{"id":"W7163002208","doi":"10.6082/0nd1s-sw645","title":"Book Reviews","year":2002,"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","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":[0.000097287,0.00002367494,0.00008241607,0.00002029728,0.0003321586,0.000001361869,0.0001149918,0.00002523838,0.006306607],"category_scores_gemma":[0.00002211213,0.00002725957,0.00005053322,0.00005475668,0.000259449,0.00004786003,0.00001994992,0.00003549894,0.0002308137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003903625,"about_ca_system_score_gemma":0.000008436872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006538201,"about_ca_topic_score_gemma":0.0008565902,"domain_scores_codex":[0.9997148,0.00004083407,0.00003419237,0.0000556602,0.00007817006,0.00007637336],"domain_scores_gemma":[0.9998416,0.00001619553,0.00003732214,0.00006429458,0.00001874,0.00002183692],"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":[0.000001193976,0.00001436436,0.00006187605,0.000004043643,0.000004177036,0.000001778129,0.0260128,8.564975e-8,0.000005024475,0.0132333,0.9550626,0.005598746],"study_design_scores_gemma":[0.00006866233,0.000006947496,0.000178975,0.000007487717,0.000007282569,4.294671e-8,0.001825436,0.000002663665,5.900695e-7,0.00003790339,0.9978325,0.00003144865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007896975,0.01595692,0.00003292624,0.004203026,0.0001032287,0.00006690895,0.000001171963,0.0000178675,0.9788283],"genre_scores_gemma":[0.05143163,0.08802962,0.0005285195,0.001669553,0.0001782602,7.409286e-8,6.42751e-7,0.000004279028,0.8581575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1206708,"threshold_uncertainty_score":0.9946018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595537341910211,"score_gpt":0.2208164002652586,"score_spread":0.1948610268461564,"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."}}