{"id":"W7163057571","doi":"10.6082/1fadx-qbk49","title":"Book Reviews","year":2006,"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 Toronto; 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":[0.0001170919,0.00002342066,0.00008006479,0.00002008792,0.000316236,0.000001457028,0.00009906723,0.00002478601,0.0009546807],"category_scores_gemma":[0.000009788304,0.00002699791,0.00004964022,0.0000510821,0.0002591538,0.00004138756,0.00001809295,0.00002920602,0.00006807129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004416878,"about_ca_system_score_gemma":0.00002972815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006071335,"about_ca_topic_score_gemma":0.005342902,"domain_scores_codex":[0.9997212,0.00003631734,0.00003767015,0.00005413913,0.00007609533,0.00007454472],"domain_scores_gemma":[0.9998549,0.00001467193,0.0000413892,0.00005538823,0.00002120892,0.00001241676],"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":[0.000002762144,0.00001450203,0.0002159131,0.000004385914,0.000002571001,0.000001757339,0.004625778,3.875331e-7,0.00001735505,0.06472521,0.9290503,0.001339112],"study_design_scores_gemma":[0.00006919082,0.000004711172,0.001358946,0.000006513162,0.000007201295,3.084298e-8,0.001047442,4.715425e-7,0.000001779311,0.0002390725,0.9972336,0.00003108524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002196706,0.008608967,0.00008496387,0.002423662,0.00009566807,0.00006994605,0.000001594037,0.00001889242,0.9864996],"genre_scores_gemma":[0.1037534,0.01686738,0.001037293,0.001075274,0.0004139242,1.018401e-7,0.000003816438,0.000005853518,0.8768429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1096567,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195354111580827,"score_gpt":0.2156374497927097,"score_spread":0.2036839086769015,"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."}}