{"id":"W4388302363","doi":"10.52214/uw.v31i.11963","title":"Review of Nielson, Music and Musicians &amp; Reynolds, Medieval Arab Music and Musicians","year":2023,"lang":"en","type":"article","venue":"Al-ʿUsur al-Wusta","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pontifical Institute of Mediaeval Studies","funders":"","keywords":"Art; Visual arts","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":[0.001201187,0.0006220959,0.000777891,0.005473719,0.0007928488,0.001982153,0.0008070124,0.001368169,0.007800865],"category_scores_gemma":[0.003047784,0.0002669389,0.0002742854,0.006228652,0.001192262,0.002238916,0.001312852,0.001603497,0.002456912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214856,"about_ca_system_score_gemma":0.003796895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877139,"about_ca_topic_score_gemma":0.01691284,"domain_scores_codex":[0.9996816,0.00006868816,0.00005395048,0.00006517943,0.0001001221,0.00003044884],"domain_scores_gemma":[0.9991013,0.0004519222,0.00008214745,0.00002510759,0.0002292177,0.0001102659],"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":[0.00007958418,0.00004076898,0.0006266865,0.01282722,0.00006482414,0.0001964147,0.0007954696,0.00007449708,0.0003674258,0.01380118,0.4960192,0.4751068],"study_design_scores_gemma":[0.000003736643,0.000006969393,0.0007342504,0.002038797,0.00001474284,0.0002136978,0.0001727744,0.000004397864,0.0000274883,0.0006721552,0.9961062,0.000004859081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001230259,0.991714,0.00004504143,0.003121393,0.002567496,0.000002347607,0.00003942794,0.000002553986,0.002384686],"genre_scores_gemma":[0.001195265,0.9885796,0.0001240647,0.002777638,0.003695989,0.000006405117,0.00007590834,0.00000404625,0.003541147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007800865,"threshold_uncertainty_score":0.02609652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084454358581322,"score_gpt":0.2539292109054487,"score_spread":0.2330846673196355,"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."}}