{"id":"W7062887535","doi":"","title":"Updating the case studies of the political economy of science granting councils in Sub-Saharan Africa","year":2020,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Foundation (evidence); Private sector; International relations; International political economy; International development; Science policy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002143867,0.0001912807,0.0005317595,0.0006135868,0.0003707779,0.00002179864,0.001559557,0.00007092554,0.006444952],"category_scores_gemma":[0.0002974934,0.0001465953,0.0001605476,0.001865177,0.005023097,0.00004582576,0.001508723,0.0008376774,0.000006500505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000659857,"about_ca_system_score_gemma":0.001494786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214098,"about_ca_topic_score_gemma":0.004270684,"domain_scores_codex":[0.9970035,0.000400928,0.0003444822,0.0004440141,0.001087334,0.0007197511],"domain_scores_gemma":[0.9972807,0.0008076472,0.0003108816,0.0006549793,0.0008017433,0.0001440751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003657826,0.00239295,0.01154483,0.005530006,0.001291824,0.0009418494,0.0126394,0.00001345196,0.01993698,0.3395896,0.5150613,0.09069197],"study_design_scores_gemma":[0.003398702,0.0005662325,0.002671276,0.002052949,0.0001641519,0.00001596659,0.5347505,0.003132767,0.002668096,0.006300646,0.4435196,0.0007591091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1076586,0.0008739227,0.00001957793,0.01624469,0.00008430648,0.00174939,0.0006834365,0.00001816302,0.8726679],"genre_scores_gemma":[0.9675301,0.0001927199,0.0004352776,0.00002048992,0.0001793965,0.0000037787,0.00002569962,0.00007197689,0.03154057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8598715,"threshold_uncertainty_score":0.9976847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07959076969963325,"score_gpt":0.3401889979599826,"score_spread":0.2605982282603494,"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."}}