001554254,0.006656868],"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":[0.0001294126,0.0001478362,0.0003573308,0.0002806852,0.00000393416,0.00034778,0.003744835,0.0001790624,0.0008507257,0.006450014,0.9525448,0.03496356],"study_design_scores_gemma":[0.000008080945,0.00002990853,0.0005002943,0.0002029076,0.00000104436,0.00004421336,0.001979327,0.0000589744,0.0001162537,0.0005596368,0.9964929,0.000006440486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01931424,0.01591617,0.004029155,0.4444642,0.1338682,0.001437654,0.002754861,0.0006309505,0.3775845],"genre_scores_gemma":[0.07709397,0.01023297,0.00640888,0.05009568,0.01387949,0.001873908,0.002421783,0.0006389135,0.8373544],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.107371,"threshold_uncertainty_score":0.359192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08971535338067772,"score_gpt":0.2595325380047728,"score_spread":0.1698171846240951,"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."}}