{"id":"W4324098883","doi":"10.52214/uw.v31i.8608","title":"Dear Muʿāwiya","year":2023,"lang":"en","type":"article","venue":"Al-ʿUsur al-Wusta","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Isaac Newton Trust; University of Cambridge; Leverhulme Trust; York University","keywords":"Siege; Caliphate; Poetry; History; Armenian; Event (particle physics); Literature; Ancient history; Arabic; Classics; Art; Islam; Philosophy; Linguistics; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002252795,0.000207379,0.0002643093,0.000159604,0.0007688702,0.0001128985,0.000225546,0.00003808478,0.004193069],"category_scores_gemma":[0.00003499435,0.0001871716,0.0001543124,0.000111868,0.0002834719,0.0001503905,0.0001710126,0.0001879172,0.004562104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118762,"about_ca_system_score_gemma":0.0000379805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024561,"about_ca_topic_score_gemma":0.002328296,"domain_scores_codex":[0.9986014,0.00003165343,0.000258698,0.0003341109,0.0002684479,0.0005056548],"domain_scores_gemma":[0.9992774,0.00008104672,0.00007432754,0.0003631843,0.0001153488,0.0000887145],"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":[0.000009907481,0.00003113255,0.0002794891,0.0000209064,0.00006896813,0.00003692632,0.01007185,0.000002731922,0.00003510082,0.1305829,0.8564737,0.002386362],"study_design_scores_gemma":[0.0002987804,0.0000587459,0.001758802,0.0000182692,0.00002995657,0.000001910042,0.004030034,0.00007070995,0.00001117829,0.0001538705,0.9933061,0.0002616394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05521892,0.0008859836,0.000005705759,0.01357464,0.002994864,0.0002176929,0.0000886401,0.0007593202,0.9262542],"genre_scores_gemma":[0.7758173,0.0004306568,0.00002887609,0.005289386,0.001236534,0.00004074126,0.0000595704,0.00008106552,0.2170159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7205983,"threshold_uncertainty_score":0.9967172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076139204355463,"score_gpt":0.2341373704510439,"score_spread":0.1933759784074893,"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."}}