{"id":"W4385582738","doi":"10.1163/1878464x-01401006","title":"A Corpus of Illuminated Qurʾāns from Coastal East Africa","year":2023,"lang":"en","type":"article","venue":"Journal of Islamic Manuscripts","topic":"African history and culture analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Swahili; Archipelago; Arabic; Islam; Scholarship; Tanzania; Materiality (auditing); Geography; History; Ancient history; Archaeology; Ethnology; Art; Linguistics; Political science; Law","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":[0.002143542,0.0004462847,0.0004133935,0.009484848,0.007090189,0.004570123,0.0009051546,0.000658855,0.007390015],"category_scores_gemma":[0.01412595,0.0003655741,0.0001318065,0.01614921,0.004374268,0.002029039,0.004067581,0.001171451,0.0007782732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138794,"about_ca_system_score_gemma":0.00205325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00776069,"about_ca_topic_score_gemma":0.01883714,"domain_scores_codex":[0.9984593,0.0005877124,0.0001927374,0.0002092943,0.0003750431,0.000175892],"domain_scores_gemma":[0.9885032,0.007860173,0.001193111,0.000846568,0.001326478,0.000270446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003334459,0.0000807688,0.01226806,0.003033944,0.00004495761,0.008797246,0.7959248,0.0003933199,0.00838912,0.02291376,0.01998273,0.1278378],"study_design_scores_gemma":[0.00002069356,0.00003700619,0.05044041,0.00198891,0.00003432623,0.002453336,0.2219407,0.0001656465,0.003525343,0.002037241,0.7173086,0.00004785409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888507,0.01509722,0.002241778,0.002511791,0.0006607569,0.0003543664,0.007011747,0.00007496726,0.08354041],"genre_scores_gemma":[0.9682095,0.01009728,0.00424225,0.0002956277,0.0003706422,0.0004541008,0.004139383,0.0001579842,0.01203319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009484848,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675423474902041,"score_gpt":0.2584671002645308,"score_spread":0.2217128655155104,"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."}}