{"id":"W2799790053","doi":"10.6082/m1q23xc8","title":"Notes on Mamluk Madrasahs","year":2002,"lang":"it","type":"article","venue":"Knowledge@UChicago (University of Chicago)","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mamluk; History; Ancient history","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005443814,0.0004320941,0.0007387869,0.0003991763,0.001644363,0.00005538066,0.001108483,0.0004632457,0.01861756],"category_scores_gemma":[0.0004966525,0.0005044398,0.000473413,0.001262751,0.001567316,0.0002860823,0.0002946363,0.0006853874,0.007509187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452132,"about_ca_system_score_gemma":0.000205127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007645339,"about_ca_topic_score_gemma":0.002142291,"domain_scores_codex":[0.9969649,0.0005390336,0.000347652,0.0007637164,0.0006447828,0.0007399229],"domain_scores_gemma":[0.9972007,0.001009513,0.0003788692,0.000660262,0.0004117266,0.0003388804],"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":[0.0001364205,0.003825735,0.004298944,0.0002489509,0.0006470727,0.00002816281,0.5632308,0.00001459344,0.0002553011,0.1640394,0.1982979,0.06497671],"study_design_scores_gemma":[0.001966618,0.0005252049,0.01884973,0.0004958317,0.0003683744,0.000003175107,0.1056328,0.0009483987,0.0001609487,0.002570739,0.867422,0.001056167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1571272,0.001884225,0.00008025115,0.03252713,0.00211914,0.0004439327,0.00006516881,0.0001620149,0.8055909],"genre_scores_gemma":[0.8914754,0.004372041,0.0002610607,0.0002314274,0.0005510528,6.848679e-7,0.000007552038,0.00002823426,0.1030725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7343482,"threshold_uncertainty_score":0.9997407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202105441701023,"score_gpt":0.2691487087410653,"score_spread":0.227127654324055,"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."}}