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 Ramzi Baalbaki (Aldershot, Hants: Ashgate/Variorum, 2004), 354 pp. Price HB £59.50 ISBN 0–860–78948–9","year":2005,"lang":"en","type":"article","venue":"Journal of Islamic Studies","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Hierarchy; Linguistics; Harmony (color); Order (exchange); Quarter (Canadian coin); Schema (genetic algorithms); Philosophy; History; Sociology; Computer science; Art; Law; Political science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004355548,0.0002810887,0.0007338169,0.0001622877,0.001035989,0.0000934764,0.0004840703,0.0001378801,0.00007704971],"category_scores_gemma":[0.006756864,0.0001748776,0.000202869,0.000471248,0.001340878,0.0002321403,0.00007034258,0.0006603224,0.00002249154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359516,"about_ca_system_score_gemma":0.0002175656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003192685,"about_ca_topic_score_gemma":0.001914877,"domain_scores_codex":[0.9964342,0.0008128888,0.000921305,0.0002600551,0.0009851188,0.0005864568],"domain_scores_gemma":[0.9958094,0.003111404,0.000435171,0.0001650968,0.000375519,0.0001033498],"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":[0.0003379978,0.0008742172,0.001479871,0.0001416064,0.001112001,0.0003545743,0.4551131,0.00004915188,0.00005604572,0.4024594,0.1079551,0.03006698],"study_design_scores_gemma":[0.002754989,0.0006563868,0.01120993,0.0005223037,0.0006600367,0.0002057519,0.2584402,0.00008207409,0.00001148606,0.3028634,0.4218549,0.0007385185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.264876,0.3210696,0.004800014,0.2516563,0.01126508,0.00235973,0.00006415616,0.0002303873,0.1436787],"genre_scores_gemma":[0.9742705,0.01833592,0.001174832,0.001217348,0.003394059,0.00002034909,8.35469e-7,0.00002051608,0.001565696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7093944,"threshold_uncertainty_score":0.8089085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760120302490832,"score_gpt":0.3153743159542626,"score_spread":0.2777731129293542,"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."}}