{"id":"W4388738745","doi":"10.1007/978-3-031-37442-5_3","title":"Africa, Knowledge Production and Scholarly Prestige","year":2023,"lang":"en","type":"book-chapter","venue":"Political pedagogies","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Prestige; Knowledge production; Scholarship; Bibliometrics; Publishing; Production (economics); Power (physics); Scientometrics; Political science; Social science; Geography; Sociology; Library science; Knowledge management; Economics; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001869827,0.0005059207,0.0003355785,0.00288779,0.003588881,0.01173745,0.0005819929,0.001138892,0.01072442],"category_scores_gemma":[0.004502749,0.0001855945,0.00008076938,0.005889983,0.01000176,0.007432632,0.002567792,0.001857957,0.0008390528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905593,"about_ca_system_score_gemma":0.003705983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276716,"about_ca_topic_score_gemma":0.004303409,"domain_scores_codex":[0.9991891,0.0004144494,0.00002589647,0.00006271659,0.0001882526,0.0001197036],"domain_scores_gemma":[0.9976225,0.001784388,0.0001562791,0.000118592,0.000162135,0.0001561024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007183772,0.00001833725,0.0001247724,0.0001358889,0.000001861376,0.00007086824,0.006790869,0.00008450168,0.0001310479,0.9502095,0.008677573,0.03374755],"study_design_scores_gemma":[0.000007468419,0.00001938769,0.001437572,0.0008294042,0.00000744229,0.0002229859,0.01012778,0.0001601096,0.0003642696,0.4295966,0.5572204,0.000006555995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008938026,0.05961902,0.00106945,0.01018841,0.0003752126,0.00002306218,0.00002950215,0.00002047831,0.9197369],"genre_scores_gemma":[0.6374742,0.08151449,0.001780408,0.001500658,0.001425628,0.0001082325,0.0000600817,0.00007587943,0.2760605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9964111,"threshold_uncertainty_score":0.03587675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2597184506620226,"score_gpt":0.375332089619643,"score_spread":0.1156136389576204,"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."}}