{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01561721,0.0004644518,0.0007535658,0.001207101,0.0006971707,0.0008348258,0.002969763,0.0003326024,0.0003488061],"category_scores_gemma":[0.0045053,0.0005258579,0.0001970889,0.00154839,0.001348823,0.0005745521,0.002232851,0.001042463,0.0005920542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008652887,"about_ca_system_score_gemma":0.001971827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439971,"about_ca_topic_score_gemma":0.001687512,"domain_scores_codex":[0.9950355,0.0004491294,0.001194601,0.001839718,0.000356995,0.001124067],"domain_scores_gemma":[0.9932287,0.001017655,0.001175689,0.002756853,0.001245746,0.0005753649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004929305,0.0007706836,0.003519564,0.0001514339,0.00003574999,0.000008413361,0.01391693,0.001268535,0.0002945589,0.9682797,0.004325542,0.007379643],"study_design_scores_gemma":[0.003901666,0.000007558912,0.07993402,0.007610785,0.00005112497,0.00005514912,0.002636316,0.1392376,0.002109858,0.1135162,0.6464595,0.004480189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4611869,0.00128092,0.004133986,0.01140145,0.001219795,0.0009451542,0.0004135167,0.0002325281,0.5191857],"genre_scores_gemma":[0.9774664,0.001064911,0.007185222,0.0005619726,0.00004469057,0.00005338068,0.0001800647,0.00004884803,0.01339451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8547634,"threshold_uncertainty_score":0.9997193,"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."}}