{"id":"W3128342790","doi":"10.1038/s41550-021-01301-7","title":"The Pan-African School for Emerging Astronomers","year":2021,"lang":"en","type":"article","venue":"Nature Astronomy","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; Perimeter Institute; University of Toronto; Dominion Astrophysical Observatory; University of British Columbia","funders":"","keywords":"International school; History; Geography; Political science; Library science; Sociology; Computer science; Pedagogy","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":[0.002728678,0.0007595059,0.0004222101,0.001162358,0.00863334,0.003273225,0.0006086268,0.003050789,0.06078099],"category_scores_gemma":[0.005775922,0.0003216793,0.000326744,0.0007807394,0.002230835,0.004642498,0.007994542,0.00634082,0.006229464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136052,"about_ca_system_score_gemma":0.02520139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004931774,"about_ca_topic_score_gemma":0.01906001,"domain_scores_codex":[0.9988115,0.0002444505,0.00004069984,0.0001019129,0.0001360768,0.0006653137],"domain_scores_gemma":[0.9921582,0.0004747836,0.0003057356,0.0001772928,0.0007068637,0.006177181],"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":[0.00009906914,0.0002482765,0.01193977,0.0005994278,0.00001270933,0.0009171373,0.00690697,0.00005081903,0.001385827,0.0531485,0.8067781,0.1179133],"study_design_scores_gemma":[0.00001015429,0.00002750268,0.006278122,0.0004137282,0.000003264119,0.0001909122,0.005306874,0.00002079673,0.0001362929,0.002697522,0.9849089,0.000005937403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01735458,0.02144105,0.0008238068,0.8231892,0.03905407,0.0001938296,0.0002929328,0.00006892487,0.09758162],"genre_scores_gemma":[0.1957595,0.04067284,0.004718161,0.1247724,0.01626305,0.0005761323,0.0003869855,0.0002236178,0.6166273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06078099,"threshold_uncertainty_score":0.2033327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006162765330046297,"score_gpt":0.2912575219185145,"score_spread":0.2850947565884682,"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."}}