{"id":"W6939233256","doi":"10.60692/akp76-zw188","title":"Perspectives of different stakeholders on data use and management in public health emergencies in sub-Saharan Africa: a meeting report","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Data governance; Transparency (behavior); Accountability; Corporate governance; Data sharing; Public health; Variety (cybernetics); Incentive","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07855546,0.001098602,0.000859023,0.002362164,0.01936266,0.01891858,0.002604681,0.007601645,0.003519565],"category_scores_gemma":[0.07598112,0.001341819,0.001608053,0.003201547,0.008395433,0.01480828,0.0197629,0.01203994,0.0005170809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009809733,"about_ca_system_score_gemma":0.01903791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358079,"about_ca_topic_score_gemma":0.01289947,"domain_scores_codex":[0.912883,0.0647359,0.003834674,0.002074753,0.006274625,0.01019709],"domain_scores_gemma":[0.9056042,0.06240293,0.004859606,0.00184279,0.01265706,0.01263337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001453731,0.00008233294,0.01053713,0.0009606837,0.00009956484,0.00324877,0.9122689,0.0003468628,0.002136193,0.01180426,0.01445926,0.04391075],"study_design_scores_gemma":[0.00001637275,0.00007386554,0.002760325,0.000871249,0.0000390223,0.0005652282,0.8805496,0.0002896106,0.0005358056,0.003385792,0.1108232,0.00009001802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.404916,0.01172055,0.0138198,0.5285115,0.003210217,0.0006774868,0.0005266911,0.000110936,0.03650686],"genre_scores_gemma":[0.9380676,0.01007621,0.00840556,0.03667209,0.0006631442,0.0005594625,0.0002266155,0.0001144187,0.005214748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07855546,"threshold_uncertainty_score":0.415446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035487304029071,"score_gpt":0.2442818921368818,"score_spread":0.0407331617339747,"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."}}