{"id":"W4416568324","doi":"10.31826/jcsss-2025-24-250104","title":"Maloyan’s Will: Armeno-Syrian Solace in Arabic","year":2025,"lang":"en","type":"article","venue":"Journal/Journal - Canadian Society for Syriac Studies","topic":"Eurasian Exchange Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Arabic; Spring (device); Subject (documents); Theme (computing)","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"],"consensus_categories":[],"category_scores_codex":[0.005441614,0.0003953367,0.0007896613,0.0005475529,0.004646196,0.0006830898,0.0008472827,0.0003883245,0.0001479999],"category_scores_gemma":[0.001184775,0.0003792472,0.001101353,0.001330841,0.00056861,0.0008508716,0.00007498825,0.001617062,0.00001199899],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005599319,"about_ca_system_score_gemma":0.003701489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009287602,"about_ca_topic_score_gemma":0.4792989,"domain_scores_codex":[0.9957345,0.0003397816,0.0009690158,0.0003905032,0.0006590319,0.001907155],"domain_scores_gemma":[0.9967794,0.0006194328,0.0005186463,0.0002410612,0.0007987701,0.00104265],"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":[0.000050839,0.00006030819,0.01589207,0.00007563199,0.001523159,0.0001799682,0.07409167,0.0001406812,0.00001303077,0.00699228,0.8882272,0.01275314],"study_design_scores_gemma":[0.001598635,0.0001036109,0.003163914,0.0006399144,0.0002008686,0.0001120304,0.1549983,0.00005301433,0.000003584548,0.0230479,0.815615,0.0004632055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.132764,0.2150653,0.002592608,0.5036364,0.04296828,0.004588667,0.0001969287,0.0002975102,0.09789021],"genre_scores_gemma":[0.7603035,0.1229964,0.01103309,0.02282238,0.01921177,0.0002515738,0.00001098057,0.0002552573,0.0631151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6275395,"threshold_uncertainty_score":0.9998659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412051410155059,"score_gpt":0.3685548922479344,"score_spread":0.3344343781463838,"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."}}