{"id":"W3216376979","doi":"10.21203/rs.3.rs-1032285/v1","title":"Inequalities in COVID-19 Research from Sub-Saharan Africa: Differences in the Prestige of Journal Articles with Internal and External Lead Authors, Collaborations and Publishers","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prestige; Coronavirus disease 2019 (COVID-19); Inequality; Lead (geology); Political science; Sociology; Medicine; Mathematics; Philosophy; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01086038,0.0004964264,0.0008353477,0.01335463,0.002263508,0.01193424,0.0007382031,0.00104206,0.01625448],"category_scores_gemma":[0.08345819,0.0003710011,0.0004069302,0.02771976,0.002209472,0.003796782,0.004738696,0.001137492,0.00105296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065476,"about_ca_system_score_gemma":0.006363157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01809291,"about_ca_topic_score_gemma":0.02268574,"domain_scores_codex":[0.9863966,0.005560465,0.001781648,0.0009205399,0.002544252,0.002796398],"domain_scores_gemma":[0.9089994,0.04575302,0.02284248,0.003082744,0.009864827,0.009457345],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394847,0.0002356216,0.713073,0.003483701,0.001180364,0.001508282,0.07725764,0.0003522955,0.002709598,0.06040799,0.03102543,0.1073712],"study_design_scores_gemma":[0.00006998599,0.00008885463,0.9084508,0.00138113,0.0002586386,0.0004036405,0.03293253,0.0001915809,0.0007833744,0.006972651,0.04842402,0.00004277309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180654,0.03397611,0.0009320595,0.05444456,0.0007531588,0.0001430047,0.01148372,0.00006394783,0.08013807],"genre_scores_gemma":[0.9835048,0.00921115,0.000430514,0.001199989,0.0005667845,0.00006233568,0.00149615,0.00006711512,0.003461223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9891396,"threshold_uncertainty_score":0.05743587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2708626294987345,"score_gpt":0.4497265839580233,"score_spread":0.1788639544592888,"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."}}