{"id":"W7163174070","doi":"10.6082/z3d4p-sx616","title":"Book Reviews","year":2003,"lang":"en","type":"article","venue":"University of Chicago","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mamluk; Period (music); Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001947156,0.0000237161,0.00008235615,0.00001853932,0.0003271209,0.000001231694,0.00008518484,0.00002514619,0.001998236],"category_scores_gemma":[0.00005182682,0.00002726879,0.0000482459,0.00005584747,0.0002378573,0.00004008317,0.000009846811,0.00003369712,0.00007911283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004158898,"about_ca_system_score_gemma":0.00004848468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005171766,"about_ca_topic_score_gemma":0.0009557534,"domain_scores_codex":[0.999684,0.00007793162,0.00003367775,0.00005561762,0.00007184647,0.0000769673],"domain_scores_gemma":[0.9998392,0.00001791229,0.00003685013,0.00006252121,0.00002166288,0.0000218798],"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":[0.000002848397,0.00001862886,0.000206709,0.000006846014,0.000007358811,0.000002231452,0.0235762,1.832307e-7,0.00001429103,0.2360092,0.73838,0.001775465],"study_design_scores_gemma":[0.00007316028,0.000005903893,0.0001729671,0.00000626486,0.0000073003,5.155939e-8,0.003168914,1.202955e-7,0.000002830744,0.0001719463,0.9963591,0.00003147244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009834432,0.008655645,0.00008920865,0.001027578,0.000120144,0.00006753171,7.570595e-7,0.00001208893,0.9890436],"genre_scores_gemma":[0.09320555,0.06095825,0.002154264,0.002394757,0.0001342506,1.434298e-7,0.000001262641,0.000007861019,0.8411437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2579791,"threshold_uncertainty_score":0.9989141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785677294956573,"score_gpt":0.2287444109531596,"score_spread":0.2108876380035939,"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."}}