{"id":"W2551149089","doi":"","title":"From Slaves to Supporters: The Role of the Slavs in the Fatimid Mediterranean Empire in the Fourth/Tenth Century","year":2015,"lang":"en","type":"article","venue":"Mediaeval Studies","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ancient history; Empire; History; Mediterranean climate; Classics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029504,0.0002168109,0.0003503639,0.00005476273,0.0004916707,0.0000575404,0.0008444706,0.00002905113,0.00007127077],"category_scores_gemma":[0.0003065673,0.00007971179,0.0001304577,0.0001147799,0.0008783113,0.00008064247,0.0002709787,0.0002836595,0.0000183722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046146,"about_ca_system_score_gemma":0.00003821486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117467,"about_ca_topic_score_gemma":0.04001989,"domain_scores_codex":[0.9980419,0.0003665217,0.0003922661,0.0002183243,0.0006547308,0.0003262031],"domain_scores_gemma":[0.9986909,0.0005661588,0.0001400099,0.0004563068,0.0001153022,0.00003130144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003358569,0.00008286649,0.003024903,0.00001151718,0.0001006793,0.000006278443,0.9201789,0.000003940997,0.000004469338,0.004638502,0.06863861,0.00327573],"study_design_scores_gemma":[0.0002429532,0.00006582542,0.006223406,0.00003974068,0.00004259482,6.444037e-7,0.4641582,0.000009099587,0.000005726372,0.0006238726,0.5285122,0.00007579227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.750182,0.04453112,8.141986e-7,0.0965449,0.005780752,0.001602887,0.0001936037,0.00003759668,0.1011264],"genre_scores_gemma":[0.995126,0.0005295684,0.000007708843,0.002338454,0.001626005,0.0001210467,0.000007535138,0.00001398201,0.0002297177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4598736,"threshold_uncertainty_score":0.9774972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08537290291279645,"score_gpt":0.2781135260893515,"score_spread":0.192740623176555,"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."}}